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publications:conference 2009/07/09 16:05 publications:conference 2024/03/13 14:58 current
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-===== Refereed Conference Proceedings  ===== +===== Conference =====
-  - "A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services", Zibin Zheng, **M. R. Lyu**, // in the International Workshop on Proactive Failure Avoidance, Recovery and Maintenance (PFARM'09)//, Lisbon, Portugal, June 29, 2009. \\ {{:paper:pfarm-zibinzheng.pdf|[Paper]}} {{:presentation:pfarm2009-micahel.pdf|[Presentation]}}  \\ +
-  - "A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition", Zibin Zheng, **M. R. Lyu**, //in Proceedings of the 39th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2009)//, Lisbon, Portugal, June 29--July 02, 2009.\\ {{:paper:pds-58-zibinzheng.pdf|[Paper]}} {{:presentation:dsn2009-michael.pdf|[Presentation]}} \\  +
-  - "A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs," H. Deng, **M. R. Lyu**, and I. King, //in Proc. of  the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD2009)//, Paris, France, 2009. \\ {{:paper:p239.pdf|[Paper]}} {{:presentation:co-hits_kdd_talk.ppt|[Presentation]}}\\  +
-  - "Supervised Self-taught Learning: Actively Transferring Knowledge from Unlabeled Data,", K. Huang, Z. Xu, I. King, **M.R. Lyu**, and C. Campbell, //in Proceedings of the 2009 International Joint Conference on Neural Networks (IJCNN2009)//, 2009.{{:paper:ccijcnn09.pdf|paper}}{{:presentation:ijcnn09.ppt|presentation}} +
-  - "Test Selection for Result Inspection via Mining Predicate Rules,", Wujie Zheng, **M.R. Lyu**, and Tao Xie, //in Proceedings of the 31st International Conference on Software Engineering (ICSE 2009),  +
-New Ideas and Emerging Results,// Vancouver, Canada, May 2009. {{:paper:comp0546.pdf|paper}}{{:paper:icse09_nier_testselection_presentation.pdf|presentation}}{{:paper:icse09_nier_testselection_poster.pdf|poster}} +
-  - "Effective Latent Space Graph-based Re-ranking Model with Global Consistency," Hongbo Deng, **M.R. Lyu** and Irwin King, //in Proceedings of the Second ACM International Conference on Web Search and Data Mining (WSDM 2009)//. Barcelona, Spain, 2009. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/p212-deng.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Deng_RerankingModel_wsdm_talk.pdf|[presentation]]]  +
-  - "SoRec: Social Recommendation Using Probabilistic Matrix Factorization," Hao Ma, Haixuan Yang, **M.R. Lyu**, and Irwin King, //in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM'08), //Napa Valley, California USA, October 26-30, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Social Recommendation-ma.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/SoRec.ppt|presentation]] +
-  - "Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion," Hao Ma, Haixuan Yang, Irwin King, and **M.R. Lyu**, //in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM'08), //Napa Valley, California USA, October 26-30, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Query Suggestion-ma.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/presentation-CIKM2008-QuerySuggestion.pdf|presentation]] +
-  - "Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection," Hao Ma, Haixuan Yang, **M.R. Lyu**, and Irwin King, //in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM'08), //Napa Valley, California USA, October 26-30, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Heat Diffusion-ma.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Lyu_Marketing.ppt|presentation]] +
-  - "Semi-supervised text categorization by active search", Zenglin Xu,  Rong Jin, Kaizhu Huang, Irwin King, and **M.R. Lyu**. // Appearing in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008)//, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Semi-supervised_Text_Categorization.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Semi-supervised_Text_Categorization.ppt|presentation]] +
-  - "Formal Models for Expert Finding on DBLP Bibliography Data," Hongbo Deng, Irwin King and **M.R. Lyu**, //in Proceedings of The Eighth IEEE International Conference on Data Mining (ICDM 2008), //Pisa, Italy, Dec. 15-19, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Deng-ExpertFinding_3502a163.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ExpertFinding_icdm_talk.ppt|presentation]] +
-  - "Semi-supervised Learning from General Unlabeled Data", Kaizhu Huang, Zenglin Xu, Irwin King, and **M.R. Lyu**, //Appearing in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),//Pisa, Italy, Dec. 15-19, 2008.. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang_USSL_3502a273.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Huang_ICDM08_USSL.pdf|presentation]] +
-  - "Direct Zero-norm Optimization for Feature Selection", Kaizhu Huang, Irwin King, and **M.R. Lyu**, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008),//Pisa, Italy, Dec. 15-19, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Huang_Feature_Selection_3502a845.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Huang_feature_selection.pdf|presentation]] +
-  - "An Extended Level Method for Multiple Kernel Learning", Zenglin Xu, Rong Jin, Irwin King, and Michael R. Lyu, // In Advances in Neural Information Processing Systems (NIPS 22), 2008. // [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/mkl.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/level_method_multiple_kernel_learning.ppt|presentation]] +
-  - "An Effective Approach to 3D Deformable Surface Tracking", Jianke Zhu, Steven Hoi, Zenglin Xu and **M.R. Lyu**, //in Proceedings of the 10th European Conference on Computer Vision (ECCV 2008)//,  2008.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/eccv08.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/eccv08.ppt|[presentation]]] +
-  - "Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval," S. C. H. Hoi, R. Jin, J. Zhu, **M.R. Lyu**, //in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008),// June 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cvpr-al-08.pdf|[paper]]] +
-  - "Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching," J. Zhu, S. C.H. Hoi, **M.R. Lyu** and S. Yan, //in ACM Multimedia’2008//, 2008.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/mm08_jk.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/acm_mm08.pdf|[presentation]]] +
-  - "A QoS-Aware Middleware for Fault Tolerant Web services", Z. Zheng, **M.R. Lyu**, // in the Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE'08)//, Seattle, USA, Nov. 11-14, 2008.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/zibin-issre08.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/michael-issre08-presentation.pdf|[presentation]]] +
-  - "A Novel Coalitional Game Model for Security Issues in Wireless Networks," Xiaoqi Li, Michael R. Lyu, //in Proceedings of IEEE Global Telecommunications Conference 2008 (GLOBECOM'08)//, New Orleans, LA, USA. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/globecom08-revised.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Globecom2008slides.ppt|[presentation]]] +
-  - "On Sensor Network Reconfiguration Problem for Downtime-Free System Migrations", Yangfan Zhou, **M. R. Lyu**, and Jiangchuan Liu, //In Proc. +
-of the Fifth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine'08)//, Hong Kong, China, July 28-31, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/yangfan_qshine08.pdf|[paper]]]   +
-  - "A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services", Z. Zheng, **M.R. Lyu**, //in Proceedings of the IEEE International Conference on Web Services (ICWS'08),// Beijing, China, Sep. 23-26, 2008. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/zibin-icws08.pdf|paper]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/zibin-icws08-presentation.pdf|presentation]] +
-  - "WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services", Z. Zheng, **M.R. Lyu**,  //in Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'08),// Anchorage, Alaska, USA, June 24-27, 2008. "[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/PDS-zibin-zheng.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/zibin-dsn08.ppt|[presentation]]]   +
-  - "Efficient convex relaxation for transductive support vector machine," Z. Xu, R. Jin, J. Zhu, I. King, and **M.R. Lyu**, In J. Platt, D. Koller, Y. Singer, and S. Roweis, editors, //Advances in Neural Information Processing Systems// 20, pages 1641-1648, MIT Press, Cambridge, MA, 2008.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Efficient%20Convex%20Relaxation%20for%20TSVM.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/Efficient%20Convex%20Relaxation%20for%20TSVM_present.ppt|[presentation]]]   +
-  - "Developing Aerospace Applications with a Reliable Web Services Paradigm," P.W. Chan and **M.R. Lyu**, //in Proc. of The 2008 IEEE Aerospace Conference//, Big Sky, MT, USA, 1-8 March, 2008.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/z07_0806.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/aero08.ppt|[presentation]]]   +
-  - "An Index-Based Sensor-Grouping Mechanism for Field Coverage Wireless Sensor Networks," Y. Zhou, **M.R. Lyu**, and J. Liu, //In Proc. of The 2008 IEEE International Conference on Communications (ICC'08)//, Beijing, China, May, 2008.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/yangfan-icc08.pdf|[paper]]]  +
-  - "LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks," E. C.-H. Ngai, Y. Zhou, **M.R. Lyu**, and J. Liu, //IEEE Global Telecommunications Conference (Globecom'07)//, Washington, DC, USA, November 26-30, 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Globecom07.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/LOFT_globecom07.ppt|[presentation]]]   +
-  - "An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," E. C.-H. Ngai, J. Liu, and **M.R. Lyu**, //The 4th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS'07)//, Pisa, Italy, October 8-11, 2007.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MASS07.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/MASS07.ppt|[presentation]]]     +
-  - "Maximum margin based semi-supervised spectral kernel learning," Z. Xu, J. Zhu, I. King, and **M.R. Lyu**, //in Proceedings of 20th International Joint Conference on Neural Network (IJCNN),// 12-17 August 2007.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IJCNN07_Zenglin.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/IJCNN07_Zenglin_ppt.pdf|[presentation]]]   +
-  - "Effective Missing Data Prediction for Collaborative Filtering," H. Ma, I. King, and **M.R. Lyu**, //in Proceedings of the 30th International ACM SIGIR Conference//, Amsterdam, 23-27 July 2007, pp. 39-46.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SIGIR07_Ma.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/SIGIR07_Ma_ppt.pdf|[presentation]]]  +
-  - "DiffusionRank: A Possible Penicillin for Web Spamming," H. Yang, I. King and **M.R. Lyu**, //in Proceedings of the 30th International ACM SIGIR Conference//, Amsterdam, 23-27 July 2007.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/sigir2007_inproc.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/sigir2007_presentation.pdf|[presentation]]]  +
-  - "Reliable web services: Methodology, experiment and modeling," P. Chan, **M.R. Lyu**, and M. Malek, //in Proceedings of IEEE International Conference on Web Services (ICWS 2007)//, Salt Lake City, USA, 9-13 July 2007.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICWS07-Pat.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICWS2007.ppt|[presentation]]]  +
-  - "An Empirical Study on Large-Scale Content-Based Image Retrieval", Y.-M. Wong, S. C.-H. Hoi, and **M.R. Lyu**, //in Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2007),// Beijing, China, 2-5 July 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICME07_Wyman.pdf|[paper]]]  +
-  - "Learning Non-Parametric Kernel Matrices from Pairwise Constraints," S. C.H. Hoi, R. Jin and **M.R. Lyu**, //in Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007),// OR, US, 20-24 June 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML07-Steven.pdf|[paper]]]  +
-  - "A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling," J. Zhu, S. C. H. Hoi, **M.R. Lyu**, //in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007),// 19-21 June 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/jkcvpr07.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/cvpr07_poster.ppt|[presentation]]] +
-  - "Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection," J. Zhu, **M.R. Lyu**, //in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007),// 19-21 June 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CVPR07_Jackie2.pdf|[paper]]]  +
-  - "Software Reliability Engineering: A Roadmap", **M.R. Lyu**, //Future of Software Engineering//, in Proceedings of the 29th International Conference on Software Engineering, Minneapolis, 20-26 May 2007.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/lyu-Reliability07.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/FoSE2007Lyu.ppt|[presentation]]]   +
-  - "Web page classification with heterogeneous data fusion," Z. Xu, I. King, and **M.R. Lyu**, //in Proceedings of the 16th international conference on World Wide Web (WWW 2007)//, Banff, Alberta, Canada, 8-12 May 2007, pp. 1171–1172.    [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www07-zenglin.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/www07-zenglin.ppt|[presentation]]]  +
-  - "A Multi-Modal and Multi-Level Ranking Framework for Content-Based Video Retrieval," (Invited Paper/Talk), S. C.H. Hoi and **M.R Lyu**, //In the 32nd IEEE International Conference on Acoustics//, Speech, and Signal Processing (ICASSP2007), Special Session on "Web Image/Video Search Technologies", Hawaii, USA, 15-20 April, 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICASSP07_MMML.pdf|[paper]]]  +
-  - "POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks," Y. Zhou, E. C.-H. Ngai, **M.R. Lyu**, and J. Liu, //in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong//, China, 11-15 March, 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCNC07_yangfan.pdf|[paper]]]  +
-  - "Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," E. C.-H. Ngai, J. Liu, and **M.R. Lyu**, //in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07)//, Hong Kong, China, 11-15 March, 2007.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCNC07_edith.pdf|[paper]]]   +
-  - "An Energy-Efficient Mechanism for Self-Monitoring Sensor Web," Y. Zhou and **M.R. Lyu**, //in Proceedings of The 2007 IEEE Aerospace Conference//, Big Sky, MT, USA, 3-10 March, 2007. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero07.pdf|[paper]]]   +
-  - "PageSim: A Novel Link-based Similarity Measure for the World Wide Web," Z. Lin, I. King, and **M.R. Lyu**, //Proceedings of the 5th International Conference on Web Intelligence (WI06)//, Hong Kong, 28-22 December 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WI06_PageSim.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/WI06_Presentation.ppt|[presentation]]]  +
-  - "Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering," G.J. Zhang, J.X. Du, D.S. Huang, T.M. Lok and **M.R. Lyu**, //The 2nd International Conference on Natural Computation(ICNC'06)//, Sept. 2006, Xidian University, Xi'an, China; also in L.Wang et al. (eds.), LNAI 4223, Springer-Verlag, 2006, pp. 582-585. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Zhang_GJ_ICNC.pdf|[paper]]] +
-  - "CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval," S. C. H. Hoi, J. Zhu and **M.R. Lyu**, //In Proceedings of Cross Language Evaluation Forum campaign (CLEF 2005),// LNCS 4022, Springer, pp.602-611, 2006.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ImageCLEF_CUHK_10_Jan.pdf|[paper]]]  +
-  - "Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks," E. C.-H. Ngai, Y. Zhou, **M.R. Lyu**, and J. Liu, //The Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'06),// Vancouver, Canada, October 9-12 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MASS06.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/MASS06.ppt|[presentation]]]  +
-  - "Gene Selection Based on Mutual Information for the Classification of Multi-Class Cancer," S.-B. Guo, **M.R. Lyu**, and T.-M. Lok, //in International Conference on Intelligent Computing (Lecture Notes in Bioinformatics//, Springer-Verlag), vol. 4115, Kunming, China, 16-19 August 2006, pp. 454-463. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICIC2006.pdf|[paper]]] +
-  - "Predictive Random Graph Ranking on the Web," H. Yang; I. King, and **M.R. Lyu**, //International Joint Conference on Neural Networks (IJCNN '06),// Vancouver, Canada, 16-21 July 2006, pp. 1825- 1832.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WCCI2006.pdf|[paper]]]  +
-  - "A New Learning Algorithm for Function Approximation Incorporating a Priori Information into Extreme Learning Machine," F. Han, T.-M. Lok, and **M.R. Lyu**, //in International Symposium on Neural Network (Lecture Notes in Computer Science//, Springer-Verlag), vol. 3971, Chengdu, China, May 30-June 1 2006, pp. 631-636. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISNN2006_1.pdf|[paper]]] +
-  - "Nonlinear Blind Source Separation using Hybrid Neural Networks," C.-H. Zheng, Z.-K. Huang, **M.R. Lyu**, and T.-M. Lok, //in International Symposium on Neural Network (Lecture Notes in Computer Science,// Springer-Verlag), vol. 3971, Chengdu, China, May 30-June 1 2006, pp. 1165-1170. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISNN2006_2.pdf|[paper]]]  +
-  - "Learning the Unified Kernel Machines for Classification," S. C. H. Hoi, **M.R. Lyu**, and E. Y. Chang, //in The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006),// Philadelphia, USA, August 20 - 23, 2006. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/KDD06-hoi.pdf|[paper]]] +
-  - "Constructing Robust and Resilient Framework for Cooperative Video Streaming," S. Lu and **M.R. Lyu**, //in Proceedings 2006 International Conference on Multimedia & Expo,// Toronto, Canada, July 9-12 2006. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icme2006.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/icme2006.ppt|[presentation]]] +
-  - "A Point-Distribution Index And Its Application to Sensor Grouping in Wireless Sensor Networks," Y.  Zhou, H. Yang, **M. R. Lyu**, and E. C.H. Ngai, //in Proc. of the International Wireless Communications and Mobile Computing Conference (IWCMC'06),// Vancouver, Canada, 3 - 6 July, 2006. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/iwcmc06.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/iwcmc06.ppt|[presentation]]] +
-  - "Batch Mode Active Learning and Its application to Medical Image Classification," S. C. H. Hoi, R. Jin, J. Zhu and **M.R. Lyu**, //in Proceedings The 23rd International Conference on Machine Learning (ICML2006)//, Pittsburgh, Penn, US, June 25-29, 2006.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML06_BMAL_CR.pdf|[paper]]]   +
-  - "Learning Distance Metrics with Contextual Constraints for Image Retrieval," S. C.H. Hoi, W. Liu, **M.R. Lyu**, and W.-Y. Ma, //in Proc. of IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006),// New York, 17-22 June, 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CVPR_218_Hoi.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/CVPR06poster.ppt|[presentation]]]   +
-  - "ART: Augmented Reality Table for Interactive Trading Card Game," A. H. T. Lam, K. C. H. Chow, E. H. H. Yau, and **M.R. Lyu**, //ACM International Conference on Virtual Reality Continuum and Its Applications (VRCIA 2006),// Hong Kong, 14-17 June, 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/vrcia2006_p357.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/VRCIA06.ppt|[presentation]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/VRCIA06_demo.wmv|[WMV]]]  +
-  - "On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks," E. C.H. Ngai, J. Liu, and **M.R. Lyu**, //IEEE International Conference on Communications (ICC'06)//, Istanbul, Turkey, June 11-15 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICC2006.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICC2006.ppt|[presentation]]]  +
-  - "An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation," E. C.H. Ngai and **M.R. Lyu**,//I IEEE International Conference on Sensor Networks//, Ubiquitous, and Trustworthy Computing (SUTC'06), Taichung, Taiwan, June 5-7 2006, pp. 94-101.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SUTC06.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/SUTC06.ppt|[presentation]]]  +
-  - "A New Learning Algorithm for Function Approximation Incorporating A Priori Information into Extreme Learning Machine," F. Han, T.-M. Lok, and **M.R. Lyu**, //Third International Symposium on Neural Networks//, 28 May - 1 Jun 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 631-636.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/isnn2006_1.pdf|[paper]]]   +
-  - "Nonlinear Blind Source Separation Using Hybrid Neural Networks," C.-H. Zheng, Z.-K. Huan, **M.R. Lyu**, T.-M. Lok, //Third International Symposium on Neural Networks//, 28 May - 1 Jun 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 1165-1170.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/isnn2006_2.pdf|[paper]]]   +
-  - "Making Services Fault Tolerant," P.W. Chan, **M.R. Lyu**, and M. Malek, //the 3rd International Service Availability Symposium (ISAS 2006),// Helsinki, Finland, May 15-16, 2006; Lecture Notes in Computer Science, vol. 4328, Springer, 2006, pp. 43-61.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISAS06.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ISAS06.ppt|[presentation]]]   +
-  - "Large-Scale Text Categorization by Batch Mode Active Learning," S. C.H. Hoi, R. Jin and **M.R. Lyu**, //in Proceedings 15th International World Wide Web conference (WWW2006)//, Edinburgh, England, UK, 23-26 May 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/fp598-hoi.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/www06-bmal.ppt|[presentation]]]  +
-  - "Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data", Q. Zhao, S. C. H. Hoi, T.-Y. Liu, S. S. Bhowmick, **M.R. Lyu** and W.-Y. Ma, //in Proceedings 15th International World Wide Web conference (WWW2006),// Edinburgh, England, UK, 23-26 May 2006.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/fp598-zhao.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/www06-msra.ppt|[presentation]]]  +
-  - "PageSim: A Novel Link-based Measure of Web Page Similarity," Z. Lin, **M.R. Lyu**, and I. King, //Proceedings of the 15th international conference on World Wide Web (WWW2006),// Edinburgh, Scotland, 23-26 May 2006, pp. 1019-1020.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WWW06_PageSim.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/WWW06_PageSim_poster.pdf|[poster]]]  +
-  - "Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality," J. Zhu, S. C.H. Hoi, E. Yau and **M.R. Lyu**, //in Proceedings 9th European Conference on Computer Vision (ECCV2006)//, Graz, Austria, May 7 - 13, 2006. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/eccv06.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/eccv06_poster.ppt|[presentation]]] +
-  - "A Real-Time Communication Framework for Wireless Sensor-Actuator Networks," E. C.H. Ngai, **M.R. Lyu**, and J. Liu, //Proceedings 2006 IEEE Aerospace Conference//, Big Sky, Montana, U.S.A., March 4-11 2006.    [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero06.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Aero06.ppt|[presentation]]]  +
-  - "Comparison of Methods of Controlling Two Types of Error Ratio Applied to Software Reliability Prediction," F. Xing, P.  Guo and **M.R. Lyu**, //in Proceedings of NASAC'2005//, Nanjing, China, October 18-20 2005. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/nasac05-m.pdf|[paper]]] +
-  - "Comparative Studies on the CT Image Reconstruction Based on the RBF Neural Networks," H. Ming, G. Ping, **M.R. Lyu**, //in Proceedings of the 11th Joint International Computer Conference (JICC'2005),// Chongqing, China, November 10-12, 2005. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/jicc2005.pdf|[paper]]] +
-  - "A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks," Y. Zhou, **M.R. Lyu**, J. Liu, and H. Wang, //in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005),// Chicago, Illinois, November 8-11, 2005. (presentation)[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/yangfan-issre05.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/yangfan_issre05.ppt|[presentation]]] +
-  - "A Novel Method for Early Software Quality Prediction Based on Support Vector Machine", F. Xing, P. Guo, and **M.R. Lyu**, //in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005),// Chicago, Illinois, November 8-11, 2005.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre05_pguo.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/pguo_issre05.ppt|[presentation]]] +
-  - "An Experimental Evaluation on Reliability Features of N-Version Programming," X. Cai, **M.R. Lyu** and M.A. Vouk, //in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE'2005),// Chicago, Illinois, November 8-11, 2005. (presentation) [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre05_xcai.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/teresa_ISSRE05.ppt|[presentation]]] +
-  - "On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks," Y. Zhou, and **M.R. Lyu**, and J. Liu, //in Proceeding of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS'05),// Washington, DC, November 7-10, 2005.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/yangfan-mass05.pdf|[paper]]]  +
-  - "Improving Naive Bayesian Classifier by Discriminative Training," K. Huang, Z. Zhou, I. King, and **M.R. Lyu**, //International Conference on Neural Information Processing//, Taipei, October 30 - November 2, 2005, pp. 49-54.  [[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICONIP2005_1.ppt|[presentation]]] +
-  - "NHDC and PHDC: Non-propagating and Propagating Heat Diffusion Classifiers," H. Yang, I. King, and **M.R. Lyu**, //International Conference on Neural Information Processing//, Taipei, Octorber 30 - November 2, 2005, pp. 394-399. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICONIPS05-5.pdf|[paper]]] +
-  - "Automatic 3D Face Modeling Using 2D Active Appearance Models," J. Zhu, S.C.H. Hoi, E. Yau, and **M.R. Lyu**, //Proceedings of the 13th Pacific Conference on Computer Graphics and Applications//, Macau, China, October 12-14, 2005.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/pg05.pdf|[paper]]]  +
-  - "Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification", Y.Q. Tian, P. Guo, and **M.R. Lyu**, //IEEE International Conference on System//, Man and Cybernetics, Hawaii, USA, October 10-12, 2005.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/smcc-180.pdf|[paper]]]  +
-  - "A Unified Machine Learning Framework for Large-Scale Personalized Information Management," E.Y. Chang, C.H. Hoi, X. Wang, W.-Y. Ma, and **M.R. Lyu**, //The 5th IEEE Emerging Information Technology Conference//, Taipei, Taiwan, August, 2005.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/T04-2-EC.pdf|[paper]]]   +
-  - "A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception," X.-J. He, D.-S. Huang, Y. Zhang, T.-M. Lok, and **M.R. Lyu**, //The First International Conference on Natural Computation (ICNC 2005),// Changsha, China, August 27-29 2005.[[http://www.cse.cuhk.edu.hk/~lyu/staff/dshuang/LNCS3.pdf|[paper]]]  +
-  - "Improvements to Conventional Layer-by-Layer BP Algorithm," X.-Q. Li, D.-S. Huang, T.-M. Lok, **M.R. Lyu**, and G.-B. Huang, //International Conference on Intelligent Computing (ICIC 2005),// Hefei, China, August 23-26 2005. [[http://www.cse.cuhk.edu.hk/~lyu/staff/dshuang/LNCS1.pdf|[paper]]] +
-  - "Methods of Decreasing the Number of Support Vectors via k-Mean Clustering," X.-L. Xia, D.-S. Huang, **M.R. Lyu**, T.-M. Lok, and G.-B. Huang, //International Conference on Intelligent Computing (ICIC 2005)//, Hefei, China, August 23-26 2005. [[http://www.cse.cuhk.edu.hk/~lyu/staff/dshuang/LNCS2.pdf|[paper]]]  +
-  - "A Novel Non-negative Shrinkage Technique Based on the Normal Inverse Gaussian Density Model," L. Shang, D.-S. Huang, T.-M. Lok, and **M.R. Lyu**, //International Conference on Intelligent Computing (ICIC 2005)//, Hefei, China, August 23-26 2005.[[http://www.cse.cuhk.edu.hk/~lyu/staff/dshuang/ICIC2005_2.pdf|[paper]]] +
-  - "A Modified Learning Algorithm Incorporating Additional Functional Constraints Into Neural Networks," F. Han, D.-S. Huang, X.-Q. Li, M.R. Lyu, and T.-M. Lok, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005. [[http://www.cse.cuhk.edu.hk/~lyu/staff/dshuang/ICIC2005_1.pdf|[paper]]] +
-  - "A Novel Image Retrieval System Based on BP Neural Network," J.H. Han, D.S. Huang, T.M. Lok, and **M.R. Lyu**, //Proceedings 2005 International Joint Conference on Neural Networks//, Montreal, Quebec, Canada, July 31-August 4, 2005. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ijcnn2005.pdf|[paper]]] +
-  - "A Semi-Supervised Active Learning Framework for Image Retrieval," S.C.H. Hoi and **M.R. Lyu**, //in Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005),// San Diego, CA, USA, June 20-25, 2005, pp. 302-309.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CVPR2005.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/CVPR05poster.ppt|[presentation]]] +
-  - "Digital Video Watermarking with a Genetic Algorithm," P.W. Chan and **M.R. Lyu**, //Proceedings 2005 International Conference on Digital Archive Technologies (ICDAT '05),// Taipei, Taiwan, June 16-17, 2005, pp. 139-153.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icdat05.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/icdat05.ppt|[presentation]]] +
-  - "The Effect of Code Coverage on Fault Detection under Different Testing Profiles," X. Cai and **M.R. Lyu**, //ICSE 2005 Workshop on Advances in Model-Based Software Testing (A-MOST),// St. Louis, Missouri, May 15-21, 2005.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/AMOST2005.pdf|[paper]]]  +
-  - "Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure," H. Yang, I. King, and **M.R. Lyu**, //Proceedings of the Fourteenth International World Wide Web Conference (WWW 2005),// Tokyo, Japan, May 10-14, 2005, pp. 944-945. (poster)[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www05_haixuan.pdf|[poster]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/www05_Poster727-5.pdf|[presentation]]]  +
-  - "Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-based Image Retrieval,"(Invited Paper) S.C.H. Hoi, **M.R. Lyu** and R. Jin, //in Proceedings 1st IEEE International EMMA Workshop in conjunction with 21st ICDE Conference,// Tokyo, Japan, April 2005, pp. 76-85.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/EMMA2005_Hoi.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/EMMA05_Hoi_CR.ppt|[presentation]]] +
-  - "A Novel Video Summarization Framework for Document Preparation and Archival Applications," S. Lu, I. King, and **M.R. Lyu**, //Proceedings 2005 IEEE Aerospace Conference,// Big Sky, Montanna, U.S.A., March 5-12, 2005.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/aero05-slu.pdf|[paper]]]  +
-  - "ARCADE: Augmented Reality Computing Arena for Digital Entertainment," **M.R. Lyu**, I. King, T.T. Wong, E. Yau, and P.W. Chan, //Proceedings 2005 IEEE Aerospace Conference//, Big Sky, Montana, U.S.A., March 5-12 2005. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/aero2005_lyu.pdf|[paper]]] +
-  - "Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns," S. Lu, **M.R. Lyu**, and I. King, //Proceedings 11th International Multimedia Modeling Conference (MMM'2005),// Melbourne, Australia, January 12-14 2005, pp. 60-67.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MMM2005.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/MMM2005.ppt|[presentation]]]  +
-  - "Integrating Trust in Grid Computing Systems," W.K. Lai, K.W. Ng, and **M.R. Lyu**, //in Proceedings GCC 2004; Lecture Notes in Computer Science//, vol. 3251, Springer-Verlag 2004, pp. 887-890. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/TrustGrid.pdf|[paper]]] +
-  - "Outliers Treatment in Support Vector Regression for Financial Time Series Prediction," H. Yang, K. Huang, L. Chan, I. King, **M.R. Lyu**, //Proceedings 11th International Conference on Neural information Processing (ICONIP'2004),// Lecture Notes of Computer Science, Science city, Calcutta, India, November 22-25, 2004. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SV-015-350.pdf|[paper]]] +
-  - "An Empirical Study on Reliability Modeling for Diverse Software Systems," X. Cai and **M.R. Lyu**,// Proceedings 15th International Symposium on Software Reliability Engineering (ISSRE¡¦2004),// Saint-Malo, France, November 2-5 2004, pp.125-136.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cai-reliability.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ISSRE04-cai.ppt|[presentation]]] +
-  - "A Novel Log-based Relevance Feedback Technique in Content-based Image Retrieval," C.H. Hoi and **M.R. Lyu**, //Proceedings ACM Multimedia 2004//, New York October 10-16 2004, pp.24-31.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MM2004_Hoi.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/MM2004_Hoi.ppt|[presentation]]] +
-  - "Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags," C.Y. Huang, C.T. Lin, S.Y. Kuo and **M.R. Lyu**, //Proceedings 28th Annual International Computer Software and Applications Conference (COMPSAC' 2004),// Hong Kong, September 28-30 2004, pp. 186-191.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/compsac2004.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Compsac2004.ppt|[presentation]]] +
-  - "Group-based Relevance Feedback with Support Vector Machine Ensembles," C.H. Hoi and **M.R. Lyu**, //Proceedings 17th International Conference on Pattern Recognition (ICPR'2004),// Cambridge, UK, August 23-26, 2004.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICPR04_1701_Hoi.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/ICPRposter04.ppt|[presentation]]]  +
-  - "Biased Support Vector Machine for Relevance Feedback in Image Retrieval," C.H. Hoi, C.H. Chan, K. Huang, **M.R. Lyu**, and I. King, //Proceedings International Joint Conference on Neural Networks (IJCNN'2004),// Budapest, Hungary, July 25-29, 2004.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/1646_Hoi_CR.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/IJCNN04_HOI.ppt|[presentation]]]  +
-  - "Learning Large Margin Classifiers Locally and Globally", K. Huang, H. Yang, I. King and **M.R. Lyu**, //Proceedings Twenty-first International Conference on Machine Learning (ICML'2004),// Banff, Alberta, Canada, July 4-8, 2004, pp. 401-408.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICML04.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICML04_1.ppt|[presentation]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/icml04posterA.ppt|[poster]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/icml04posterB.ppt|[poster]]]  +
-  - "Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine", K. Huang, H. Yang, I. King and **M.R. Lyu**, //Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR' 2004),// vol. 2, Washington, DC, June 27-July 2 2004, pp. 558-563.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/cvpr_Huang.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/CVPR04poster.ppt|[presentation]]]  +
-  - "Robust Face Recognition Using Minimax Probability Machine," C.H. Hoi and **M.R. Lyu**, //Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME'2004),// Taipei, Taiwan, June 27-30 2004. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICME04_Hoi_CR.pdf|[paper]]] +
-  - "Video Summarization by Video Structure Analysis and Graph Optimization," S. Lu, I. King, and **M.R. Lyu**, //Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME'04),// Taipei, Taiwan, June 27-30 2004. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icme2004.pdf|[paper]]] +
-  - "Video Summarization by Spatial-Temporal Graph Optimization," S. Lu, **M.R. Lyu**, and I. King, //Proceedings 2004 IEEE Symposium on Circuits and Systems (ISCAS¡¦04),// Vancouver, Canada, May 23-26, 2004.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISCAS2004.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/iscas2004posterNew.ppt|[presentation]]]  +
-  - "The PowerRank Web Link Analysis Algorithm," Y. Lu, B. Zhang, W. Xi, Z Chen, Y. Liu, **M.R. Lyu**, and W.Y. Ma, , //Poster Proceedings 13th International World Wide Web Conference (WWW'2004),// New York, May 17-22, 2004 , pp. 254-255.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www2004_yliu.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/www2004_yliu.ppt|[presentation]]] +
-  - "Affinity Rank: A New Scheme for Efficient Web Search,¡ Y. Liu, B. Zhang, Z. Chen, **M.R. Lyu**, and W.Y. Ma , //Poster Proceedings 13th International World Wide Web Conference (WWW'2004),// New York, May 17-22, 2004, pp. 338-339.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www2004_yliu0.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/Poster852.ppt|[presentation]]] +
-  - "Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme," P.W. Chan, **M.R. Lyu**, and R.T. Chin, //Poster Proceedings 13th International World Wide Web Conference (WWW'2004),// New York, May 17-22, 2004, pp.354-355.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www2004_pat.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/www2004_pat.ppt|[poster]]] +
-  - "Web Image Learning for Searching Semantic Concepts in Image Databases," C.H. Hoi and **M.R. Lyu**,// Poster Proceedings 13th International World Wide Web Conference (WWW'2004),// New York, May 17-22, 2004, pp. 406-407.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/www2004_steven.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/www2004_steven.ppt|[presentation]]] +
-  - "Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks," C.H. Ngai and **M.R. Lyu**,  //Proceedings 2nd International Workshop on Mobile Distributed Computing (MDC'04),// Tokyo, Japan, March 23-26 2004.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/MDC04.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/MDC.ppt|[presentation]]] +
-  - "An Authentication Service Against Dishonest Users in Mobile Ad Hoc Networks," C.H. Ngai, **M.R. Lyu**, and R.T. Chin, //Proceedings 2004 IEEE Aerospace Conference//, Big Sky,  Montana, U.S.A., March 6-13 2004.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero04_NL.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Aero04_120.ppt|[presentation]]] +
-  - "A Trust Model Based Routing Protocol for Secure Ad Hoc Networks," X. Li, **M.R. Lyu**, and J. Liu, //Proceedings 2004 IEEE Aerospace Conference//, Big Sky,  Montana, U.S.A., March 6-13 2004.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero04_TAODV.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Aero04_119.ppt|[presentation]]] +
-  - "Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs," X. Chen and **M.R. Lyu**, //Proceedings 2004 IEEE Aerospace Conference//, Big Sky,  Montana, U.S.A., March 6-13 2004. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/Aero04_queue.pdf|[PDF]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/Aero04_118.ppt|[presentation]]] +
-  - "Expected-Reliability Analysis for Wireless CORBA with Imperfect Components," X. Chen and **M.R. Lyu**, //Proceedings 2004 Pacific-Rim Dependable Computing//, Papeete, Tahiti,  French Polynesia, March 3-5 2004, pp. 207-215.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/reliability.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/PRDC04.ppt|[presentation]]] +
-  - "Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort," C.-Y. Huang, J.-H. Lo, S.-Y. Kuo, **M.R. Lyu**, //Proceedings 2004 Pacific-Rim Dependable Computing//, Papeete, Tahiti,  French Polynesia, March 3-5 2004, pp. 103-112.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/PRDC_2004_v2.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/PRDC_2004.ppt|[presentation]]] +
-  - "Biased Minimax Probability Machine for Medical Diagonsis," K. Huang, H. Yang, I. King, **M. R. Lyu**, and L.W. Chan, //Proceedings the Eighth International Symposium on Artificial Intelligence and Mathematics (AMAI'2004),// Fort Lauderdale, Florida, January 4-6, 2004. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/HuangK-aimath04.pdf|[paper]]] +
-  - "A New Software Testing Approach Based on Domain Analysis of Specifications and Programs," R. Zhao, **M.R. Lyu**, and Y. Min, //Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE'2003),// Denver, Colorado, November 17-20 2003, pp. 60-70.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre03.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ISSRE2003_Zhao.ppt|[presentation]]] +
-  - "An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering," **M.R. Lyu**, Z. Huang, K.S. Sze, and X. Cai, //Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE'2003),// Denver, Colorado, November 17-20 2003, pp. 119-130.  This paper received the ISSRE¡¦2003 Best Paper Award.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre2003.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ISSRE2003.ppt|[presentation]]] +
-  - "Domain Testing Based on Character String Predicate," R. Zhao, **M.R. Lyu**, and Y. Min, //in Proceedings 12th Asian Test Symposium (ATS'2003),// Xi'an, China, November 17-19 2003, pp. 96-101.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ats03.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ATSpresentation.ppt|[presentation]]] +
-  - "Character String Predicate Based Automatic Software Test Data Generation," R. Zhao and **M.R. Lyu**, //Proceedings 3rd International Conference on Quality Software (QSIC¡¦2003),// Dallas , Texas , November 6-7 2003 , pp. 255-262.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/qsic03.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/QSIC2003.ppt|[presentation]]]  +
-  - "A Wireless Handheld Multi-Modal Digital Video Library Client System," **M.R. Lyu**, J. Yen, E. Yau, and K.S. Sze, //Proceedings 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR¡¦2003), // November 7  2003,  Berkeley, California, pp. 231-238.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/mir03_52_lyu.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/MIR2003.ppt|[presentation]]] +
-  - "Sensitivity Analysis of Software Reliability for Component-Based Software Applications ," J.-H. Lo, C.-Y. Huang, S.-Y. Kuo, and **M.R. Lyu**, //Proceedings 27th Annual International Computer Software and Applications Conference (COMPSAC '2003),// Dallas, Texas, November 3-6 2003, pp. 500-505. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/camera_ready_compsac2003.pdf|[paper]]] +
-  - "A DWT-based Digital Video Watermarking Scheme with Error Correcting Code," P.W. Chan and **M.R. Lyu**, //Proceedings Fifth International Conference on Information and Communications Security (ICICS2003),// Huhehaote City, Inner-Mongolia, China, October 10-13, 2003; Lecture Notes in Computer Science, vol. 2836, Springer, 2003, pp. 202-213.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icics073.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/icics2003.ppt|[presentation]]] +
-  - "Performance and Effectiveness Analysis of Checkpointing in Mobile Environments," X. Chen and **M.R. Lyu**, //in Proceedings 22nd International Symposium on Reliable Distributed Systems//, Florence , Italy, October 6-8 2003, pp.131-140.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SRDS03.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/SRDS03.ppt|[presentation]]] +
-  - "Video Summarization Using Greedy Method in a Constraint Satisfaction Framework," S. Lu, I. King, and **M.R. Lyu**, //Proceedings 9th International Conference on Distributed Multimedia Systems (DMS'03),// Miami, Florida, USA, pages 456--461, September 24-26 2003, pp. 456-461. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/dms03.pdf|[paper]]] +
-  - "Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML," C.-A. Sun, J. Cao, M. Jin, C. Liu, and **M.R. Lyu**, //in Proceedings 5th International Workshop on Advanced Parallel Processing Technologies (APPT '03)//, Xiamen, China, September 17-19 2003, pp. 536-545.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/APPT03-S043.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/APPT03-UML.ppt|[presentation]]] +
-  - "Face recognition committee machines: Dynamic vs. static structures", H.-M. Tang, **M.R. Lyu**, and I. King, //Proceedings of The 12th International Conference on Image Analysis and Processing (ICIAP 2003)//, Mantova, Italy, 17-19 September 2003, pp. 121-126.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/iciap.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/ICIAP_Poster.ppt|[presentation]]] +
-  - "A Face Processing System Based on Committee Machine: The Approach and Experimental Results", K.-F. Jang, H.-M. Tang, **M. R. Lyu** and Irwin King, //10th Int'l Conf. on Computer Analysis of Images and Patterns (CAIP03) Groningen//, The Netherlands, Auguest 25-27, 2003, pp. 614-622.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/CAIP03.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/posterCAIP03.ppt|[presentation]]] +
-  - "A Progressive Fault Tolerant Mechanism in Mobile Agent Systems," **M.R. Lyu** and T.Y. Wong, //in Proceedings 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003),// Orlando , Florida, July 27-30 2003, Volume IX, pp. 299-306.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/SCI2003.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/sci03.ppt|[presentation]]] +
-  - "A Novel Scheme for Video Similarity Detection," C.H. Hoi, W. Wang and **M.R. Lyu**, //In Proceedings of International Conference on Image and Video Retrieval (CIVR2003),// Urbana-Champaign, Illinois, July 24-25 2003; Lecture Notes in Computer Science, vol. 2728, Springer, 2003, pp. 373-382.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/civr03_published.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/CIVR_poster.ppt|[presentation]]] +
-  - "Discriminative Training of Bayesian Chow-Liu Tree Multinet Classifiers," K. Huang, I. King, and **M. R. Lyu**, //in Proceedings International Joint Conference on Neural Network 2003 (IJCNN2003),// pp. 484-488, Portland , Oregon , July 20-24 2003.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/IJCNN2003.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/IJCNN2003.ppt|[presentation]]] +
-  - "Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifiers," K. Huang, I. King, and **M.R. Lyu**,  //in Lecture Notes of Computer Science//, Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing (ICANN&ICONIP 2003),  June 26-29, 2003, Istanbul, Turkey; Publisher: Springer-Verlag Heidelberg, vol. 2714 / January 2003, pp. 115-122. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICANN03.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICANN2003.ppt|[presentation]]] +
-  - "Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment," W. Wang and **M.R. Lyu**, //Proc. 2003 International Conference on Multimedia & Expo (ICME2003)//, Baltimore, Maryland, July 6-9 2003. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICME1722.pdf|[paper]]] +
-  - "PVCAIS: A Personal Videoconference Archive Indexing System," J. Song, **M.R. Lyu**, J.-N. Hwang, and M. Cai, //Proc. 2003 International Conference on Multimedia & Expo (ICME2003),// Baltimore, Maryland, July 6-9 2003. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICME03_1429.pdf|[paper]]]   +
-  - "A Wireless Client for Accessing Multimodal Digital Video Library Systems," K.S. Sze, **M.R. Lyu**, K.P. Choi, and H.H. Yau,  //Poster Proc. 12th International World Wide Web Conference (WWW2003),// Budapest, Hungary, May 20-24 2003. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/p182-sze/p182-sze.htm|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/WWW12.ppt|[presentation]]] +
-  - "Message Logging and Recovery in Wireless CORBA Using Access Bridge," X. Chen and **M.R. Lyu**,  //Proc. 6th International Symposium on Autonomous Decentralized Systems (ISADS2003)//, Pisa, Italy, April 9-11 2003, pp.107-114.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/wcorba.pdf|[paper]]][[http://www.cse.cuhk.edu.hk/~lyu/presentation/isads03.ppt|[presentation]]] +
-  - "A Robust Statistic Method for Classifying Color Polarity of Video Text," J. Song, M. Cai, and **M.R. Lyu**, //Proc. International Conference on Acoustics//, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.581-584. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICASSP2556.pdf|[paper]]]   +
-  - "Face Recognition Committee Machine," H.-M. Tang, **M.R. Lyu** and I. King, //Proc. International Conference on Acoustics//, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.837-840.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icassp03.pdf|[paper]]]  +
-  - "Constructing a Large Node Chow-Liu Tree Based On Frequent Itemsets," K. Huang, I. King, and **M. R. Lyu**, //Proc. 9th International Conference on Neural Information Processing//, Orchid Country Club , Singapore , November 18-22 2002, pp. 498-502. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ICONIP.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICONIP2002-cr1317.ppt|[presentation]]]  +
-  - "Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier," K. Huang, I. King and **M.R. Lyu**, //Proc. 2nd IEEE International Conference on Systems Man and Cybernetics, Hammamet//, Tunisia, October 6-9, 2002, pp. TA1F3. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ieeesmc02Huang.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/SMC2002.ppt|[presentation]]]  +
-  - "Optimal Allocation of Testing Resources for Modular Software Systems," C.Y. Yu, J.H. Lo, S.Y. Kuo, and **M.R. Lyu**, //Proc. 13th International Symposium on Software Reliability Engineering (ISSRE¡¦2002)//, Annapolis, MD, November 12-15 2002, pp.129-138. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISSRE_2002.pdf|[paper]]] +
-  - "A New Approach for Video Text Detection," M. Cai, J.Q. Song and **M.R. Lyu**, //Proc. International Conference on Image Processing (ICIP2002),// vol. 1, Rochester, New York, Sept. 22-25 2002, pp. 117-120. [[http://www.cse.cuhk.edu.hk/~lyu/staff/CaiMin/1781_cai_m.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/ICIP_report.ppt|[presentation]]]  +
-  - "XVIP: An XML-Based Video Information Processing System," C.H. Ngai, P.W. Chan, E. Yau and **M.R. Lyu**, //Proc. 26th Annual International Computer Software and Applications Conference (COMPSAC2002),// Oxford, England, August 26-29 2002, pp.173-178.  [[http://www.cse.cuhk.edu.hk/~lyu/student/fyp01/lyu0102/XVIP.pdf|[paper]]]  +
-  - "Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications," J.H. Lo, S.Y. Kuo, **M.R. Lyu**, and C.Y. Huang, //Proc. 26th Annual International Computer Software and Applications Conference (COMPSAC2002),// Oxford, England, August 26-29 2002, pp.7-12. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/compsac2002.pdf|[paper]]] +
-  - "Graphics Recognition from Binary Images: One Step or Two Steps," J.Q. Song, M. Cai and **M.R. Lyu**, //Proc. International Conference on Pattern Recognition (ICPR¡¦02),// vol. 3, Quebec City, Canada, August 11-15 2002, pp. 135-138. [[http://www.cse.cuhk.edu.hk/~lyu/staff/SongJQ/511_song_j.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/staff/SongJQ/poster_511_song_j.pdf|[poster]]]  +
-  - "Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images," J.Q. Song, M. Cai and **M.R. Lyu**, //Proc. International Conference on Pattern Recognition (ICPR¡¦02),// vol. 1, Quebec City, Canada, August 11-15 2002, pp. 608-611. [[http://www.cse.cuhk.edu.hk/~lyu/staff/SongJQ/164_song_j.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/staff/SongJQ/poster_164_song_j.pdf|[poster]]]  +
-  - "A New Approach for line recognition in large-size images using Hough Transform," J.Q. Song, M. Cai and **M.R.Lyu**, //Proc. International Conference on Pattern Recognition (ICPR¡¦02),// vol. 1, Quebec City, Canada, August 11-15 2002, pp. 33-36. [[http://www.cse.cuhk.edu.hk/~lyu/staff/SongJQ/47_song_j.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/staff/SongJQ/poster_47_song_j.pdf|[poster]]] +
-  - "A Multilingual, Multimodal Digital Video Library System," **M.R. Lyu**, E. Yau, and K.S. Sze, //in Proc. Joint Conference on Digital Libraries//, Portland, July 14-18 2002, pp.145-153 . [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/p77-lyu.pdf|[paper]]] +
-  - "iVIEW: An Intelligent Video over InternEt and Wireless Access System," **M.R. Lyu**, E. Yau, and K.S. Sze,  //in Proc. 11th International World Wide Web Conference (WWW2002),// Practice and Experience Track, Hawaii, May 7-11 2002. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/paper.pdf|[paper]]] +
-  - "ADVISE: Advanced Digital Video Information Segmentation Engine," C.W. Ng and **M.R. Lyu**, //in Poster Proc. 11th International World Wide Web Conference (WWW2002),// Hawaii, May 7-11 2002. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/poster_cwng.pdf|[paper]]] +
-  - "A Wireless XML-Based Handheld Multimodal Digital Video Library Client System," K. S. Sze, K. P. Choi, and **M.R. Lyu**, //in Poster Proc. 11th International World Wide Web Conference (WWW2002),// Hawaii , May 7-11 2002 .  This paper received the best poster paper award at the WWW2002 conference.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/poster.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/WWW11.ppt|[poster]]]  +
-  - "A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data," P. Guo and **M.R. Lyu**, //in Proceedings 8th International Conference on Neural Information Processing//, Shanghai, China, Nov. 14-18 2001, pp. 1321-1326. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/iconip01.pdf|[paper]]] +
-  - "An Agent-based Platform for Online Auctions," Anson Lee, **M.R. Lyu** and Irwin King, //in Proceedings International Conference on Internet Computing (IC¡¦2001),// Volume II, Las Vegas, Nevada, USA, June 25-28 2001, pp.743-749. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ic2001.pdf|[paper]]] +
-  - "Tunneling across firewalls by using XML and Servlets: An experiment on CORBA," Wing Hang Cheung, **M.R. Lyu** and Kam Wing Ng, //in Proceedings International Conference on Internet Computing (IC¡¦2001),// Volume I, Las Vegas, Nevada, USA, June 25-28 2001, pp.379-385. [[http://www.cse.cuhk.edu.hk/~lyu/student/mphil/vincent/ic2001.pdf|[paper]]] +
-  - "Design and Implementation of XML-Based Digital Video Library System," Jacky C.K. Ma and **M.R. Lyu**, //in Proceedings International Conference on Internet Computing (IC¡¦2001),// Volume I, Las Vegas, Nevada, USA, June 25-28 2001, pp. 371-374. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/jacky-ic2001.pdf|[paper]]] +
-  - "Video Comparison Using Tree Matching Algorithms," Chung Wing Ng, Irwin King and **M.R. Lyu**, //in Proceedings International Conference on Imaging Science//, Systems, and Technology (CISST¡¦2001), Volume I, Las Vegas, Nevada, USA, June 25-28 2001, pp.184-190. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/videocompfin.pdf|[paper]]] +
-  - "ComPARE: A Generic Quality Assessment Environment for Component-Based Software Systems," Xia Cai, **M.R. Lyu**, Kam-Fai Wong and Mabel Wong, //in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001),// Las Vegas, Nevada, USA, June 25-28 2001, pp.348-354. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ComPARE.pdf|[paper]]] +
-  - "Simulation Techniques for Component-Based Software Reliability Modeling with Project Application," Ruohao Huang, **M.R. Lyu** and Karama Kanoun, //in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001),// Las Vegas, Nevada, USA, June 25-28 2001, pp. 283-289. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ISE007.pdf|[paper]]] +
-  - "A Novel PAT-Tree Approach to Chinese Document Clustering," Kenny Kwok, **M.R. Lyu** and Irwin King, //in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001),// Las Vegas, Nevada, USA, June 25-28 2001, pp.85-91. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/isep.pdf|[paper]]] +
-  - "Agent-based Multimedia Data Sharing Platform," Anson Lee, **M.R. Lyu** and Irwin King, //in Proceedings International Symposium on Information Systems and Engineering (ISE¡¦2001),// Las Vegas, Nevada, USA, June 25-28 2001, pp. 18-24. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ise2001.pdf|[paper]]] +
-  - "Integrating Digital Libraries by CORBA, XML and Servlet," W.H. Cheung, **M.R. Lyu** and K.W. Ng, //in Proceedings First ACM/IEEE-CS Joint Conference on Digital Libraries,// Roanoke, Virginia, June 24-28 2001, pp. 472. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/finaljcdl.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/jcdlposter.ppt|[poster]]]  +
-  - "Component-Based Software Engineering: Technologies, Development Frameworks, and Quality Assurance Schemes," X. Cai, **M.R. Lyu**, K.F. Wong, and R. Ko,//in Proceedings Asian-Pacific Software Engineering Conference (APSEC'2000),// Singapore, December 2000, pp. 372-379. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/apsec.pdf|[paper]]]  +
-  - "Software Quality Prediction Using Mixture Models with EM Algorithm," P. Guo and **M.R. Lyu**, //in Proceedings First Asia-Pacific Conference in Quality Software (APAQS2000),// Hong Kong, October 30-31 2000, pp. 69-78.  [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/apaqs041_final.pdf|[paper]]] +
-  - "A Phase-Based Approach to Creating Highly Reliable Software," **M.R. Lyu**, //in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC'2000),// Taipei, Taiwan, October 25-27 2000, pp.276-277.[[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/panel.pdf|[paper]]] (Chinese version) [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/panel_chn.pdf|[paper]]]  +
-  - "Firewall Security: Policies, Testing, and Performance Evaluation," **M.R. Lyu** and L. Lau, //in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC'2000),// Taipei, Taiwan, October 25-27 2000, pp.116-121. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/kylau.pdf|[paper]]] +
-  - "Effort-Index-Based Software Reliability Growth Models and Performance Assessment," C.Y. Huang, S.Y. Kuo, **M.R. Lyu**, and J.H. Lo, //in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC'2000),// Taipei, Taiwan, October 25-27 2000, pp.454-459. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/A13-07_huang.pdf|[paper]]] +
-  - "Quantitative Software Reliability Modeling from Testing to Operation," C.Y. Huang, S.Y. Kuo, **M.R. Lyu**, and J.H. Lo, //in Proceedings 11th International Symposium on Software Reliability Engineering (ISSRE'2000),// San Jose, California, October 9-11 2000, pp.72-82. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang.pdf|[paper]]] +
-  - "ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications," S.K. Sze and **M.R. Lyu**, //in Proceedings 11th International Symposium on Software Reliability Engineering (ISSRE'2000),// San Jose, California, October 9-11 2000, pp.327-335. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/125_lyu.pdf|[paper]]] +
-  - "The Design, Implementation and Evaluation of an Internet Payment System," K. L. Chong, C. H. Ho, C. H. Lau, **M.R. Lyu**, and Y. S. Moon, //in Proceedings World Computer Congress: Information Technology for Business Management (WCC-ITBM2000),// Beijing, China, August 21-25 2000, pp. 636-639. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/klchong.pdf|[paper]]] +
-  - "Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications," H.W. Chan, K.M. Wong, T.Y. Wong, and **M.R. Lyu**, //in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'2000),// Las Vegas, Nevada, June 26-29 2000, pp. 1871-1877. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/569p.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/poster_ppt/pdpta00.ppt|[poster]]]  +
-  - "Chinese Optical Character Recognition for Information Extraction from Video Images," W.H. Cheung, K.F. Pang, **M.R. Lyu**, K.W. Ng, and I. King, //in Proceedings of the International Conference on Imaging Science//, Systems, and Technology (CISST'2000), Las Vegas, Nevada, June 26-29 2000, pp. 269-275. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ocr.pdf|[paper]]] +
-  - "Virtual Campus: A Web-based Customized Learning Environment," K.P Ma, **M.R. Lyu** and W.K. Kan, //in Proceedings of the International Conference on Internet Computing (IC'2000),// Las Vegas, Nevada, June 26-29 2000, pp. 119-125. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ic2000.pdf|[paper]]] +
-  - "Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure," P. Guo and **M.R. Lyu**, //in Proceedings of the International Conference on Artificial Intelligence (IC-AI'2000),// Las Vegas, Nevada, June 26-29, 2000, pp. 1187-1193. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icai-242a.pdf|[paper]]] +
-  - "A Study on Color Space Selection for Determining Image Segmentation Region Number," P. Guo and **M.R. Lyu**, //in Proceedings of the International Conference on Artificial Intelligence (IC-AI'2000),// Las Vegas, Nevada, June 26-29, 2000, pp. 1127-1132. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/icai_243a.pdf|[paper]]] +
-  - "SIAS: A Secure Shopping Information Agent System," H.W. Chan, T.Y. Wong, K.M Wong, and **M.R. Lyu**, //in Proceedings Fourth International Conference on Autonomous Agents (Agents 2000),// Barcelona, Catalonia, Spain, June 3-7 2000, pp. 257-258. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/a190.pdf|[paper]]] +
-  - "Security Modeling and Evaluation for the Mobile Code Paradigm," H.W. Chan and **M.R. Lyu**, //in Proceedings 1999 Asian Computing Science Conference (ASIAN'99),// Phuket, Thailand, December 1999, pp. 371-372. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/58.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/asian99.ppt|[presentation]]]   +
-  - "Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm," G. Xing and **M.R. Lyu**, //in Proceedings 1999 Asia-Pacific Software Engineering Conference (APSEC'99),// Takamatsu, Japan, December 1999, pp. 530-536. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/apsec99.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/apsec99.ppt|[presentation]]]  +
-  - "Software Reliability Modeling and Cost Estimation Incorporating Testing-Effort and Efficiency," C.-Y. Huang, J.-H. Lo, S.-Y. Kuo, and **M.R. Lyu**, //in Proceedings 10th International Symposium on Software Reliability Engineering (ISSRE'99),// West Palm Beach, Florida, November 1999, pp. 62-72. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/issre99.pdf|[paper]]] +
-  - "Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency," C.-Y. Huang, S.-Y. Kuo, and **M.R. Lyu**, //in Proceedings 23rd Annual International Computer Software and Applications Conference (COMPSAC'99),// Phoenix, Arizona, October 1999, pp. 468-473. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/huang.pdf|[paper]]] +
-  - "The Mobile Code Paradigm and Its Security Issues," H.W. Chan and **M.R. Lyu**, //Proceedings 1999 Asia Pacific Web Conference (APWEB'99),// Hong Kong, September 1999, also appears in World Wide Web: Technologies and Applications for the New Millennium, G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 353-357. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/apweb99.pdf|[paper]]] [[http://www.cse.cuhk.edu.hk/~lyu/presentation/apweb99.ppt|[presentation]]]  +
-  - "A Web-Based Customized Virtual Learning Environment," K.P. Ma and **M.R. Lyu**, //Proceedings 1999 Asia Pacific Web Conference (APWEB'99),// Hong Kong, September 1999; also appears in World Wide Web: Technologies and Applications for the New Millennium , G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 37-43. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/ap0010.pdf|[paper]]] +
-  - "Software Fault Tolerance in a Clustered Architecture: Techniques and Reliability Modeling," **M.R. Lyu** and V.B. Mendiratta, //in Proceedings 1999 IEEE Aerospace Conference//, Snowmass, Colorado, March 6-13 1999, pp.141 -150 vol.5. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/fp024.pdf|[paper]]] +
-  - "Web-Based Education Techniques: Workflow, Collaboration, and Quality of Service," **M.R. Lyu**, Y.S. Moon, W.K. Kan, and M.A. Vouk, //in Proceedings 1998 Conference on Quality in Teaching and Learning in Higher Education//,Hong Kong, December 10-12 1998, pp. 245-252. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/qtl_paper.pdf|[paper]]] +
-  - "Web-CASRE: A Web-Based Tool for Software Reliability Modeling," **M.R. Lyu** and Jurgen Schonwalder,//in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98) Industry Track//, Paderborn, Germany, November 4-7 1998, pp. 151-160. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/web-casre.ps|[paper]]] +
-  - "Software Reliability Analysis Incorporating Fault Detection and Debugging Activities," S.S. Gokhale, **M.R. Lyu**, and K.S. Trivedi, //in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98),//Paderborn, Germany, November 4-7 1998, pp. 202-211. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre98_2.ps|[paper]]] +
-  - "Reliability Simulation of Component-Based Software Systems," S.S. Gokhale, **M.R. Lyu**, and K.S. Trivedi, //in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98),// Paderborn, Germany, November 4-7 1998, pp. 192-201. This paper receives the ISSRE'98 Best Paper Award. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre98_1.ps|[paper]]] +
-  - "Issues in the Next Generation of Dependability Standards," N. Schneidewind, J-C. Laprie, A. Nikora, **M.R. Lyu**, J. Musa and W.Everett, //in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE'98),//Paderborn, Germany, November 4-7 1998, pp. 101-104. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre98_panel.ps|[paper]]] +
-  - "Dependable Computing Systems Keynote Speech: Design, Testing,and Evaluation Techniques for Software Reliability Engineering," **M.R. Lyu**, //in Proceedings 24th Euromicro Conference//, Vasteras, Sweden, August 25-27 1998, pp. xxxix-xlvi. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/euro98.ps|[paper]]] +
-  - "A Summary of QoS Support in SWAN," T. Chen, P.Krzyzanowski, **M. R. Lyu**, C. Sreenan, and J. Trotter,//in Proceedings 6th IEEE/IFIP International Workshop on Quality of Service (IWQoS'98)//, Napa, California, May 18-20 1998, pp. 272-274. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/iwqos98.ps|[paper]]] +
-  - "A Phase-Based Approach to Integrate Reliable Software," in Proceedings 1998 Quality Week, San Francisco, California, May 1998.  +
-  - "Bringing Software Tools to the Web - Architecture Issues and Porting Experience," **M.R. Lyu** and J. Schoenwaelder,//in Proceedings International Symposium on Internet Technologies//, Taipei, Taiwan, April 1998, pp. 136-141. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/web_casre.ps|[paper]]] +
-  - "An Integrated Approach to Achieving High Software Reliability," **M.R. Lyu**, //in Proceedings 1998 IEEE Aerospace Conference//, Snowmass at Aspen, Colorado, March 21-28, 1998, vol. 4, pp.123-136. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/aero98orig.pdf|[paper]]] +
-  - "Model Validation Using Simulated Data," S.S. Gokhale, **M.R. Lyu**, and K.S. Trivedi, //in Proceedings 1998 IEEE Workshop on Application-Specific Software Engineering and Technology (ASSET'98),//Dallas, Texas, March 1998, pp. 22-27. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/asset98.ps|[paper]]] +
-  - "Reliability Simulation for Fault-Tolerant Software and System," S.S. Gokhale, **M.R. Lyu**, and K.S. Trivedi, //in PRFTS'97//, Taipei, Taiwan, December 1997.[[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/prfts97.ps|[paper]]]  +
-  - "Optimization of Reliability Allocation and Testing Schedule for Software Systems," **M.R. Lyu**, S. Rangarajan, and A.P.A. van Moorsel, //in Proceedings IEEE ISSRE'97//, Albuquerque, New Mexico, November 2-5 1997, pp. 336-346. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/final.pdf|[paper]]] +
-  - "A VC-based API for Renegotiable QoS in Wireless ATM Networks," T. Chen, P.Krzyzanowski,** M.R. Lyu**, C. Sreenan, and J. Trotter,//in Proceedings IEEE International Conference on Universal Personal Communications (ICUPC'97),//San Diego, California, October 1997, pp. 119-123. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/icupc97.ps|[paper]]] +
-  - "Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software," M.Chen, **M.R. Lyu**, and E. Wong, //in Proceedings 16th IEEE Symposium on  Reliable Distributed Systems//, Durham, North Carolina, October 1997, 45-52.[[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/srds97.ps|[paper]]]  +
-  - "Renegotiable Quality of Service - A New Scheme for Fault Tolerance in Wireless Networks," T. Chen, P. Krzyzanowski, **M.R. Lyu**, C. Sreenan, and J. Trotter,//in Proceedings IEEE FTCS-27//, Seattle, Washington, June 25-27 1997, pp. 21-30. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ftcs27.ps|[paper]]] +
-  - "Effect of Repair Policies on Software Reliability," S.S. Gokhale, P.N. Marinos, K.S. Trivedi, and **M.R. Lyu**, //in Proceedings IEEE COMPASS'97,// Gaithersburg, Maryland, June 18-19 1997, pp. 105-116.[[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/compass97.ps|[paper]]]  +
-  - "Software Reliability Engineering Techniques: Modeling, Implementation, Analysis," **M.R. Lyu**, //in Proceedings IAPD Workshop on Managing Issues of Reliability in New Product Development//, Edison, New Jersey, June 9-10 1997.  +
-  - "Simulation Techniques for Software Reliability Engineering Incorporating Software Architecture," S. Gokhale, **M.R. Lyu**, and K. S. Trivedi,// in Proceedings IEEE Software Reliability Engineering Workshop//, Middletown, New Jersey, June 3-4 1997.  +
-  - "On Building Reliable Software Systems: An Integrated Approach," **M.R. Lyu**, //in Proceedings Third International Conference on Reliability//, Quality & Safety of Software-Intensive Systems, D. Gritzalis and T. Anderson (eds.), Athens, Greece, June 1997, pp. 194-234.  +
-  - "Regression Tree Modeling for the Prediction of Software Quality," S.S. Gokhale and **M.R. Lyu**, //in Proceedings 3rd ISSAT International Conference on Reliability and Quality in Design//, Anaheim, California, March 1997, pp. 31-36. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issat97.ps|[paper]]] +
-  - "Diversity in the Software Development Process," V.Hilford, **M.R. Lyu**, B. Cukic, A. Jamoussi, and F.B. Bastani, //in Proceedings IEEE WORDS'97//, Newport Beach, California, February 1997, pp. 129-136. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/words97.ps|[paper]]] +
-  - "Quality of Service Guarantees in a Wireless Network," T. Chen, P.Krzyzanowski, **M.R. Lyu**, C. Sreenan, and J. Trotter,//in Proceedings Lucent Technologies Wireless Workshop//, November 11-12 1996.  +
-  - "An Empirical Study of the Correlation between Code Coverage and Reliability Estimation," M.Chen, **M.R. Lyu**, and E. Wong, //Proceedings IEEE METRICS'96//, Berlin, Germany, March 1996, pp. 133-141. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/metrics96.ps|[paper]]] +
-  - "Reliability of Safety-Critical Systems," N.Schneidewind, F.Bastani, and **M.R. Lyu**, //Proceedings IEEE ISSRE'95//,Toulouse, France, October 1995, pp. 264-267.  +
-  - "An Experiment in Determining Software Reliability Model Applicability," A.P.Nikora and **M.R. Lyu**, //Proceedings IEEE ISSRE'95//,Toulouse, France, October 1995, pp. 304-313. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre95_nofigs.ps|[paper]]] +
-  - "Software Reliability Study in a Large-Scale Telecommunications Software System," D. Carman, A. Dolinsky, **M.R. Lyu**, and J. Yu, //Proceedings IEEE ISSRE'95//,Toulouse, France, October 1995, pp. 350-359. +
-  - "ARMOR: Analyzer for Reducing Module Operational Risk," **M.R. Lyu**, J.S. Yu, E. Keramidas, and S.R. Dalal, //Proceedings IEEE FTCS-25//, Pasadena, California, June 27-30 1995, pp. 137-142. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ftcs25.ps|[paper]]] +
-  - "A Generalized Software Reliability Process Simulation Technique and Tool," R.Tausworthe and **M.R. Lyu**, //in Proceedings IEEE ISSRE'94//, Monterey, California, November 6-9 1994, pp. 264-273. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre94.ps|[paper]]] +
-  - "Software Reliability:To Use or Not To Use?" **M.R. Lyu**, F.Buckley, R.Tausworthe, T.Keller,and J. Musa, //in Proceedings IEEE ISSRE'94//,Monterey, California, November 6-9 1994, pp. 66-73. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre94_panel.ps|[paper]]] +
-  - "System Reliability Analysis of an N-Version Programming Application," J.B. Dugan and **M.R. Lyu**, //in Proceedings IEEE ISSRE'93//, Denver, Colorado, November 3-6 1993, pp. 103-111. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00624279.pdf|[paper]]] +
-  - "A Coverage Analysis Tool for the Effectiveness of Software Testing," **M.R. Lyu**, J.R. Horgan, and S. London, //selected as **best paper** in Proceedings IEEE ISSRE'93//, Denver, Colorado, November 3-6 1993, pp. 25-34. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00624271.pdf|[paper]]] +
-  - "A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement," **M.R. Lyu**, A. Nikora, and W.Farr,//in Proceedings IEEE FTCS-23//,Toulouse, France, June 22-24 1993, pp. 648-653. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/ftcs23.ps|[paper]]] +
-  - "Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming," **M.R. Lyu** and A. Avizienis, //in Fault-Tolerant Software Systems: Techniques and Applications//, H. Pham (ed.), IEEE Computer Society Press Technology Series, October 1992, pp. 45-54; also in Proceedings 2nd IEEE International Working Conference on Dependable Computing for Critical Applications, Tucson, Arizona, February 18-20 1991, pp. 89-98. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/AssuringDesignDiversity.pdf|[paper]]] +
-  - "Making Better Software Reliability Estimations by A Practical Tool," **M.R. Lyu**, A. Nikora and W.Farr, //Proceedings 2nd Bellcore/Purdue Software Reliability Workshop//, October 12-13 1992, Livingston, New Jersey, pp 11-27.  +
-  - "Reliability and Maintainability Related Software Coupling Metrics in C++ Programs," C. Rajaraman and **M.R. Lyu**, //in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE'92),// Research Triangle Park, North Carolina, October 8-10 1992, pp. 303-311. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre92_oo.ps|[paper]]] +
-  - "Software Reliability Measurements in N-Version Software Execution Environment," **M.R. Lyu**, //in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE'92),//Research Triangle Park, North Carolina, October 8-10 1992, pp. 254-263. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/issre92_nvp.ps|[paper]]] +
-  - "Software Diversity Metrics and Measurements," **M.R. Lyu**, J. Chen and A. Avizienis, //in Proceedings IEEE COMPSAC-92,//Chicago, Illinois, September 1992, pp. 69-78. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/compsac92.ps|[paper]]] +
-  - "Some Coupling Measures for C++ Programs," C. Rajaraman and **M.R. Lyu**, //in Proceedings TOOLS USA 92 Conference//, Santa Barbara, California, August 1992, pp. 225-234. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/tools92.ps|[paper]]] +
-  - "CASRE - A Computer-Aided Software Reliability Estimation Tool," **M.R. Lyu** and A. Nikora, //in Proceedings 1992 IEEE Computer-Aided Software Engineering Workshop//, Montreal, Canada, July 1992, pp. 264-275. [[http://www.cse.cuhk.edu.hk/~lyu/paper_ps/case92.ps|[paper]]] +
-  - "A Linear Combination Software Reliability Modeling Tool with a Graphically-Oriented User Interface," A. Nikora, **M.R. Lyu**, and T. Antczak, //in Proceedings IEEE Symposium on Assessment of Quality Software Development Tools//, New Orleans, Louisiana, May 27-29 1992, pp. 21-31. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00205831.pdf|[paper]]] +
-  - "On the Development of Highly Reliable Software for Critical Applications," **M.R. Lyu**, //in Proceedings Pacific Northwest Software Quality Conference//, Portland, Oregon, October 7-8 1991.  +
-  - "Software Reliability Measurements through Combination Models: Approaches, Results, and a CASE Tool," **M.R. Ly**u and A. Nikora, //in Proceedings IEEE COMPSAC-91//, Tokyo, Japan, Sept. 11-13 1991, pp. 577-584. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00170242.pdf|[paper]]] +
-  - "A Heuristic Approach for Software Reliability Prediction: The Equally-Weighted Linear Combination Model," **M.R. Lyu** and A. Nikora, //in Proceedings 1991 IEEE International Symposium on Software Reliability Engineering//, Austin, Texas, May 17-18 1991, pp. 172-181. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00145376.pdf|[paper]]] +
-  - "Panel: Research and Development Issues in Software Reliability Engineering," **M.R. Lyu**, H. Hecht, H. Kopetz, D.Miller, J.Musa, M. Ohba and D. Siefert, //in Proceedings 1991 IEEE International Symposium on Software Reliability Engineering//, Austin, Texas, May 17-18 1991, pp. 80-87. {{:paper:panel_research_and_development_issues_in_software_reliability_engineering.pdf|paper}}  +
-  - "PANEL: Research and Development Issues in Software Reliability Engineering," **M.R. Lyu**, //in SIGSOFT Softw. Eng. Notes//, New York, USA, April 1991, pp. 23-30. {{:paper:sigsoft_research_and_development_issues_in_software_reliability_engineering.pdf|paper}} +
-  - "Measuring Reliability of Embedded Software: An Empirical Study with JPL Project Data," **M.R. Lyu**, //in Proceedings International Conference on Probabilistic Safety Assessment and Management// ,Beverly Hills, California, February 4-7 1991, pp. 493-500.  +
-  - "On The Effectiveness of Multiversion Software in Digital Avionics," A. Avizienis and **M.R. Lyu**, //in Proceedings the AIAA/IEEE 8th Digital Avionics Systems Conference//, San Jose, California, October 1988.  +
-  - "In Search of Effective Diversity: A Six-Language Study of Fault-Tolerant Flight Control Software," A. Avizienis, **M.R. Lyu**, and W.Schuetz, //in Proceedings the IEEE Eighteenth Annual International Symposium on Fault-Tolerant Computing (FTCS-18),//Tokyo, Japan, June 1988, pp. 15-22. [[http://www.cse.cuhk.edu.hk/~lyu/paper_pdf/00005291.pdf|[paper]]] +
-  - "Design and Evaluation of Fault-Tolerant Multi-Version Software," A. Avizienis and **M.R. Lyu**, //in Annual National Joint Conference on Software Quality and Reliability//, Arlington, Virginia, March 1988.  +
-  - "Multi-Version Software Development," J.P.J. Kelly, A. Avizienis, B.T. Ulery, B.J. Swain, **M.R. Lyu**, A.T.Tai, and K.S. Tso, //in Proceedings IFAC Workshop SAFECOMP'86//,Sarlat, France, October 1986, pp. 43-49.  +
-  - "Software Fault-Tolerance by Design Diversity; DEDIX: A Tool for Experiments," A. Avizienis, P. Gunningberg, J.P.J. Kelly, **M.R. Lyu**, L. Strigini, P.J. Traverse, K.S. Tso, and U. Voges, //in Proceedings IFAC Workshop SAFECOMP'85//,Como, Italy, October 1985, pp. 173-178. +
 +  * <color black/aqua>SE</color> = Software Engineering
 +  * <color black/fuchsia>ML</color> =  Machine Learning, AI
 +  * <color black/yellow>DS</color> = Distributed Systems, Networking, Web services
 +  * <color black/lime>MM</color> = Multimedia
- +^ <fs 0.8em>Year</fs> ^ <color black/aqua>SE</color> ^ <color black/fuchsia>ML</color> ^ <color black/yellow>DS</color> ^ <color black/lime>MM</color> ^ <fs 0.8em>Total</fs> ^ 
 +| <fs 0.8em>**[[#year2024|2024]]**</fs> | <fs 0.8em>[[#dwang_icse2024_an|ICSE(4)]]</fs> | <fs 0.8em>[[#jhuang_iclr2024_who|ICLR]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>5</fs> | 
 +| <fs 0.8em>**[[#year2023|2023]]**</fs> | <fs 0.8em>[[#xren_esecfse2023_api-knowledge|ESEC/FSE(2)]],[[#zwang_ccs2023_fine-grained|CCS]],[[#yhuo_issre2023_evlog|ISSRE(3)]],[[#wwang_ase2023_an|ASE(8)]],[[#wwang_issta2023_validating|ISSTA]],[[#clee_icse2023_eadro|ICSE(6)]]</fs> | <fs 0.8em>[[#yli_emnlp2023_cleva|EMNLP]],[[#yhuo_icdmw2023_a|ICDM-W]],[[#jzhang_ijcai2023_towards|IJCAI]],[[#zli_aaai2023_cdta|AAAI]]</fs> | <fs 0.8em>[[#jshen_sosp2023_ditto|SOSP]],[[#xluo_osdi2023_smart|OSDI]],[[#jshen_fast2023_fusee|FAST]]</fs> | <fs 0.8em>[[#zhu_iccv2023_vl-pet|ICCV]],[[#jzhang_cvpr2023_improving|CVPR(2)]]</fs> | <fs 0.8em>31</fs> | 
 +| <fs 0.8em>**[[#year2022|2022]]**</fs> | <fs 0.8em>[[#cwang_esecfse2022_no|ESEC/FSE]],[[#yhuo_issrew2022_logvm|ISSRE-W(2)]],[[#jhuang_issta2022_aeon|ISSTA]],[[#tyang_dsn2022_characterizing|DSN]],[[#zchen_icse2022_adaptive|ICSE(3)]]</fs> | <fs 0.8em>[[#yli_emnlp2022_eliciting|EMNLP(2)]],[[#hbai_neurips2022_towards|NeurIPS]],[[#ygao_naaclhltfindings2022_retrieval-augmented|NAACL-HLT-Findings]],[[#wgu_acl2022_accelerating|ACL(2)]],[[#jli_aaai2022_text|AAAI]]</fs> | <fs 0.8em></fs> | <fs 0.8em>[[#jzhang_cvpr2022_improving|CVPR]]</fs> | <fs 0.8em>16</fs> | 
 +| <fs 0.8em>**[[#year2021|2021]]**</fs> | <fs 0.8em>[[#tyang_ase2021_aid|ASE(2)]]</fs> | <fs 0.8em>[[#cyau_iconip2021_dap-bert|ICONIP]],[[#hbai_aclijcnlp2021_binarybert|ACL-IJCNLP(2)]],[[#xfang_ijcnn2021_discrete|IJCNN]],[[#yhao_naaclhlt2021_multi-task|NAACL-HLT]]</fs> | <fs 0.8em>[[#jshen_icdcs2021_defuse|ICDCS]],[[#tyang_wwwc2021_tour|WWW:C]]</fs> | <fs 0.8em>[[#wwu_cvpr2021_improving|CVPR]]</fs> | <fs 0.8em>10</fs> | 
 +| <fs 0.8em>**[[#year2020|2020]]**</fs> | <fs 0.8em>[[#mlyu_icsocw2020_software|ICSOC-W]],[[#zchen_esecfse2020_towards|ESEC/FSE]]</fs> | <fs 0.8em>[[#jwang_neurips2020_revisiting|NeurIPS(2)]],[[#ywang_emnlp2020_cross-media|EMNLP(4)]],[[#ygao_emnlpfindings2020_dialogue|EMNLP-Findings(2)]],[[#ygao_acl2020_explicit|ACL]],[[#jzeng_acldemo2020_photon|ACL:Demo]],[[#hbai_aaai2020_few|AAAI(3)]]</fs> | <fs 0.8em>[[#jzeng_www2020_what|WWW]]</fs> | <fs 0.8em>[[#pliu_accv2020_learning|ACCV]],[[#wwu_cvpr2020_boosting|CVPR(3)]]</fs> | <fs 0.8em>20</fs> | 
 +| <fs 0.8em>**[[#year2019|2019]]**</fs> | <fs 0.8em>[[#cgao_ase2019_automating|ASE(2)]],[[#tzhang_issre2019_an|ISSRE(2)]],[[#wwu_dsn2019_deep|DSN]],[[#hxu_dsnw2019_nv-dnn|DSNW]],[[#cgao_icseseip2019_emerging|ICSE:SEIP(2)]]</fs> | <fs 0.8em>[[#jli_emnlpijcnlp2019_improving|EMNLP/IJCNLP(2)]],[[#ygao_ijcai2019_difficulty|IJCAI(2)]],[[#ygao_acl2019_interconnected|ACL(2)]],[[#fjin_aclwinlp2019_an|ACL:WiNLP]],[[#wjiao_naaclhlt2019_higru|NAACL-HLT(3)]],[[#pliu_aaai2019_ddflow|AAAI(3)]]</fs> | <fs 0.8em></fs> | <fs 0.8em>[[#pliu_cvpr2019_selflow|CVPR]]</fs> | <fs 0.8em>22</fs> | 
 +| <fs 0.8em>**[[#year2018|2018]]**</fs> | <fs 0.8em>[[#she_esecfse2018_identifying|ESEC/FSE(2)]],[[#phe_ase2018_characterizing|ASE]],[[#cgao_aseamobile2018_exploring|ASE:A-Mobile]],[[#hxu_dsn2018_manufacturing|DSN]],[[#cgao_icse2018_online|ICSE]]</fs> | <fs 0.8em>[[#hshao_neurips2018_almost|NeurIPS]],[[#ysu_cikm2018_communication-efficient|CIKM(2)]],[[#jli_emnlp2018_multi-head|EMNLP(2)]],[[#xyu_uai2018_pure|UAI]],[[#xyu_ijcai2018_a|IJCAI(2)]]</fs> | <fs 0.8em></fs> | <fs 0.8em>[[#szhao_icme2018_personalized|ICME]]</fs> | <fs 0.8em>15</fs> | 
 +| <fs 0.8em>**[[#year2017|2017]]**</fs> | <fs 0.8em>[[#jli_qrs2017_software|QRS]],[[#hxu_dsn2017_concolic|DSN]],[[#cgao_icsec2017_intelliad|ICSE:C]]</fs> | <fs 0.8em>[[#xniu_adma2017_from|ADMA]],[[#szhang_gis2017_traffic|GIS]],[[#xyu_icdm2017_risk|ICDM]],[[#szhao_iconip2017_geo-pairwise|ICONIP]],[[#xchen_icml2017_toward|ICML]],[[#ysu_sigir2017_learning|SIGIR(2)]],[[#xchen_uai2017_frosh|UAI]],[[#gli_ijcnn2017_simple|IJCNN]],[[#xyu_aaai2017_cbrap|AAAI]]</fs> | <fs 0.8em>[[#jzhu_icws2017_carp|ICWS(2)]],[[#szhao_wwwc2017_geo-teaser|WWW:C]]</fs> | <fs 0.8em></fs> | <fs 0.8em>16</fs> | 
 +| <fs 0.8em>**[[#year2016|2016]]**</fs> | <fs 0.8em>[[#ykang_fse2016_diagdroid|FSE]],[[#ykang_issre2016_experience|ISSRE(3)]],[[#phe_dsn2016_an|DSN]],[[#hxu_asiaccscpss2016_n-version|AsiaCCS:CPSS]]</fs> | <fs 0.8em>[[#szhao_iconip2016_aggregated|ICONIP]],[[#hzhang_ijcai2016_modeling|IJCAI]],[[#ysu_ijcnn2016_distributed|IJCNN(2)]],[[#szhao_aaai2016_stellar|AAAI]]</fs> | <fs 0.8em>[[#qxie_icws2016_asymmetric|ICWS]]</fs> | <fs 0.8em></fs> | <fs 0.8em>12</fs> | 
 +| <fs 0.8em>**[[#year2015|2015]]**</fs> | <fs 0.8em>[[#cgao_issre2015_paid|ISSRE(2)]],[[#jzhu_icse2015_learning|ICSE]]</fs> | <fs 0.8em>[[#hzhang_ijcai2015_exploiting|IJCAI(2)]],[[#schen_uai2015_fast|UAI]],[[#hzhang_aaai2015_incorporating|AAAI(2)]]</fs> | <fs 0.8em>[[#ywang_cic2015_entropy-based|CIC]],[[#jzhu_icws2015_a|ICWS]]</fs> | <fs 0.8em></fs> | <fs 0.8em>10</fs> | 
 +| <fs 0.8em>**[[#year2014|2014]]**</fs> | <fs 0.8em>[[#hxu_soups2014_towards|SOUPS]]</fs> | <fs 0.8em>[[#schen_nips2014_combinatorial|NIPS]],[[#hyang_iconip2014_non-monotonic|ICONIP]],[[#ccheng_recsys2014_gradient|RecSys(2)]],[[#tzhao_ijcnn2014_exploiting|IJCNN]]</fs> | <fs 0.8em>[[#jzhou_cloudcom2014_tracebench|CLOUDCOM]],[[#jzhou_cloud2014_towards|CLOUD]],[[#jzhu_icdcs2014_towards|ICDCS]],[[#sli_icws2014_delay-aware|ICWS(2)]],[[#pzheng_scc2014_granger|SCC]],[[#phe_sose2014_a|SOSE]],[[#nwang_aerospace2014_an|Aerospace]]</fs> | <fs 0.8em></fs> | <fs 0.8em>14</fs> | 
 +| <fs 0.8em>**[[#year2013|2013]]**</fs> | <fs 0.8em>[[#qzhang_pldi2013_fast|PLDI]]</fs> | <fs 0.8em>[[#schen_nips2013_exact|NIPS]],[[#hyang_nipsbiglearning2013_online|NIPS:Big Learning]],[[#szhao_iconip2013_capturing|ICONIP]],[[#cwu_bigdata2013_sparse|BigData]],[[#bli_emnlp2013_a|EMNLP]],[[#gling_ijcai2013_a|IJCAI(2)]],[[#zzheng_bigdatacongress2013_service-generated|BigData Congress]]</fs> | <fs 0.8em>[[#jzhu_cloud2013_dr2|CLOUD]],[[#wqiu_scc2013_reputation-aware|SCC]],[[#nwang_aerospace2013_a|Aerospace]],[[#jzhu_sose2013_scaling|SOSE]]</fs> | <fs 0.8em></fs> | <fs 0.8em>13</fs> | 
 +| <fs 0.8em>**[[#year2012|2012]]**</fs> | <fs 0.8em>[[#yzhou_fse2012_t-morph|FSE]],[[#hmi_compsac2012_p-tracer|COMPSAC]]</fs> | <fs 0.8em>[[#nwang_bibe2012_exploration|BIBE]],[[#pgarg_iconip2012_are|ICONIP]],[[#xxin_cikm2012_do|CIKM(2)]],[[#gling_uai2012_response|UAI]],[[#tzhou_aaai2012_a|AAAI(2)]],[[#bli_ijcnn2012_communities|IJCNN(2)]]</fs> | <fs 0.8em>[[#lchen_icsoc2012_wstrank|ICSOC]],[[#yzhou_wasa2012_online|WASA]],[[#ykang_cloud2012_a|CLOUD(2)]],[[#jzhu_icws2012_wsp|ICWS]],[[#hdeng_jcdl2012_modeling|JCDL]],[[#jzhu_isorcw2012_a|ISORCW(2)]],[[#tzhou_wwwc2012_a|WWW:C(2)]],[[#jxiong_aerospace2012_congestion|Aerospace]]</fs> | <fs 0.8em></fs> | <fs 0.8em>22</fs> | 
 +| <fs 0.8em>**[[#year2011|2011]]**</fs> | <fs 0.8em>[[#wzheng_ase2011_mining|ASE]],[[#yzhang_issre2011_wspred|ISSRE]],[[#wzheng_esecfse2011_cross-library|ESEC/FSE]],[[#qzhang_fase2011_flow-augmented|FASE]]</fs> | <fs 0.8em>[[#hyang_cikm2011_can|CIKM(4)]],[[#tzhou_aaai2011_learning|AAAI]],[[#hma_sigir2011_probabilistic|SIGIR]],[[#xxin_wsdm2011_cmap|WSDM(2)]]</fs> | <fs 0.8em>[[#jxiong_trustcom2011_realproct|TrustCom]],[[#yzhang_srds2011_exploring|SRDS]],[[#hyang_mlbs2011_location-based|MLBS]],[[#ykang_cloud2011_a|CLOUD(3)]],[[#hsun_icws2011_nrcf|ICWS]]</fs> | <fs 0.8em>[[#xzhang_cisp2011_accurate|CISP]]</fs> | <fs 0.8em>20</fs> | 
 +| <fs 0.8em>**[[#year2010|2010]]**</fs> | <fs 0.8em>[[#zzheng_issre2010_ftcloud|ISSRE]],[[#wzheng_ase2010_random|ASE]],[[#zzheng_dsn2010_a|DSN]],[[#zzheng_icse2010_collaborative|ICSE]],[[#zzheng_icsersse2010_component|ICSE:RSSE]]</fs> | <fs 0.8em>[[#hyang_cikm2010_online|CIKM]],[[#hma_aaai2010_diversifying|AAAI(3)]],[[#hyang_ijcnn2010_multi-task|IJCNN]],[[#hyang_icml2010_online|ICML(2)]]</fs> | <fs 0.8em>[[#jxiong_msn2010_mitigate|MSN]],[[#zzheng_srds2010_cloudrank|SRDS]],[[#zzheng_icws2010_distributed|ICWS(2)]],[[#yzhou_icdcs2010_sentomist|ICDCS]]</fs> | <fs 0.8em></fs> | <fs 0.8em>17</fs> | 
 +| <fs 0.8em>**[[#year2009|2009]]**</fs> | <fs 0.8em>[[#zzheng_dsn2009_a|DSN]],[[#zzheng_dsnwpfarm2009_a|DSNW:PFARM]],[[#wzheng_icsec2009_test|ICSE:C]]</fs> | <fs 0.8em>[[#zxu_nips2009_adaptive|NIPS]],[[#xxin_cikm2009_a|CIKM(4)]],[[#hma_recsys2009_learning|RecSys]],[[#tzhou_cse2009_tagrec|CSE]],[[#zxu_ijcai2009_discriminative|IJCAI]],[[#hdeng_sigir2009_entropy-biased|SIGIR(2)]],[[#zxu_icml2009_non-monotonic|ICML]],[[#khuang_ijcnn2009_supervised|IJCNN]],[[#hdeng_kdd2009_a|KDD]],[[#hdeng_wsdm2009_effective|WSDM]]</fs> | <fs 0.8em>[[#yzhou_mass2009_energy-efficient|MASS(2)]],[[#zzheng_icws2009_wsrec|ICWS]],[[#xli_networking2009_a|NETWORKING]]</fs> | <fs 0.8em>[[#jzhu_cvpr2009_nonrigid|CVPR]]</fs> | <fs 0.8em>22</fs> | 
 +| <fs 0.8em>**[[#year2008|2008]]**</fs> | <fs 0.8em>[[#zzheng_issre2008_a|ISSRE]],[[#zzheng_dsn2008_ws-dream|DSN]]</fs> | <fs 0.8em>[[#khuang_icdm2008_direct|ICDM(3)]],[[#zxu_nips2008_an|NIPS(2)]],[[#hma_cikm2008_learning|CIKM(4)]],[[#mshi_icic2008_maximal-robustness-minimal-fragility|ICIC]],[[#hyang_ijcnn2008_efficient|IJCNN]]</fs> | <fs 0.8em>[[#xli_globecom2008_a|GLOBECOM]],[[#zzheng_icws2008_a|ICWS]],[[#yzhou_qshine2008_on|QSHINE]],[[#yzhou_icc2008_an|ICC]],[[#xchen_icnsc2008_voronoi-based|ICNSC]],[[#pchan_aerospace2008_developing|Aerospace]],[[#pchan_aina2008_dynamic|AINA]]</fs> | <fs 0.8em>[[#jzhu_acmmm2008_near-duplicate|ACMMM]],[[#jzhu_eccv2008_an|ECCV]],[[#shoi_cvpr2008_semi-supervised|CVPR]]</fs> | <fs 0.8em>23</fs> | 
 +| <fs 0.8em>**[[#year2007|2007]]**</fs> | <fs 0.8em>[[#xcai_issre2007_software|ISSRE]],[[#mfahad_otm2007_a|OTM]],[[#mlyu_icsefose2007_software|ICSE:FOSE]]</fs> | <fs 0.8em>[[#zxu_nips2007_efficient|NIPS]],[[#zxu_iconip2007_kernel|ICONIP]],[[#zxu_ijcnn2007_maximum|IJCNN(2)]],[[#hyang_sigir2007_diffusionrank|SIGIR(2)]],[[#shoi_icml2007_learning|ICML]]</fs> | <fs 0.8em>[[#engai_globecom2007_loft|GLOBECOM]],[[#zlin_wi2007_extending|WI]],[[#engai_mass2007_an|MASS]],[[#pchan_icws2007_reliable|ICWS]],[[#zxu_www2007_web|WWW]],[[#yzhou_aerospace2007_an|Aerospace]],[[#engai_wcnc2007_delay-minimized|WCNC(2)]]</fs> | <fs 0.8em>[[#wwong_icme2007_an|ICME]],[[#jzhu_cvpr2007_a|CVPR(2)]],[[#shoi_icassp2007_a|ICASSP]]</fs> | <fs 0.8em>22</fs> | 
 +| <fs 0.8em>**[[#year2006|2006]]**</fs> | <fs 0.8em>[[#anadeem_inmic2006_an|INMIC]],[[#anadeem_prdc2006_a|PRDC]]</fs> | <fs 0.8em>[[#gzhang_fskd2006_adaptive|FSKD]],[[#sguo_icic2006_gene|ICIC]],[[#shoi_kdd2006_learning|KDD]],[[#khuang_ijcnn2006_local|IJCNN(2)]],[[#shoi_icml2006_batch|ICML]],[[#fhan_isnn2006_a|ISNN(2)]]</fs> | <fs 0.8em>[[#zlin_wi2006_pagesim|WI]],[[#engai_mass2006_reliable|MASS]],[[#yzhou_iwcmc2006_a|IWCMC]],[[#engai_icc2006_on|ICC]],[[#engai_sutc2006_an|SUTC]],[[#pchan_isas2006_making|ISAS]],[[#shoi_www2006_large-scale|WWW(3)]],[[#engai_aerospace2006_a|Aerospace]]</fs> | <fs 0.8em>[[#zhuang_iccias2006_classification|ICCIAS]],[[#zquan_icpr2006_spectrum|ICPR]],[[#slu_icme2006_constructing|ICME]],[[#shoi_cvpr2006_learning|CVPR]],[[#alam_vrcia2006_art|VRCIA]],[[#jzhu_eccv2006_real-time|ECCV]]</fs> | <fs 0.8em>26</fs> | 
 +| <fs 0.8em>**[[#year2005|2005]]**</fs> | <fs 0.8em>[[#fxing_issre2005_a|ISSRE(3)]],[[#fxing_nasac2005_comparison|NASAC]],[[#xcai_icseamost2005_the|ICSE:A-MOST]]</fs> | <fs 0.8em>[[#khuang_iconip2005_improving|ICONIP(2)]],[[#ytian_smc2005_comparative|SMC]],[[#xhe_fskd2005_a|FSKD]],[[#xli_icic2005_improvements|ICIC(2)]],[[#jhan_ijcnn2005_a|IJCNN]],[[#shoi_icdew2005_integrating|ICDEW]]</fs> | <fs 0.8em>[[#yzhou_mass2005_on|MASS]],[[#echang_eitc2005_a|EITC]],[[#pchan_icdat2005_digital|ICDAT]],[[#hyang_wwwsitp2005_predictive|WWW:SITP]],[[#slu_aerospace2005_a|Aerospace(2)]]</fs> | <fs 0.8em>[[#mhu_jicc2005_comparative|JICC]],[[#jzhu_pg2005_automatic|PG]],[[#shoi_clef2005_cuhk|CLEF]],[[#shoi_clefworkingnotes2005_cuhk|CLEF:Working Notes]],[[#shoi_cvpr2005_a|CVPR]],[[#slu_mmm2005_semantic|MMM]]</fs> | <fs 0.8em>25</fs> | 
 +| <fs 0.8em>**[[#year2004|2004]]**</fs> | <fs 0.8em>[[#xcai_issre2004_an|ISSRE]],[[#chuang_compsac2004_software|COMPSAC]],[[#xchen_prdc2004_expected-reliability|PRDC(2)]]</fs> | <fs 0.8em>[[#hyang_iconip2004_outliers|ICONIP]],[[#khuang_icml2004_learning|ICML]],[[#shoi_ijcnn2004_biased|IJCNN]],[[#khuang_isaim2004_biased|ISAIM]]</fs> | <fs 0.8em>[[#wlai_gcc2004_integrating|GCC]],[[#yliu_wwwatpp2004_affinity|WWW:ATPP(4)]],[[#xli_aerospace2004_a|Aerospace(3)]],[[#engai_icdcsw2004_trust-|ICDCSW]]</fs> | <fs 0.8em>[[#shoi_acmmm2004_a|ACMMM]],[[#shoi_icpr2004_group-based|ICPR]],[[#khuang_cvpr2004_learning|CVPR]],[[#shoi_icme2004_robust|ICME(2)]],[[#slu_iscas2004_video|ISCAS]]</fs> | <fs 0.8em>23</fs> | 
 +| <fs 0.8em>**[[#year2003|2003]]**</fs> | <fs 0.8em>[[#rzhao_ats2003_domain|ATS]],[[#jlo_compsac2003_sensitivity|COMPSAC]],[[#rzhao_issre2003_a|ISSRE(2)]],[[#rzhao_qsic2003_character|QSIC]]</fs> | <fs 0.8em>[[#khuang_ijcnn2003_discriminative|IJCNN]],[[#khuang_icanniconip2003_finite|ICANN/ICONIP]]</fs> | <fs 0.8em>[[#pchan_icics2003_a|ICICS]],[[#xchen_srds2003_performance|SRDS]],[[#csun_appt2003_extendable|APPT]],[[#mlyu_sci2003_a|SCI]],[[#ssze_wwwp2003_a|WWW:P]],[[#xchen_isads2003_message|ISADS]]</fs> | <fs 0.8em>[[#mlyu_mir2003_a|MIR]],[[#lshi_dms2003_video|DMS]],[[#stang_iciap2003_face|ICIAP]],[[#hjang_caip2003_a|CAIP]],[[#shoi_civr2003_a|CIVR]],[[#jsong_icme2003_a|ICME(4)]],[[#jsong_icassp2003_a|ICASSP(2)]]</fs> | <fs 0.8em>24</fs> | 
 +| <fs 0.8em>**[[#year2002|2002]]**</fs> | <fs 0.8em>[[#chuang_issre2002_optimal|ISSRE]],[[#jlo_compsac2002_optimal|COMPSAC(2)]]</fs> | <fs 0.8em>[[#khuang_iconip2002_constructing|ICONIP]],[[#khuang_smc2002_learning|SMC]]</fs> | <fs 0.8em>[[#mlyu_jcdl2002_a|JCDL]],[[#mlyu_wwwatpp2002_iview|WWW:ATPP]],[[#ssze_wwwp2002_a|WWW:P(2)]]</fs> | <fs 0.8em>[[#mlyu_icip2002_a|ICIP]],[[#jsong_icpr2002_a|ICPR(3)]]</fs> | <fs 0.8em>13</fs> | 
 +| <fs 0.8em>**[[#year2001|2001]]**</fs> | <fs 0.8em>[[#kkwok_ise2001_a|ISE(4)]]</fs> | <fs 0.8em>[[#pguo_iconip2001_a|ICONIP]]</fs> | <fs 0.8em>[[#vcheung_isassci2001_a|ISAS/SCI]],[[#alee_ic2001_an|IC(3)]],[[#vcheung_jcdl2001_integrating|JCDL]]</fs> | <fs 0.8em>[[#nng_cisst2001_video|CISST]]</fs> | <fs 0.8em>11</fs> | 
 +| <fs 0.8em>**[[#year2000|2000]]**</fs> | <fs 0.8em>[[#xcai_apsec2000_component-based|APSEC]],[[#pguo_apaqs2000_software|APAQS]],[[#mlyu_compsac2000_a|COMPSAC(3)]],[[#ssze_issre2000_atacobol|ISSRE(2)]],[[#achan_pdpta2000_design|PDPTA]]</fs> | <fs 0.8em>[[#pguo_icai2000_classification|ICAI]]</fs> | <fs 0.8em>[[#schong_wccitbm2000_the|WCC:ITBM]],[[#achan_wccsec2000_securing|WCC:Sec]],[[#achan_agents2000_sias|Agents]],[[#pguo_ic2000_a|IC(2)]]</fs> | <fs 0.8em>[[#vcheung_cisst2000_chinese|CISST]]</fs> | <fs 0.8em>15</fs> | 
 +| <fs 0.8em>**[[#year1999|1999]]**</fs> | <fs 0.8em>[[#gxing_apsec1999_testing|APSEC]],[[#achan_asian1999_security|ASIAN]],[[#chuang_issre1999_software|ISSRE]],[[#chuang_compsac1999_optimal|COMPSAC]]</fs> | <fs 0.8em></fs> | <fs 0.8em>[[#sma_apweb1999_a|APWeb(2)]],[[#mlyu_aerospace1999_software|Aerospace]]</fs> | <fs 0.8em></fs> | <fs 0.8em>7</fs> | 
 +| <fs 0.8em>**[[#year1998|1998]]**</fs> | <fs 0.8em>[[#sgokhale_issre1998_reliability|ISSRE(3)]],[[#mlyu_euromicro1998_design|EUROMICRO]],[[#tchen_iwqos1998_a|IWQoS]],[[#mlyu_qw1998_a|QW]],[[#mlyu_isit1998_bringing|ISIT]],[[#sgokhale_asset1998_model|ASSET]]</fs> | <fs 0.8em></fs> | <fs 0.8em>[[#mlyu_qtlc1998_web-based|QTLC]],[[#mlyu_aerospace1998_an|Aerospace]]</fs> | <fs 0.8em></fs> | <fs 0.8em>10</fs> | 
 +| <fs 0.8em>**[[#year1997|1997]]**</fs> | <fs 0.8em>[[#sgokhale_prfts1997_reliability|PRFTS]],[[#mlyu_issre1997_optimization|ISSRE]],[[#sgokhale_compass1997_effect|COMPASS]],[[#tchen_ftcs1997_renegotiable|FTCS]],[[#sgokhale_srew1997_simulation|SREW]],[[#sgokhale_issatrqd1997_regression|ISSAT:RQD]],[[#vhilford_words1997_diversity|WORDS]]</fs> | <fs 0.8em></fs> | <fs 0.8em>[[#tchen_icupc1997_a|ICUPC]],[[#mchen_srds1997_incorporating|SRDS]]</fs> | <fs 0.8em></fs> | <fs 0.8em>9</fs> | 
 +| <fs 0.8em>**[[#year1996|1996]]**</fs> | <fs 0.8em>[[#tchen_ltww1996_quality|LTWW]],[[#mchen_metrics1996_an|METRICS]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>2</fs> | 
 +| <fs 0.8em>**[[#year1995|1995]]**</fs> | <fs 0.8em>[[#anikora_issre1995_an|ISSRE(2)]],[[#mlyu_ftcs1995_armor|FTCS]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>3</fs> | 
 +| <fs 0.8em>**[[#year1994|1994]]**</fs> | <fs 0.8em>[[#rtausworthe_issre1994_a|ISSRE]],[[#jdugan_dcca1994_system-level|DCCA]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>2</fs> | 
 +| <fs 0.8em>**[[#year1993|1993]]**</fs> | <fs 0.8em>[[#mlyu_issre1993_a|ISSRE(2)]],[[#mlyu_ftcs1993_a|FTCS]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>3</fs> | 
 +| <fs 0.8em>**[[#year1992|1992]]**</fs> | <fs 0.8em>[[#mlyu_bpsre1992_making|BPSRE]],[[#crajaraman_issre1992_reliability|ISSRE(2)]],[[#mlyu_compsac1992_software|COMPSAC]],[[#crajaraman_tools1992_some|TOOLS]],[[#mlyu_casew1992_casre|CASEW]],[[#anikora_aqsdt1992_a|AQSDT]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>7</fs> | 
 +| <fs 0.8em>**[[#year1991|1991]]**</fs> | <fs 0.8em>[[#mlyu_compsac1991_software|COMPSAC]],[[#mlyu_issre1991_a|ISSRE]],[[#mlyu_dcca1991_assuring|DCCA]],[[#mlyu_psam1991_measuring|PSAM]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>4</fs> | 
 +| <fs 0.8em>**[[#year1988|1988]]**</fs> | <fs 0.8em>[[#aavizienis_dasc1988_on|DASC]],[[#aavizienis_ftcs1988_in|FTCS]],[[#aavizienis_jcsqr1988_design|JCSQR]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>3</fs> | 
 +| <fs 0.8em>**[[#year1986|1986]]**</fs> | <fs 0.8em>[[#jkelly_safecomp1986_multi-version|SAFECOMP]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>1</fs> | 
 +| <fs 0.8em>**[[#year1985|1985]]**</fs> | <fs 0.8em>[[#aavizienis_safecomp1985_software|SAFECOMP]]</fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em></fs> | <fs 0.8em>1</fs> | 
 +| <fs 0.8em> **Total** </fs> | <fs 0.8em>160</fs> | <fs 0.8em>166</fs> | <fs 0.8em>118</fs> | <fs 0.8em>55</fs> | <fs 0.8em>499</fs> |
 +===== Top Conference Paper Counts =====
 +^ <fs 0.8em>Conference</fs> ^ <color black>Counts</color> ^ <color black>Average Counts*</color> ^
 +| <fs 0.8em>**ICSE**</fs> | <fs 0.8em>23</fs> | <fs 0.8em>5.88</fs> |
 +| <fs 0.8em>**AAAI**</fs> | <fs 0.8em>18</fs> | <fs 0.8em>4.27</fs> |
 +| <fs 0.8em>**WWW**</fs> | <fs 0.8em>18</fs> | <fs 0.8em>5.24</fs> |
 +| <fs 0.8em>**ASE**</fs> | <fs 0.8em>16</fs> | <fs 0.8em>2.80</fs> |
 +| <fs 0.8em>**CVPR**</fs> | <fs 0.8em>15</fs> | <fs 0.8em>3.97</fs> |
 +| <fs 0.8em>**EMNLP**</fs> | <fs 0.8em>14</fs> | <fs 0.8em>2.63</fs> |
 +| <fs 0.8em>**IJCAI**</fs> | <fs 0.8em>11</fs> | <fs 0.8em>2.82</fs> |
 +| <fs 0.8em>**NeurIPS**</fs> | <fs 0.8em>11</fs> | <fs 0.8em>2.36</fs> |
 +| <fs 0.8em>**FSE**</fs> | <fs 0.8em>9</fs> | <fs 0.8em>1.79</fs> |
 +| <fs 0.8em>**ACL**</fs> | <fs 0.8em>9</fs> | <fs 0.8em>1.58</fs> |
 +| <fs 0.8em>**ICML**</fs> | <fs 0.8em>7</fs> | <fs 0.8em>1.82</fs> |
 +| <fs 0.8em>**SIGIR**</fs> | <fs 0.8em>7</fs> | <fs 0.8em>2.12</fs> |
 +| <fs 0.8em>**NAACL**</fs> | <fs 0.8em>5</fs> | <fs 0.8em>0.91</fs> |
 +| <fs 0.8em>**ISSTA**</fs> | <fs 0.8em>2</fs> | <fs 0.8em>0.29</fs> |
 +| <fs 0.8em>**KDD**</fs> | <fs 0.8em>2</fs> | <fs 0.8em>0.67</fs> |
 +| <fs 0.8em>**ECCV**</fs> | <fs 0.8em>2</fs> | <fs 0.8em>0.58</fs> |
 +| <fs 0.8em>**ICLR**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.11</fs> |
 +| <fs 0.8em>**CCS**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.33</fs> |
 +| <fs 0.8em>**ICCV**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.25</fs> |
 +| <fs 0.8em>**SOSP**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.12</fs> |
 +| <fs 0.8em>**OSDI**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.14</fs> |
 +| <fs 0.8em>**FAST**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.14</fs> |
 +| <fs 0.8em>**PLDI**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.25</fs> |
 +| <fs 0.8em>**ICDE**</fs> | <fs 0.8em>1</fs> | <fs 0.8em>0.33</fs> |
 +^ <fs 0.8em>TOTAL</fs> | <fs 0.8em>177</fs> | <fs 0.8em>41.40</fs> |
 +
 +*Average Counts means each paper is discounted by the number of authors before adding together.
 +
 +===== Conference Papers =====
 + \\ \\ <html><a name='year2024'></a></html>----**2024**----
 +  - <html><a name='jhuang_iclr2024_who'></a></html> "Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench," Jen-tse Huang, Wenxuan Wang, Eric John Li, Man Ho Lam, Shujie Ren, Youliang Yuan, Wenxiang Jiao, Zhaopeng Tu, **Michael R. Lyu**, //in Proceedings of the Twelfth International Conference on Learning Representations (ICLR2024),// Accepted for Publication, Vienna, Austria, May 7 - May 11, 2024. \\ <color red>**ICLR 2024 Oral Presentation (85/7304, 1.16%)**</color> \\ {{:conference:jhuang_iclr2024_who.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='dwang_icse2024_an'></a></html> "An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles," Dinghua Wang, Shuqing Li, Guanping Xiao, Yepang Liu, Yulei Sui, Pinjia He, **Michael R. Lyu**, //in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024),// Accepted for Publication, Lisbon, Portugal, April 14 - April 20, 2024. \\ {{:conference:dwang_icse2024_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ypeng_icse2024_domain'></a></html> "Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors," Yun Peng, Shuzheng Gao, Cuiyun Gao, Yintong Huo, **Michael R. Lyu**, //in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024),// pp. 4:1-4:13, Lisbon, Portugal, April 14 - April 20, 2024. \\ {{:conference:ypeng_icse2024_domain.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sgao_icse2024_learning'></a></html> "Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models," Shuzheng Gao, Wenxin Mao, Cuiyun Gao, Li Li, Xing Hu, Xin Xia, **Michael R. Lyu**, //in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024),// Accepted for Publication, Lisbon, Portugal, April 14 - April 20, 2024. \\ {{:conference:sgao_icse2024_learning.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ypeng_icse2024_less'></a></html> "Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem," Yun Peng, Ruida Hu, Ruoke Wang, Cuiyun Gao, Shuqing Li, **Michael R. Lyu**, //in Proceedings of the 46th IEEE/ACM International Conference on Software Engineering (ICSE2024),// Accepted for Publication, Lisbon, Portugal, April 14 - April 20, 2024. \\ {{:conference:ypeng_icse2024_less.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year2023'></a></html>----**2023**----
 +  - <html><a name='yli_emnlp2023_cleva'></a></html> "CLEVA: Chinese Language Models EVAluation Platform," Yanyang Li, Jianqiao Zhao, Duo Zheng, Zi-Yuan Hu, Zhi Chen, Xiaohui Su, Yongfeng Huang, Shijia Huang, Dahua Lin, **Michael R. Lyu**, Liwei Wang, //in Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (System Demonstrations) (EMNLP2023),// pp. 186-217, Singapore, Singapore, December 6 - December 10, 2023. \\ {{:conference:yli_emnlp2023_cleva.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xren_esecfse2023_api-knowledge'></a></html> "API-Knowledge Aware Search-Based Software Testing: Where, What, and How," Xiaoxue Ren, Xinyuan Ye, Yun Lin, Zhenchang Xing, Shuqing Li, **Michael R. Lyu**, //in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023),// pp. 1320-1332, San Francisco, USA, December 3 - December 9, 2023. \\ {{:conference:xren_esecfse2023_api-knowledge.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ywan_esecfse2023_biasasker'></a></html> "BiasAsker: Measuring the Bias in Conversational AI System," Yuxuan Wan, Wenxuan Wang, Pinjia He, Jiazhen Gu, Haonan Bai, **Michael R. Lyu**, //in Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2023),// pp. 515-527, San Francisco, USA, December 3 - December 9, 2023. \\ {{:conference:ywan_esecfse2023_biasasker.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yhuo_icdmw2023_a'></a></html> "A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems," Yintong Huo, Cheryl Lee, Jinyang Liu, Tianyi Yang, **Michael R. Lyu**, //in Proceedings of the IEEE International Conference on Data Mining - Workshops (ICDM-W2023),// pp. 1213-1220, Shanghai, China, 4-Dec-23. \\ {{:conference:yhuo_icdmw2023_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zwang_ccs2023_fine-grained'></a></html> "Fine-Grained Data-Centric Content Protection Policy for Web Applications," Zilun Wang, Wei Meng, **Michael R. Lyu**, //in Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS2023),// pp. 2845-2859, Copenhagen, Denmark, November 26 - November 30, 2023. \\ {{:conference:zwang_ccs2023_fine-grained.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zhu_iccv2023_vl-pet'></a></html> "VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control," Zi-Yuan Hu, Yanyang Li, **Michael R. Lyu**, Liwei Wang, //in Proceedings of the 2023 IEEE/CVF International Conference on Computer Vision (ICCV2023),// pp. 2998-3008, Paris, France, October 1 - October 6, 2023. \\ {{:conference:zhu_iccv2023_vl-pet.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='yhuo_issre2023_evlog'></a></html> "EvLog: Identifying Anomalous Logs over Software Evolution," Yintong Huo, Cheryl Lee, Yuxin Su, Shiwen Shan, Jinyang Liu, **Michael R. Lyu**, //in Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE2023),// pp. 391-402, Florence, Italy, October 9 - October 12, 2021. \\ {{:conference:yhuo_issre2023_evlog.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhu_issre2023_loghub'></a></html> "Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics," Jieming Zhu, Shilin He, Pinjia He, Jinyang Liu, **Michael R. Lyu**, //in Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE2023),// pp. 355-366, Florence, Italy, October 9 - October 12, 2023. \\ {{:conference:jzhu_issre2023_loghub.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jliu_issre2023_practical'></a></html> "Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services," Jinyang Liu, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Cong Feng, Zengyin Yang, **Michael R. Lyu**, //in Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering (ISSRE2023),// pp. 36-45, Florence, Italy, October 9 - October 12, 2022. \\ {{:conference:jliu_issre2023_practical.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jshen_sosp2023_ditto'></a></html> "Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System," Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Yuxin Su, Jiazhen Gu, Hao Feng, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 29th Symposium on Operating Systems Principles (SOSP2023),// pp. 675-691, Koblenz, Germany, October 23 - October 26, 2023. \\ {{:conference:jshen_sosp2023_ditto.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='wwang_ase2023_an'></a></html> "An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software," Wenxuan Wang, Jingyuan Huang, Jen-tse Huang, Chang Chen, Jiazhen Gu, Pinjia He, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 1339-1351, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ {{:conference:wwang_ase2023_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yhuo_ase2023_autolog'></a></html> "AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection," Yintong Huo, Yichen Li, Yuxin Su, Pinjia He, Zifan Xie, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 497-509, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ {{:conference:yhuo_ase2023_autolog.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ypeng_ase2023_generative'></a></html> "Generative Type Inference for Python," Yun Peng, Chaozheng Wang, Wenxuan Wang, Cuiyun Gao, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 988-999, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ <color red>**ASE 2023 Distinguished Paper Award**</color> \\ {{:conference:ypeng_ase2023_generative.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='clee_ase2023_maat'></a></html> "Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion," Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 116-128, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ {{:conference:clee_ase2023_maat.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jliu_ase2023_prism'></a></html> "Prism: Revealing Hidden Functional Clusters of Massive Instances in Cloud Systems," Jinyang Liu, Zhihan Jiang, Jiazhen Gu, Junjie Huang, Zhuangbin Chen, Cong Feng, Zengyin Yang, Yongqiang Yang, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 268-280, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ {{:conference:jliu_ase2023_prism.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cwang_ase2023_reef'></a></html> "REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes," Chaozheng Wang, Zongjie Li, Yun Pena, Shuzheng Gao, Sirong Chen, Shuai Wang, Cuiyun Gao, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 1952-1962, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ {{:conference:cwang_ase2023_reef.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sjiang_ase2023_revealing'></a></html> "Revealing Performance Issues in Server-side WebAssembly Runtimes via Differential Testing," Shuyao Jiang, Ruiying Zeng, Zihao Rao, Jiazhen Gu, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 661-672, Luxembourg City, Luxembourg, September 11 - September 15, 2023. \\ {{:conference:sjiang_ase2023_revealing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sgao_ase2023_what'></a></html> "What Makes Good In-context Demonstrations for Code Intelligence Tasks with LLMs? ," Shuzheng Gao, Xin-Cheng Wen, Cuiyun Gao, Wenxuan Wang, Hongyu Zhang, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering (ASE2023),// pp. 761-773, Luxembourg City, Luxembourg, September 11 - September 15, 2022. \\ {{:conference:sgao_ase2023_what.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhang_ijcai2023_towards'></a></html> "Towards Semantics- and Domain-Aware Adversarial Attacks," Jianping Zhang, Yung-Chieh Huang, Weibin Wu, **Michael R. Lyu**, //in Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI2023),// pp. 536-544, Macao, SAR, China, August 19 - August 25, 2023. \\ {{:conference:jzhang_ijcai2023_towards.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wwang_issta2023_validating'></a></html> "Validating Multimedia Content Moderation Software via Semantic Fusion," Wenxuan Wang, Jingyuan Huang, Chang Chen, Jiazhen Gu, Jianping Zhang, Weibin Wu, Pinjia He, **Michael R. Lyu**, //in Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2023),// pp. 576-588, Seattle, USA, July 17 - July 21, 2023. \\ {{:conference:wwang_issta2023_validating.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='xluo_osdi2023_smart'></a></html> "SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory," Xuchuan Luo, Pengfei Zuo, Jiacheng Shen, Jiazhen Gu, Xin Wang, **Michael R. Lyu**, Yangfan Zhou, //in Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI2023),// pp. 553-571, Boston, USA, July 10 - July 12, 2023. \\ {{:conference:xluo_osdi2023_smart.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jzhang_cvpr2023_improving'></a></html> "Improving the Transferability of Adversarial Samples by Path-Augmented Method," Jianping Zhang, Jen-tse Huang, Wenxuan Wang, Yichen Li, Weibin Wu, Xiaosen Wang, Yuxin Su, **Michael R. Lyu**, //in Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2023),// pp. 8173-8182, Vancouver, Canada, June 18 - June 22, 2023. \\ {{:conference:jzhang_cvpr2023_improving.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzhang_cvpr2023_transferable'></a></html> "Transferable Adversarial Attacks on Vision Transformers With Token Gradient Regularization," Jianping Zhang, Yizhan Huang, Weibin Wu, **Michael R. Lyu**, //in Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2023),// pp. 16415-16424, Vancouver, Canada, June 18 - June 22, 2023. \\ {{:conference:jzhang_cvpr2023_transferable.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='clee_icse2023_eadro'></a></html> "Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data," Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, **Michael R. Lyu**, //in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023),// pp. 1750-1762, Melbourne, Australia, May 14 - May 20, 2023. \\ {{:conference:clee_icse2023_eadro.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='clee_icse2023_heterogeneous'></a></html> "Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention," Cheryl Lee, Tianyi Yang, Zhuangbin Chen, Yuxin Su, Yongqiang Yang, **Michael R. Lyu**, //in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023),// pp. 1724-1736, Melbourne, Australia, May 14 - May 20, 2023. \\ {{:conference:clee_icse2023_heterogeneous.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jliu_icse2023_incident-aware'></a></html> "Incident-aware Duplicate Ticket Aggregation for Cloud Systems," Jinyang Liu, Shilin He, Zhuangbin Chen, Liqun Li, Yu Kang, Xu Zhang, Pinjia He, Hongyu Zhang, Qingwei Lin, Zhangwei Xu, Saravan Rajmohan, Dongmei Zhang, **Michael R. Lyu**, //in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023),// pp. 2299-2311, Melbourne, Australia, May 14 - May 20, 2023. \\ {{:conference:jliu_icse2023_incident-aware.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='wwang_icse2023_mttm'></a></html> "MTTM: Metamorphic Testing for Textual Content Moderation Software," Wenxuan Wang, Jen-tse Huang, Weibin Wu, Jianping Zhang, Yizhan Huang, Shuqing Li, Pinjia He, **Michael R. Lyu**, //in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023),// pp. 2387-2399, Melbourne, Australia, May 14 - May 20, 2023. \\ {{:conference:wwang_icse2023_mttm.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='wwu_icse2023_practical'></a></html> "Practical and Efficient Model Extraction of Sentiment Analysis APIs," Weibin Wu, Jianping Zhang, Victor Junqiu Wei, Xixian Chen, Zibin Zheng, Irwin King, **Michael R. Lyu**, //in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023),// pp. 524-536, Melbourne, Australia, May 14 - May 20, 2023. \\ {{:conference:wwu_icse2023_practical.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yhuo_icse2023_semparser'></a></html> "SemParser: A Semantic Parser for Log Analytics," Yintong Huo, Yuxin Su, Cheryl Lee, **Michael R. Lyu**, //in Proceedings of the 45th IEEE/ACM International Conference on Software Engineering (ICSE2023),// pp. 881-893, Melbourne, Australia, May 14 - May 20, 2023. \\ {{:conference:yhuo_icse2023_semparser.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zli_aaai2023_cdta'></a></html> "CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning," Zihan Li, Weibin Wu, Yuxin Su, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI2023),// pp. 1530-1538, Washington, DC, USA, February 7 - February 14, 2023. \\ {{:conference:zli_aaai2023_cdta.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jshen_fast2023_fusee'></a></html> "FUSEE: A Fully Memory-Disaggregated Key-Value Store," Jiacheng Shen, Pengfei Zuo, Xuchuan Luo, Tianyi Yang, Yuxin Su, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 21st USENIX Conference on File and Storage Technologies (FAST2023),// pp. 81-98, Santa Clara, USA, February 21 - February 23, 2023. \\ {{:conference:jshen_fast2023_fusee.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2022'></a></html>----**2022**----
 +  - <html><a name='yli_emnlp2022_eliciting'></a></html> "Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation," Yanyang Li, Jianqiao Zhao, **Michael R. Lyu**, Liwei Wang, //in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022),// pp. 10551-10564, Abu Dhabi, United Arab Emirates, December 7 - December 11, 2022. \\ {{:conference:yli_emnlp2022_eliciting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhao_emnlp2022_floweval'></a></html> "FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows," Jianqiao Zhao, Yanyang Li, Wanyu Du, Yangfeng Ji, Dong Yu, **Michael R. Lyu**, Liwei Wang, //in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022),// pp. 10469-10483, Abu Dhabi, United Arab Emirates, December 7 - December 11, 2022. \\ {{:conference:jzhao_emnlp2022_floweval.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hbai_neurips2022_towards'></a></html> "Towards Efficient Post-Training Quantization of Pre-trained Language Models," Haoli Bai, Lu Hou, Lifeng Shang, Xin Jiang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS2022),// pp. 1-14, New Orleans, USA, November 28 - December 9, 2022. \\ {{:conference:hbai_neurips2022_towards.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='cwang_esecfse2022_no'></a></html> "No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence," Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, **Michael R. Lyu**, //in Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2022),// pp. 382-395, Singapore, Singapore, November 14 - November 19, 2022. \\ {{:conference:cwang_esecfse2022_no.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yhuo_issrew2022_logvm'></a></html> "LogVm: Variable Semantics Miner for Log Messages," Yintong Huo, Yuxin Su, **Michael R. Lyu**, //in Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops (ISSRE-W2022),// pp. 124-125, Charlotte, USA, October 31 - November 3, 2022. \\ {{:conference:yhuo_issrew2022_logvm.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='tyang_issrew2022_managing'></a></html> "Managing Service Dependency for Cloud Reliability: The Industrial Practice," Tianyi Yang, Cheryl Lee, Jiacheng Shen, Yuxin Su, Yongqiang Yang, **Michael R. Lyu**, //in Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops (ISSRE-W2022),// pp. 67-68, Charlotte, USA, October 31 - November 3, 2022. \\ {{:conference:tyang_issrew2022_managing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jhuang_issta2022_aeon'></a></html> "AEON: A Method for Automatic Evaluation of NLP Test Cases," Jen-tse Huang, Jianping Zhang, Wenxuan Wang, Pinjia He, Yuxin Su, **Michael R. Lyu**, //in Proceedings of the 31st ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA2022),// pp. 202-214, Virtual, Korea, July 18 - July 22, 2022. \\ {{:conference:jhuang_issta2022_aeon.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ygao_naaclhltfindings2022_retrieval-augmented'></a></html> "Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training," Yifan Gao, Qingyu Yin, Zheng Li, Rui Meng, Tong Zhao, Bing Yin, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Findings of NAACL (NAACL-HLT-Findings2022),// pp. 1233-1246, Seattle, USA, July 10 - July 15, 2022. \\ {{:conference:ygao_naaclhltfindings2022_retrieval-augmented.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhang_cvpr2022_improving'></a></html> "Improving Adversarial Transferability via Neuron Attribution-Based Attacks," Jianping Zhang, Weibin Wu, Jen-tse Huang, Yizhan Huang, Wenxuan Wang, Yuxin Su, **Michael R. Lyu**, //in Proceedings of the 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2022),// pp. 14973-14982, New Orleans, USA, June 19 - June 24, 2022. \\ {{:conference:jzhang_cvpr2022_improving.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='tyang_dsn2022_characterizing'></a></html> "Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems," Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiaoxue Ren, Yongqiang Yang, **Michael R. Lyu**, //in Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2022),// pp. 393-401, Baltimore, USA, June 27 - June 30, 2022. \\ {{:conference:tyang_dsn2022_characterizing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='wgu_acl2022_accelerating'></a></html> "Accelerating Code Search with Deep Hashing and Code Classification," Wenchao Gu, Yanlin Wang, Lun Du, Hongyu Zhang, Shi Han, Dongmei Zhang, **Michael R. Lyu**, //in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL2022),// pp. 2534-2544, Dublin, Ireland, May 22 - May 27, 2022. \\ {{:conference:wgu_acl2022_accelerating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wwang_acl2022_understanding'></a></html> "Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation," Wenxuan Wang, Wenxiang Jiao, Yongchang Hao, Xing Wang, Shuming Shi, Zhaopeng Tu, **Michael R. Lyu**, //in Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (ACL2022),// pp. 2591-2600, Dublin, Ireland, May 22 - May 27, 2022. \\ {{:conference:wwang_acl2022_understanding.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zchen_icse2022_adaptive'></a></html> "Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching," Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xiao Ling, **Michael R. Lyu**, //in Proceedings of the 44th IEEE/ACM International Conference on Software Engineering (ICSE2022),// pp. 61-72, Pittsburgh, USA, May 25 - May 27, 2022. \\ {{:conference:zchen_icse2022_adaptive.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yhuo_icse2022_arclin'></a></html> "ARCLIN: Automated API Mention Resolution for Unformatted Texts," Yintong Huo, Yuxin Su, Hongming Zhang, **Michael R. Lyu**, //in Proceedings of the 44th IEEE/ACM International Conference on Software Engineering (ICSE2022),// pp. 138-149, Pittsburgh, USA, May 25 - May 27, 2022. \\ {{:conference:yhuo_icse2022_arclin.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ypeng_icse2022_static'></a></html> "Static Inference Meets Deep learning: A Hybrid Type Inference Approach for Python," Yun Peng, Cuiyun Gao, Zongjie Li, Bowei Gao, David Lo, Qirun Zhang, **Michael R. Lyu**, //in Proceedings of the 44th IEEE/ACM International Conference on Software Engineering (ICSE2022),// pp. 2019-2030, Pittsburgh, USA, May 25 - May 27, 2022. \\ {{:conference:ypeng_icse2022_static.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jli_aaai2022_text'></a></html> "Text Revision by On-the-Fly Representation Optimization," Jingjing Li, Zichao Li, Tao Ge, Irwin King, **Michael R. Lyu**, //in Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022),// pp. 10956-10964, Virtual, USA, February 22 - March 1, 2022. \\ {{:conference:jli_aaai2022_text.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2021'></a></html>----**2021**----
 +  - <html><a name='cyau_iconip2021_dap-bert'></a></html> "DAP-BERT: Differentiable Architecture Pruning of BERT," Chung-Yiu Yau, Haoli Bai, Irwin King, **Michael R. Lyu**, //in Proceedings of the 28th International Conference on Neural Information Processing (ICONIP2021),// pp. 367-378, Sanur, Indonesia, December 8 - December 12, 2021. \\ {{:conference:cyau_iconip2021_dap-bert.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='tyang_ase2021_aid'></a></html> "AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems," Tianyi Yang, Jiacheng Shen, Yuxin Su, Xiao Ling, Yongqiang Yang, **Michael R. Lyu**, //in Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE2021),// pp. 653-665, Melbourne, Australia, November 15 - November 19, 2021. \\ {{:conference:tyang_ase2021_aid.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zchen_ase2021_graph-based'></a></html> "Graph-based Incident Aggregation for Large-Scale Online Service Systems," Zhuangbin Chen, Jinyang Liu, Yuxin Su, Hongyu Zhang, Xuemin Wen, Xiao Ling, Yongqiang Yang, **Michael R. Lyu**, //in Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering (ASE2021),// pp. 430-442, Melbourne, Australia, November 15 - November 19, 2021. \\ {{:conference:zchen_ase2021_graph-based.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hbai_aclijcnlp2021_binarybert'></a></html> "BinaryBERT: Pushing the Limit of BERT Quantization," Haoli Bai, Wei Zhang, Lu Hou, Lifeng Shang, Jin Jin, Xin Jiang, Qun Liu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP2021),// pp. 4334-4348, Virtual Event, USA, August 1 - August 6, 2021. \\ {{:conference:hbai_aclijcnlp2021_binarybert.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wjiao_aclijcnlp2021_self-training'></a></html> "Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation," Wenxiang Jiao, Xing Wang, Zhaopeng Tu, Shuming Shi, **Michael R. Lyu**, Irwin King, //in Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP2021),// pp. 2840-2850, Virtual Event, USA, August 1 - August 6, 2021. \\ {{:conference:wjiao_aclijcnlp2021_self-training.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jshen_icdcs2021_defuse'></a></html> "Defuse: A Dependency-Guided Function Scheduler to Mitigate Cold Starts on FaaS Platforms," Jiacheng Shen, Tianyi Yang, Yuxin Su, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 41st IEEE International Conference on Distributed Computing Systems (ICDCS2021),// pp. 194-204, Washington DC, USA, July 7 - July 10, 2021. \\ {{:conference:jshen_icdcs2021_defuse.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xfang_ijcnn2021_discrete'></a></html> "Discrete Auto-regressive Variational Attention Models for Text Modeling," Xianghong Fang, Haoli Bai, Jian Li, Zenglin Xu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2021 International Joint Conference on Neural Networks (IJCNN2021),// pp. 1-8, Shenzhen, China, July 18 - July 22, 2021. \\ {{:conference:xfang_ijcnn2021_discrete.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wwu_cvpr2021_improving'></a></html> "Improving the Transferability of Adversarial Samples with Adversarial Transformations," Weibin Wu, Yuxin Su, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2021),// pp. 9024-9033, Virtual Event, USA, June 19 - June 25, 2021. \\ {{:conference:wwu_cvpr2021_improving.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='yhao_naaclhlt2021_multi-task'></a></html> "Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation," Yongchang Hao, Shilin He, Wenxiang Jiao, Zhaopeng Tu, **Michael R. Lyu**, Xing Wang, //in Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2021),// pp. 3989-3996, Online, June 6 - June 11, 2021. \\ {{:conference:yhao_naaclhlt2021_multi-task.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='tyang_wwwc2021_tour'></a></html> "TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release," Tianyi Yang, Cuiyun Gao, Jingya Zang, David Lo, **Michael R. Lyu**, //in Proceedings of the Companion Track of The Web Conference 2021 (WWW:C2021),// pp. 708-712, Virtual Event, Slovenia, April 19 - April 23, 2021. \\ {{:conference:tyang_wwwc2021_tour.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2020'></a></html>----**2020**----
 +  - <html><a name='mlyu_icsocw2020_software'></a></html> "Software Reliability Engineering for Resilient Cloud Operations," **Michael R. Lyu**, Yuxin Su, //in Proceedings of the 18th International Conference on Service-Oriented Computing - Workshops (ICSOC-W2020),// pp. 264-268, Dubai, United Arab Emirates, December 14 - December 17, 2020. \\ {{:conference:mlyu_icsocw2020_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jwang_neurips2020_revisiting'></a></html> "Revisiting Parameter Sharing for Automatic Neural Channel Number Search," Jiaxing Wang, Haoli Bai, Jiaxiang Wu, Xupeng Shi, Junzhou Huang, Irwin King, **Michael R. Lyu**, Jian Cheng, //in Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS2020),// pp. 1-12, Vancouver, Canada, December 6 - December 12, 2020. \\ {{:conference:jwang_neurips2020_revisiting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_neurips2020_unsupervised'></a></html> "Unsupervised Text Generation by Learning from Search," Jingjing Li, Zichao Li, Lili Mou, Xin Jiang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 34th Conference on Neural Information Processing Systems (NeurIPS2020),// pp. 1-12, Vancouver, Canada, December 6 - December 12, 2020. \\ {{:conference:jli_neurips2020_unsupervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='pliu_accv2020_learning'></a></html> "Learning 3D Face Reconstruction with a Pose Guidance Network," Pengpeng Liu, Xintong Han, **Michael R. Lyu**, Irwin King, Jia Xu, //in Proceedings of the 15th Asian Conference on Computer Vision (ACCV2020),// pp. 154-169, Kyoto, Japan, November 30 - December 4, 2020. \\ <color red>**ACCV 2020 Oral Presentation**</color> \\ {{:conference:pliu_accv2020_learning.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='ywang_emnlp2020_cross-media'></a></html> "Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings," Yue Wang, Jing Li, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// pp. 3311-3324, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ywang_emnlp2020_cross-media.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wjiao_emnlp2020_data'></a></html> "Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation," Wenxiang Jiao, Xing Wang, Shilin He, Irwin King, **Michael R. Lyu**, Zhaopeng Tu, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// pp. 2255-2266, Online, USA, November 16 - November 20, 2020. \\ {{:conference:wjiao_emnlp2020_data.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ygao_emnlp2020_discern'></a></html> "Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading," Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// pp. 2439-2449, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ygao_emnlp2020_discern.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_emnlp2020_vd-bert'></a></html> "VD-BERT: A Unified Vision and Dialog Transformer with BERT," Yue Wang, Shafiq R. Joty, **Michael R. Lyu**, Irwin King, Caiming Xiong, Steven C. H. Hoi, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP2020),// pp. 3325-3338, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ywang_emnlp2020_vd-bert.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ygao_emnlpfindings2020_dialogue'></a></html> "Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning," Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP (EMNLP-Findings2020),// pp. 431-440, Online, USA, November 16 - November 20, 2020. \\ {{:conference:ygao_emnlpfindings2020_dialogue.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wjiao_emnlpfindings2020_exploiting'></a></html> "Exploiting Unsupervised Data for Emotion Recognition in Conversations," Wenxiang Jiao, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP (EMNLP-Findings2020),// pp. 4839-4846, Online, USA, November 16 - November 20, 2020. \\ {{:conference:wjiao_emnlpfindings2020_exploiting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zchen_esecfse2020_towards'></a></html> "Towards Intelligent Incident Management: Why We Need It and How We Make It," Zhuangbin Chen, Yu Kang, Hongyu Zhang, Hui Xu, Li Yang, Zhangwei Xu, Pu Zhao, **Michael R. Lyu**, //in Proceedings of the 28th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2020),// pp. 1487-1497, Online, USA, November 8 - November 13, 2020. \\ {{:conference:zchen_esecfse2020_towards.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ygao_acl2020_explicit'></a></html> "Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading," Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, **Michael R. Lyu**, Steven C. H. Hoi, //in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL2020),// pp. 935-945, Online, USA, Jul 5, 2020 - Jul 10, 2020. \\ {{:conference:ygao_acl2020_explicit.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzeng_acldemo2020_photon'></a></html> "Photon: A Robust Cross-Domain Text-to-SQL System," Jichuan Zeng, Xi Victoria Lin, Steven C. H. Hoi, Richard Socher, Caiming Xiong, **Michael R. Lyu**, Irwin King, //in Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL:Demo2020),// pp. 204-214, Online, USA, Jul 5, 2020 - Jul 10, 2020. \\ {{:conference:jzeng_acldemo2020_photon.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wwu_cvpr2020_boosting'></a></html> "Boosting the Transferability of Adversarial Samples via Attention," Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, **Michael R. Lyu**, Yu-Wing Tai, //in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020),// pp. 1158-1167, Seattle, USA, June 13 - June 19, 2020. \\ {{:conference:wwu_cvpr2020_boosting.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='pliu_cvpr2020_flow2stereo'></a></html> "Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching," Pengpeng Liu, Irwin King, **Michael R. Lyu**, Jia Xu, //in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020),// pp. 6647-6656, Seattle, USA, June 13 - June 19, 2020. \\ {{:conference:pliu_cvpr2020_flow2stereo.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='wwu_cvpr2020_towards'></a></html> "Towards Global Explanations of Convolutional Neural Networks with Concept Attribution," Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, **Michael R. Lyu**, Yu-Wing Tai, //in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020),// pp. 8649-8658, Seattle, USA, June 13 - June 19, 2020. \\ <color red>**CVPR 2020 Oral Presentation**</color> \\ {{:conference:wwu_cvpr2020_towards.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzeng_www2020_what'></a></html> "What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process," Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, **Michael R. Lyu**, Irwin King, //in Proceedings of The Web Conference 2020 (WWW2020),// pp. 1502-1513, Taipei, Taiwan, April 20 - April 25, 2020. \\ {{:conference:jzeng_www2020_what.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hbai_aaai2020_few'></a></html> "Few Shot Network Compression via Cross Distillation," Haoli Bai, Jiaxiang Wu, Irwin King, **Michael R. Lyu**, //in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020),// pp. 3203-3210, New York, USA, February 7 - February 12, 2020. \\ {{:conference:hbai_aaai2020_few.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_aaai2020_neuron'></a></html> "Neuron Interaction Based Representation Composition for Neural Machine Translation," Jian Li, Xing Wang, Baosong Yang, Shuming Shi, **Michael R. Lyu**, Zhaopeng Tu, //in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020),// pp. 8204-8211, New York, USA, February 7 - February 12, 2020. \\ {{:conference:jli_aaai2020_neuron.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wjiao_aaai2020_real-time'></a></html> "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network," Wenxiang Jiao, **Michael R. Lyu**, Irwin King, //in Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI2020),// pp. 8002-8009, New York, USA, February 7 - February 12, 2020. \\ {{:conference:wjiao_aaai2020_real-time.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2019'></a></html>----**2019**----
 +  - <html><a name='cgao_ase2019_automating'></a></html> "Automating App Review Response Generation," Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, **Michael R. Lyu**, Irwin King, //in Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE2019),// pp. 163-175, San Diego, USA, November 11 - November 15, 2019. \\ {{:conference:cgao_ase2019_automating.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jliu_ase2019_logzip'></a></html> "Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression," Jinyang Liu, Jieming Zhu, Shilin He, Pinjia He, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering (ASE2019),// pp. 863-873, San Diego, USA, November 11 - November 15, 2019. \\ {{:conference:jliu_ase2019_logzip.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jli_emnlpijcnlp2019_improving'></a></html> "Improving Question Generation with to the Point Context," Jingjing Li, Yifan Gao, Lidong Bing, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP/IJCNLP2019),// pp. 3214-3224, Hong Kong, China, November 3 - November 7, 2019. \\ {{:conference:jli_emnlpijcnlp2019_improving.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='she_emnlpijcnlp2019_towards'></a></html> "Towards Understanding Neural Machine Translation with Word Importance," Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, **Michael R. Lyu**, Shuming Shi, //in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP/IJCNLP2019),// pp. 953-962, Hong Kong, China, November 3 - November 7, 2019. \\ {{:conference:she_emnlpijcnlp2019_towards.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='tzhang_issre2019_an'></a></html> "An Empirical Study of Common Challenges in Developing Deep Learning Applications," Tianyi Zhang, Cuiyun Gao, Lei Ma, **Michael R. Lyu**, Miryung Kim, //in Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering (ISSRE2019),// pp. 104-115, Berlin, Germany, October 28 - October 31, 2019. \\ {{:conference:tzhang_issre2019_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ywang_issre2019_textout'></a></html> "Textout: Detecting Text-Layout Bugs in Mobile Apps via Visualization-Oriented Learning," Yaohui Wang, Hui Xu, Yangfan Zhou, **Michael R. Lyu**, Xin Wang, //in Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering (ISSRE2019),// pp. 239-249, Berlin, Germany, October 28 - October 31, 2019. \\ {{:conference:ywang_issre2019_textout.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ygao_ijcai2019_difficulty'></a></html> "Difficulty Controllable Generation of Reading Comprehension Questions," Yifan Gao, Lidong Bing, Wang Chen, **Michael R. Lyu**, Irwin King, //in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019),// pp. 4968-4974, Macao, China, August 10 - August 16, 2019. \\ {{:conference:ygao_ijcai2019_difficulty.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ysu_ijcai2019_parallel'></a></html> "Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators," Yuxin Su, Shenglin Zhao, Xixian Chen, Irwin King, **Michael R. Lyu**, //in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019),// pp. 3483-3489, Macao, China, August 10 - August 16, 2019. \\ {{:conference:ysu_ijcai2019_parallel.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ygao_acl2019_interconnected'></a></html> "Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling," Yifan Gao, Piji Li, Irwin King, **Michael R. Lyu**, //in Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL2019),// pp. 4853-4862, Florence, Italy, July 28 - August 2, 2019. \\ {{:conference:ygao_acl2019_interconnected.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_acl2019_topic-aware'></a></html> "Topic-Aware Neural Keyphrase Generation for Social Media Language," Yue Wang, Jing Li, Hou Pong Chan, Irwin King, **Michael R. Lyu**, Shuming Shi, //in Proceedings of the 57th Conference of the Association for Computational Linguistics (ACL2019),// pp. 2516-2526, Florence, Italy, July 28 - August 2, 2019. \\ {{:conference:ywang_acl2019_topic-aware.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='fjin_aclwinlp2019_an'></a></html> "An Online Topic Modeling Framework with Topics Automatically Labeled," Fenglei Jin, Cuiyun Gao, **Michael R. Lyu**, //in Proceedings of the 2019 Workshop on Widening NLP (ACL:WiNLP2019),// pp. 73-76, Florence, Italy, 28-Jul-19. \\ {{:conference:fjin_aclwinlp2019_an.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='pliu_cvpr2019_selflow'></a></html> "SelFlow: Self-Supervised Learning of Optical Flow," Pengpeng Liu, **Michael R. Lyu**, Irwin King, Jia Xu, //in Proceedings of the 2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR2019),// pp. 4571-4580, Long Beach, USA, June 16 - June 20, 2019. \\ {{:conference:pliu_cvpr2019_selflow.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='wwu_dsn2019_deep'></a></html> "Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks," Weibin Wu, Hui Xu, Sanqiang Zhong, **Michael R. Lyu**, Irwin King, //in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2019),// pp. 125-137, Portland, USA, June 24 - June 27, 2019. \\ {{:conference:wwu_dsn2019_deep.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_dsnw2019_nv-dnn'></a></html> "NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming," Hui Xu, Zhuangbin Chen, Weibin Wu, Zhi Jin, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSNW2019),// pp. 44-47, Portland, USA, June 24 - June 27, 2019. \\ {{:conference:hxu_dsnw2019_nv-dnn.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='wjiao_naaclhlt2019_higru'></a></html> "HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition," Wenxiang Jiao, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019),// pp. 397-406, Minneapolis, USA, June 2 - June 7, 2019. \\ {{:conference:wjiao_naaclhlt2019_higru.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_naaclhlt2019_information'></a></html> "Information Aggregation for Multi-Head Attention with Routing-by-Agreement," Jian Li, Baosong Yang, Zi-Yi Dou, Xing Wang, **Michael R. Lyu**, Zhaopeng Tu, //in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019),// pp. 3566-3575, Minneapolis, USA, June 2 - June 7, 2019. \\ {{:conference:jli_naaclhlt2019_information.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ywang_naaclhlt2019_microblog'></a></html> "Microblog Hashtag Generation via Encoding Conversation Contexts," Yue Wang, Jing Li, Irwin King, **Michael R. Lyu**, Shuming Shi, //in Proceedings of the 17th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT2019),// pp. 1624-1633, Minneapolis, USA, June 2 - June 7, 2019. \\ {{:conference:ywang_naaclhlt2019_microblog.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='cgao_icseseip2019_emerging'></a></html> "Emerging App Issue Identification from User Feedback: Experience on WeChat," Cuiyun Gao, Wujie Zheng, Yuetang Deng, David Lo, Jichuan Zeng, **Michael R. Lyu**, Irwin King, //in Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE:SEIP2019),// pp. 279-288, Montreal, Canada, May 25 - May 31, 2019. \\ {{:conference:cgao_icseseip2019_emerging.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhu_icseseip2019_tools'></a></html> "Tools and Benchmarks for Automated Log Parsing," Jieming Zhu, Shilin He, Jinyang Liu, Pinjia He, Qi Xie, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice (ICSE:SEIP2019),// pp. 121-130, Montreal, Canada, May 25 - May 31, 2019. \\ {{:conference:jzhu_icseseip2019_tools.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='pliu_aaai2019_ddflow'></a></html> "DDFlow: Learning Optical Flow with Unlabeled Data Distillation," Pengpeng Liu, Irwin King, **Michael R. Lyu**, Jia Xu, //in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019),// pp. 8770-8777, Honolulu, USA, January 27 - February 1, 2019. \\ {{:conference:pliu_aaai2019_ddflow.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ygao_aaai2019_generating'></a></html> "Generating Distractors for Reading Comprehension Questions from Real Examinations," Yifan Gao, Lidong Bing, Piji Li, Irwin King, **Michael R. Lyu**, //in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019),// pp. 6423-6430, Honolulu, USA, January 27 - February 1, 2019. \\ {{:conference:ygao_aaai2019_generating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wchen_aaai2019_title-guided'></a></html> "Title-Guided Encoding for Keyphrase Generation," Wang Chen, Yifan Gao, Jiani Zhang, Irwin King, **Michael R. Lyu**, //in Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI2019),// pp. 6268-6275, Honolulu, USA, January 27 - February 1, 2019. \\ {{:conference:wchen_aaai2019_title-guided.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2018'></a></html>----**2018**----
 +  - <html><a name='hshao_neurips2018_almost'></a></html> "Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs," Han Shao, Xiaotian Yu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 32nd Conference on Neural Information Processing Systems (NeurIPS2018),// pp. 8430-8439, Montreal, Canada, December 3 - December 8, 2018. \\ {{:conference:hshao_neurips2018_almost.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='she_esecfse2018_identifying'></a></html> "Identifying Impactful Service System Problems via Log Analysis," Shilin He, Qingwei Lin, Jian-Guang Lou, Hongyu Zhang, **Michael R. Lyu**, Dongmei Zhang, //in Proceedings of the 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2018),// pp. 60-70, Lake Buena Vista, USA, November 4 - November 9, 2018. \\ {{:conference:she_esecfse2018_identifying.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_esecfse2018_infar'></a></html> "INFAR: Insight Extraction from App Reviews," Cuiyun Gao, Jichuan Zeng, David Lo, Chin-Yew Lin, **Michael R. Lyu**, Irwin King, //in Proceedings of the 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE2018),// pp. 904-907, Lake Buena Vista, USA, November 4 - November 9, 2018. \\ {{:conference:cgao_esecfse2018_infar.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ysu_cikm2018_communication-efficient'></a></html> "Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization," Yuxin Su, **Michael R. Lyu**, Irwin King, //in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM2018),// pp. 1463-1472, Torino, Italy, October 22 - October 26, 2018. \\ {{:conference:ysu_cikm2018_communication-efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hbai_cikm2018_neural'></a></html> "Neural Relational Topic Models for Scientific Article Analysis," Haoli Bai, Zhuangbin Chen, **Michael R. Lyu**, Irwin King, Zenglin Xu, //in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM2018),// pp. 27-36, Torino, Italy, October 22 - October 26, 2018. \\ {{:conference:hbai_cikm2018_neural.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_emnlp2018_multi-head'></a></html> "Multi-Head Attention with Disagreement Regularization," Jian Li, Zhaopeng Tu, Baosong Yang, **Michael R. Lyu**, Tong Zhang, //in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018),// pp. 2897-2903, Brussels, Belgium, October 31 - November 4, 2018. \\ {{:conference:jli_emnlp2018_multi-head.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzeng_emnlp2018_topic'></a></html> "Topic Memory Networks for Short Text Classification," Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP2018),// pp. 3120-3131, Brussels, Belgium, October 31 - November 4, 2018. \\ {{:conference:jzeng_emnlp2018_topic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='phe_ase2018_characterizing'></a></html> "Characterizing the Natural Language Descriptions in Software Logging Statements," Pinjia He, Zhuangbin Chen, Shilin He, **Michael R. Lyu**, //in Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering (ASE2018),// pp. 178-189, Corum, Montpellier, France, September 3 - September 7, 2018. \\ {{:conference:phe_ase2018_characterizing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_aseamobile2018_exploring'></a></html> "Exploring the Effects of Ad Schemes on the Performance Cost of Mobile Phones," Cuiyun Gao, Jichuan Zeng, Federica Sarro, **Michael R. Lyu**, Irwin King, //in Proceedings of the 1st International Workshop on Advances in Mobile App Analysis (ASE:A-Mobile2018),// pp. 13-18, Corum, Montpellier, France, 4-Sep-18. \\ {{:conference:cgao_aseamobile2018_exploring.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='xyu_uai2018_pure'></a></html> "Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs," Xiaotian Yu, Han Shao, **Michael R. Lyu**, Irwin King, //in Proceedings of the 34th Conference on Uncertainty in Artificial Intelligence (UAI2018),// pp. 937-946, Monterey, USA, August 6 - August 10, 2018. \\ {{:conference:xyu_uai2018_pure.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='szhao_icme2018_personalized'></a></html> "Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts," Shenglin Zhao, Xixian Chen, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2018 IEEE International Conference on Multimedia and Expo (ICME2018),// pp. 1-6, San Diego, USA, July 23 - July 27, 2018. \\ {{:conference:szhao_icme2018_personalized.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='xyu_ijcai2018_a'></a></html> "A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization," Xiaotian Yu, Irwin King, **Michael R. Lyu**, Tianbao Yang, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI2018),// pp. 3040-3046, Stockholm, Sweden, July 13 - July 19, 2018. \\ {{:conference:xyu_ijcai2018_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_ijcai2018_code'></a></html> "Code Completion with Neural Attention and Pointer Networks," Jian Li, Yue Wang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI2018),// pp. 4159-4165, Stockholm, Sweden, July 13 - July 19, 2018. \\ {{:conference:jli_ijcai2018_code.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hxu_dsn2018_manufacturing'></a></html> "Manufacturing Resilient Bi-Opaque Predicates Against Symbolic Execution," Hui Xu, Yangfan Zhou, Yu Kang, Fengzhi Tu, **Michael R. Lyu**, //in Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2018),// pp. 666-677, Luxembourg City, Luxembourg, June 25 - June 28, 2018. \\ {{:conference:hxu_dsn2018_manufacturing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='cgao_icse2018_online'></a></html> "Online App Review Analysis for Identifying Emerging Issues," Cuiyun Gao, Jichuan Zeng, **Michael R. Lyu**, Irwin King, //in Proceedings of the 40th International Conference on Software Engineering (ICSE2018),// pp. 48-58, Gothenburg, Sweden, May 27 - June 3, 2018. \\ {{:conference:cgao_icse2018_online.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year2017'></a></html>----**2017**----
 +  - <html><a name='xniu_adma2017_from'></a></html> "From Mutual Friends to Overlapping Community Detection: A Non-Negative Matrix Factorization Approach," Xingyu Niu, Hongyi Zhang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 13th International Conference on Advanced Data Mining and Applications (ADMA2017),// pp. 180-194, Singapore, Singapore, November 5 - November 6, 2017. \\ {{:conference:xniu_adma2017_from.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='szhang_gis2017_traffic'></a></html> "Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method," Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, **Michael R. Lyu**, Irwin King, //in Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS2017),// pp. 29:1-29:10, Redondo Beach, USA, November 7 - November 10, 2017. \\ {{:conference:szhang_gis2017_traffic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_icdm2017_risk'></a></html> "Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects," Xiaotian Yu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 17th IEEE International Conference on Data Mining (ICDM2017),// pp. 1147-1152, New Orleans, USA, November 18 - November 21, 2017. \\ {{:conference:xyu_icdm2017_risk.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='szhao_iconip2017_geo-pairwise'></a></html> "Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation," Shenglin Zhao, Irwin King, **Michael R. Lyu**, //in Proceedings of the 24th International Conference on Neural Information Processing (ICONIP2017),// pp. 368-377, Guangzhou, China, November 14 - November 18, 2017. \\ {{:conference:szhao_iconip2017_geo-pairwise.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xchen_icml2017_toward'></a></html> "Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data," Xixian Chen, **Michael R. Lyu**, Irwin King, //in Proceedings of the 34th International Conference on Machine Learning (ICML2017),// pp. 767-776, Sydney, Australia, August6 - August 11, 2017. \\ {{:conference:xchen_icml2017_toward.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ysu_sigir2017_learning'></a></html> "Learning to Rank Using Localized Geometric Mean Metrics," Yuxin Su, Irwin King, **Michael R. Lyu**, //in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017),// pp. 45-54, Tokyo, Japan, August 7 - August 11, 2017. \\ {{:conference:ysu_sigir2017_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='szhao_sigir2017_mining'></a></html> "Mining Business Opportunities from Location-Based Social Networks," Shenglin Zhao, Irwin King, **Michael R. Lyu**, Jia Zeng, Mingxuan Yuan, //in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017),// pp. 1037-1040, Tokyo, Japan, August 7 - August 11, 2017. \\ {{:conference:szhao_sigir2017_mining.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xchen_uai2017_frosh'></a></html> "FROSH: FasteR Online Sketching Hashing," Xixian Chen, Irwin King, **Michael R. Lyu**, //in Proceedings of the 33rd Conference on Uncertainty in Artificial Intelligence (UAI2017),// Sydney, Australia, August 11 - August 15, 2017. \\ {{:conference:xchen_uai2017_frosh.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jli_qrs2017_software'></a></html> "Software Defect Prediction via Convolutional Neural Network," Jian Li, Pinjia He, Jieming Zhu, **Michael R. Lyu**, //in Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS2017),// pp. 318-328, Prague, Czech Republic, July 25 - July 29, 2017. \\ {{:conference:jli_qrs2017_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_dsn2017_concolic'></a></html> "Concolic Execution on Small-Size Binaries: Challenges and Empirical Study," Hui Xu, Yangfan Zhou, Yu Kang, **Michael R. Lyu**, //in Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2017),// pp. 181-188, Denver, USA, June 26 - June 29, 2017. \\ {{:conference:hxu_dsn2017_concolic.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhu_icws2017_carp'></a></html> "CARP: Context-Aware Reliability Prediction of Black-Box Web Services," Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 24th IEEE International Conference on Web Services (ICWS2017),// pp. 17-24, Honolulu, USA, June 25 - June 30, 2017. \\ {{:conference:jzhu_icws2017_carp.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='phe_icws2017_drain'></a></html> "Drain: An Online Log Parsing Approach with Fixed Depth Tree," Pinjia He, Jieming Zhu, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 24th IEEE International Conference on Web Services (ICWS2017),// pp. 33-40, Honolulu, USA, June 25 - June 30, 2017. \\ {{:conference:phe_icws2017_drain.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='cgao_icsec2017_intelliad'></a></html> "IntelliAd: Assisting Mobile App Developers in Measuring Ad Costs Automatically," Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 39th International Conference on Software Engineering Companion Volume (ICSE:C2017),// pp. 253-255, Buenos Aires, Argentina, May 20 - May 28, 2017. \\ {{:conference:cgao_icsec2017_intelliad.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='gli_ijcnn2017_simple'></a></html> "Simple and Efficient Parallelization for Probabilistic Temporal Tensor Factorization," Guangxi Li, Zenglin Xu, Linnan Wang, Jinmian Ye, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2017 IEEE International Joint Conference on Neural Networks (IJCNN2017),// pp. 1-8, Anchorage, USA, May 14 - May 19, 2017. \\ {{:conference:gli_ijcnn2017_simple.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='szhao_wwwc2017_geo-teaser'></a></html> "Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-Interest Recommendation," Shenglin Zhao, Tong Zhao, Irwin King, **Michael R. Lyu**, //in Proceedings of the 26th International Conference on World Wide Web Companion (WWW:C2017),// pp. 153-162, Perth, Australia, April 3 - April 7, 2017. \\ {{:conference:szhao_wwwc2017_geo-teaser.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xyu_aaai2017_cbrap'></a></html> "CBRAP: Contextual Bandits with RAndom Projection," Xiaotian Yu, **Michael R. Lyu**, Irwin King, //in Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI2017),// pp. 2859-2866, San Francisco, USA, February 4 - February 9, 2017. \\ {{:conference:xyu_aaai2017_cbrap.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2016'></a></html>----**2016**----
 +  - <html><a name='ykang_fse2016_diagdroid'></a></html> "DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions," Yu Kang, Yangfan Zhou, Hui Xu, **Michael R. Lyu**, //in Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE2016),// pp. 410-421, Seattle, USA, November 13 - November 18, 2016. \\ {{:conference:ykang_fse2016_diagdroid.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='szhao_iconip2016_aggregated'></a></html> "Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation," Shenglin Zhao, **Michael R. Lyu**, Irwin King, //in Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP2016),// pp. 450-458, Kyoto, Japan, October 16 - October 21, 2016. \\ {{:conference:szhao_iconip2016_aggregated.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ykang_issre2016_experience'></a></html> "Experience Report: Detecting Poor-Responsive UI in Android Applications," Yu Kang, Yangfan Zhou, Min Gao, Yixia Sun, **Michael R. Lyu**, //in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016),// pp. 490-501, Ottawa, Canada, October 23 - October 27, 2016. \\ {{:conference:ykang_issre2016_experience.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='she_issre2016_experience'></a></html> "Experience Report: System Log Analysis for Anomaly Detection," Shilin He, Jieming Zhu, Pinjia He, **Michael R. Lyu**, //in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016),// pp. 207-218, Ottawa, Canada, October 23 - October 27, 2016. \\ <color red>**ISSRE 2019 30-Year Most Influential Papers**</color> \\ {{:conference:she_issre2016_experience.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yman_issre2016_experience'></a></html> "Experience Report: Understanding Cross-Platform App Issues from User Reviews," Yichuan Man, Cuiyun Gao, **Michael R. Lyu**, Jiuchun Jiang, //in Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering (ISSRE2016),// pp. 138-149, Ottawa, Canada, October 23 - October 27, 2016. \\ {{:conference:yman_issre2016_experience.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hzhang_ijcai2016_modeling'></a></html> "Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection," Hongyi Zhang, Tong Zhao, Irwin King, **Michael R. Lyu**, //in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI2016),// pp. 3938-3944, New York, USA, July 9 - July 15, 2016. \\ {{:conference:hzhang_ijcai2016_modeling.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ysu_ijcnn2016_distributed'></a></html> "Distributed Information-Theoretic Metric Learning in Apache Spark," Yuxin Su, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2016 IEEE International Joint Conference on Neural Networks (IJCNN2016),// pp. 3306-3313, Vancouver, Canada, July 24 - July 29, 2016. \\ {{:conference:ysu_ijcnn2016_distributed.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_ijcnn2016_online'></a></html> "Online Non-Negative Dictionary Learning via Moment Information for Sparse Poisson Coding," Xiaotian Yu, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2016 IEEE International Joint Conference on Neural Networks (IJCNN2016),// pp. 5094-5101, Vancouver, Canada, July 24 - July 29, 2016. \\ {{:conference:xyu_ijcnn2016_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='phe_dsn2016_an'></a></html> "An Evaluation Study on Log Parsing and Its Use in Log Mining," Pinjia He, Jieming Zhu, Shilin He, Jian Li, **Michael R. Lyu**, //in Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2016),// pp. 654-661, Toulouse, France, June 28 - July 1, 2016. \\ {{:conference:phe_dsn2016_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='qxie_icws2016_asymmetric'></a></html> "Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation," Qi Xie, Shenglin Zhao, Zibin Zheng, Jieming Zhu, **Michael R. Lyu**, //in Proceedings of the 23rd IEEE International Conference on Web Services (ICWS2016),// pp. 204-211, San Francisco, USA, June 27 - July 2, 2016. \\ {{:conference:qxie_icws2016_asymmetric.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hxu_asiaccscpss2016_n-version'></a></html> "N-Version Obfuscation," Hui Xu, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security (AsiaCCS:CPSS2016),// pp. 22-33, Xi'an, China, 30-May-16. \\ {{:conference:hxu_asiaccscpss2016_n-version.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='szhao_aaai2016_stellar'></a></html> "STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation," Shenglin Zhao, Tong Zhao, Haiqin Yang, **Michael R. Lyu**, Irwin King, //in Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI2016),// pp. 315-322, Phoenix, USA, February 12 - February 17, 2016. \\ {{:conference:szhao_aaai2016_stellar.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2015'></a></html>----**2015**----
 +  - <html><a name='cgao_issre2015_paid'></a></html> "PAID: Prioritizing App Issues for Developers by Tracking User Reviews over Versions," Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering (ISSRE2015),// pp. 35-45, Washington DC, USA, November 2 - November 5, 2015. \\ {{:conference:cgao_issre2015_paid.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hxu_issre2015_spyaware'></a></html> "SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces," Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, **Michael R. Lyu**, //in Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering (ISSRE2015),// pp. 348-358, Washington DC, USA, November 2 - November 5, 2015. \\ {{:conference:hxu_issre2015_spyaware.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ywang_cic2015_entropy-based'></a></html> "Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing," Yue Wang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 1st IEEE Conference on Collaboration and Internet Computing (CIC2015),// pp. 252-259, Hangzhou, China, October 27 - October 30, 2015. \\ {{:conference:ywang_cic2015_entropy-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hzhang_ijcai2015_exploiting'></a></html> "Exploiting k-Degree Locality to Improve Overlapping Community Detection," Hongyi Zhang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI2015),// pp. 2394-2400, Buenos Aires, Argentina, July 25 - July 31, 2015. \\ {{:conference:hzhang_ijcai2015_exploiting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xchen_ijcai2015_training-efficient'></a></html> "Training-Efficient Feature Map for Shift-Invariant Kernels," Xixian Chen, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI2015),// pp. 3395-3401, Buenos Aires, Argentina, July 25 - July 31, 2015. \\ {{:conference:xchen_ijcai2015_training-efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='schen_uai2015_fast'></a></html> "Fast Relative-Error Approximation Algorithm for Ridge Regression," Shouyuan Chen, Yang Liu, **Michael R. Lyu**, Irwin King, Shengyu Zhang, //in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI2015),// pp. 201-210, Amsterdam, The Netherlands, July 12 - July 16, 2015. \\ {{:conference:schen_uai2015_fast.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhu_icws2015_a'></a></html> "A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation," Jieming Zhu, Pinjia He, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 22nd IEEE International Conference on Web Services (ICWS2015),// pp. 241-248, New York, USA, June 27 - July 2, 2015. \\ {{:conference:jzhu_icws2015_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jzhu_icse2015_learning'></a></html> "Learning to Log: Helping Developers Make Informed Logging Decisions," Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, **Michael R. Lyu**, Dongmei Zhang, //in Proceedings of the 37th IEEE/ACM International Conference on Software Engineering (ICSE2015),// pp. 415-425, Florence, Italy, May 16 - May 24, 2015. \\ {{:conference:jzhu_icse2015_learning.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hzhang_aaai2015_incorporating'></a></html> "Incorporating Implicit Link Preference into Overlapping Community Detection," Hongyi Zhang, Irwin King, **Michael R. Lyu**, //in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI2015),// pp. 396-402, Austin, USA, January 25 - January 30, 2015. \\ {{:conference:hzhang_aaai2015_incorporating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jhu_aaai2015_kernelized'></a></html> "Kernelized Online Imbalanced Learning with Fixed Budgets," Junjie Hu, Haiqin Yang, Irwin King, **Michael R. Lyu**, Anthony Man-Cho So, //in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence (AAAI2015),// pp. 2666-2672, Austin, USA, January 25 - January 30, 2015. \\ {{:conference:jhu_aaai2015_kernelized.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2014'></a></html>----**2014**----
 +  - <html><a name='jzhou_cloudcom2014_tracebench'></a></html> "TraceBench: An Open Data Set for Trace-Oriented Monitoring," Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science (CLOUDCOM2014),// pp. 519-526, Singapore, Singapore, December 15 - December 18, 2014. \\ {{:conference:jzhou_cloudcom2014_tracebench.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='schen_nips2014_combinatorial'></a></html> "Combinatorial Pure Exploration of Multi-Armed Bandits," Shouyuan Chen, Tian Lin, Irwin King, **Michael R. Lyu**, Wei Chen, //in Proceedings of the 28th Conference on Neural Information Processing Systems (NIPS2014),// pp. 379-387, Montreal, Canada, December 8 - December 13, 2014. \\ <color red>**NIPS 2014 Oral Presentation**</color> \\ {{:conference:schen_nips2014_combinatorial.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_iconip2014_non-monotonic'></a></html> "Non-Monotonic Feature Selection for Regression," Haiqin Yang, Zenglin Xu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 21st International Conference on Neural Information Processing (ICONIP2014),// pp. 44-51, Kuching, Malaysia, November 3 - November 6, 2014. \\ {{:conference:hyang_iconip2014_non-monotonic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ccheng_recsys2014_gradient'></a></html> "Gradient Boosting Factorization Machines," Chen Cheng, Fen Xia, Tong Zhang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys2014),// pp. 265-272, Foster City, USA, October 6 - October 10, 2014. \\ {{:conference:ccheng_recsys2014_gradient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='gling_recsys2014_ratings'></a></html> "Ratings Meet Reviews, a Combined Approach to Recommend," Guang Ling, **Michael R. Lyu**, Irwin King, //in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys2014),// pp. 105-112, Foster City, USA, October 6 - October 10, 2014. \\ {{:conference:gling_recsys2014_ratings.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='tzhao_ijcnn2014_exploiting'></a></html> "Exploiting Homophily-Based Implicit Social Network to Improve Recommendation Performance," Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2014 IEEE International Joint Conference on Neural Networks (IJCNN2014),// pp. 2539-2547, Beijing, China, July 6 - July 11, 2014. \\ {{:conference:tzhao_ijcnn2014_exploiting.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hxu_soups2014_towards'></a></html> "Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones," Hui Xu, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 10th Symposium on Usable Privacy and Security (SOUPS2014),// pp. 187-198, Menlo Park, USA, July 9 - July 11, 2014. \\ {{:conference:hxu_soups2014_towards.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhou_cloud2014_towards'></a></html> "Towards an Open Data Set for Trace-Oriented Monitoring," Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 7th IEEE International Conference on Cloud Computing (CLOUD2014),// pp. 922-923, Anchorage, USA, June 27 - July 2, 2014. \\ {{:conference:jzhou_cloud2014_towards.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jzhu_icdcs2014_towards'></a></html> "Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation," Jieming Zhu, Pinjia He, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 34th International Conference on Distributed Computing Systems Workshops (ICDCS2014),// pp. 318-327, Madrid, Spain, June 30 - July 3, 2014. \\ {{:conference:jzhu_icdcs2014_towards.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='sli_icws2014_delay-aware'></a></html> "Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds," Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, **Michael R. Lyu**, //in Proceedings of the 21st IEEE International Conference on Web Services (ICWS2014),// pp. 169-176, Anchorage, USA, June 27 - July 2, 2014. \\ {{:conference:sli_icws2014_delay-aware.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='phe_icws2014_location-based'></a></html> "Location-Based Hierarchical Matrix Factorization for Web Service Recommendation," Pinjia He, Jieming Zhu, Zibin Zheng, Jianlong Xu, **Michael R. Lyu**, //in Proceedings of the 21st IEEE International Conference on Web Services (ICWS2014),// pp. 297-304, Anchorage, USA, June 27 - July 2, 2014. \\ {{:conference:phe_icws2014_location-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pzheng_scc2014_granger'></a></html> "Granger Causality-Aware Prediction and Diagnosis of Software Degradation," Pengfei Zheng, Yangfan Zhou, **Michael R. Lyu**, Yong Qi, //in Proceedings of the 11th IEEE International Conference on Services Computing (SCC2014),// pp. 528-535, Anchorage, USA, June 27 - July 2, 2014. \\ {{:conference:pzheng_scc2014_granger.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='phe_sose2014_a'></a></html> "A Hierarchical Matrix Factorization Approach for Location-Based Web Service QoS Prediction," Pinjia He, Jieming Zhu, Jianlong Xu, **Michael R. Lyu**, //in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE2014),// pp. 290-295, Oxford, The United Kingdom, April 7 - April 11, 2014. \\ {{:conference:phe_sose2014_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='nwang_aerospace2014_an'></a></html> "An EMG Enhanced Impedance and Force Control Framework for Telerobot Operation in Space," Ning Wang, Chenguang Yang, **Michael R. Lyu**, Zhijun Li, //in Proceedings of the 2014 IEEE Aerospace Conference (Aerospace2014),// pp. 1-10, Big Sky, USA, March 1 - March 8, 2014. \\ {{:conference:nwang_aerospace2014_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2013'></a></html>----**2013**----
 +  - <html><a name='schen_nips2013_exact'></a></html> "Exact and Stable Recovery of Pairwise Interaction Tensors," Shouyuan Chen, **Michael R. Lyu**, Irwin King, Zenglin Xu, //in Proceedings of the 27th Conference on Neural Information Processing Systems (NIPS2013),// pp. 1691-1699, Lake Tahoe, USA, December 5 - December 8, 2013. \\ {{:conference:schen_nips2013_exact.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_nipsbiglearning2013_online'></a></html> "Online Imbalanced Learning with Kernels," Haiqin Yang, Junjie Hu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 27th Conference on Neural Information Processing Systems Workshop on Big Learning: Advances in Algorithms and Data Management (NIPS:Big Learning2013),// pp. 5-10, Lake Tahoe, USA, December 5 - December 8, 2013. \\ {{:conference:hyang_nipsbiglearning2013_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='szhao_iconip2013_capturing'></a></html> "Capturing Geographical Influence in POI Recommendations," Shenglin Zhao, Irwin King, **Michael R. Lyu**, //in Proceedings of the 20th International Conference on Neural Information Processing (ICONIP2013),// pp. 530-537, Daegu, Korea, November 3 - November 7, 2013. \\ {{:conference:szhao_iconip2013_capturing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='cwu_bigdata2013_sparse'></a></html> "Sparse Poisson Coding for High Dimensional Document Clustering," Chenxia Wu, Haiqin Yang, Jianke Zhu, Jiemi Zhang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2013 IEEE International Conference on Big Data (BigData2013),// pp. 512-517, Santa Clara, USA, October 6 - October 9, 2013. \\ {{:conference:cwu_bigdata2013_sparse.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='bli_emnlp2013_a'></a></html> "A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers," Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP2013),// pp. 1521-1532, Seattle, USA, October 18 - October 21, 2013. \\ {{:conference:bli_emnlp2013_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='gling_ijcai2013_a'></a></html> "A Unified Framework for Reputation Estimation in Online Rating Systems," Guang Ling, Irwin King, **Michael R. Lyu**, //in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI2013),// pp. 2670-2676, Beijing, China, August 3 - August 9, 2013. \\ {{:conference:gling_ijcai2013_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ccheng_ijcai2013_where'></a></html> "Where You Like to Go Next: Successive Point-of-Interest Recommendation," Chen Cheng, Haiqin Yang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 23rd International Joint Conference on Artificial Intelligence (IJCAI2013),// pp. 2605-2611, Beijing, China, August 3 - August 9, 2013. \\ {{:conference:ccheng_ijcai2013_where.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_bigdatacongress2013_service-generated'></a></html> "Service-Generated Big Data and Big Data-as-a-Service: An Overview," Zibin Zheng, Jieming Zhu, **Michael R. Lyu**, //in Proceedings of the 2013 IEEE International Congress on Big Data (BigData Congress2013),// pp. 403-410, Santa Clara, USA, June 27 - July 2, 2013. \\ {{:conference:zzheng_bigdatacongress2013_service-generated.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhu_cloud2013_dr2'></a></html> "DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications," Jieming Zhu, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 6th IEEE International Conference on Cloud Computing (CLOUD2013),// pp. 589-596, Santa Clara, USA, June 28 - July 3, 2013. \\ {{:conference:jzhu_cloud2013_dr2.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='qzhang_pldi2013_fast'></a></html> "Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis," Qirun Zhang, **Michael R. Lyu**, Hao Yuan, Zhendong Su, //in Proceedings of the 34th ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI2013),// pp. 435-446, Seattle, USA, June 16 - June 19, 2013. \\ <color red>**Third Prize of PLDI 2013 Student Research Competition**</color> \\ {{:conference:qzhang_pldi2013_fast.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='wqiu_scc2013_reputation-aware'></a></html> "Reputation-Aware QoS Value Prediction of Web Services," Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, **Michael R. Lyu**, //in Proceedings of the 10th IEEE International Conference on Services Computing (SCC2013),// pp. 41-48, Santa Clara, USA, June 28 - July 3, 2013. \\ {{:conference:wqiu_scc2013_reputation-aware.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='nwang_aerospace2013_a'></a></html> "A Machine Learning Framework for Space Medicine Predictive Diagnostics with Physiological Signals," Ning Wang, **Michael R. Lyu**, Chenguang Yang, //in Proceedings of the 2013 IEEE Aerospace Conference (Aerospace2013),// pp. 1-12, Big Sky, USA, March 2 - March 9, 2013. \\ {{:conference:nwang_aerospace2013_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jzhu_sose2013_scaling'></a></html> "Scaling Service-Oriented Applications into Geo-Distributed Clouds," Jieming Zhu, Zibin Zheng, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 7th IEEE International Symposium on Service-Oriented System Engineering (SOSE2013),// pp. 335-340, San Francisco, USA, March 25 - March 28, 2013. \\ {{:conference:jzhu_sose2013_scaling.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2012'></a></html>----**2012**----
 +  - <html><a name='nwang_bibe2012_exploration'></a></html> "Exploration of Instantaneous Amplitude and Frequency Features for Epileptic Seizure Prediction," Ning Wang, **Michael R. Lyu**, //in Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering (BIBE2012),// pp. 292-297, Larnaca, Cyprus, November 11 - November 13, 2012. \\ {{:conference:nwang_bibe2012_exploration.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='yzhou_fse2012_t-morph'></a></html> "T-Morph: revealing buggy behaviors of TinyOS applications via rule mining and visualization," Yangfan Zhou, Xinyu Chen, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the ACM SIGSOFT 20th International Symposium on the Foundations of Software Engineering (FSE2012),// pp. 1-11, Cary, USA, November 11 - November 16, 2012. \\ {{:conference:yzhou_fse2012_t-morph.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='pgarg_iconip2012_are'></a></html> "Are You a Social Conformer?," Priyanka Garg, Irwin King, **Michael R. Lyu**, //in Proceedings of the 19th International Conference on Neural Information Processing (ICONIP2012),// pp. 694-701, Doha, Qatar, November 12 - November 15, 2012. \\ {{:conference:pgarg_iconip2012_are.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='lchen_icsoc2012_wstrank'></a></html> "WSTRank: Ranking Tags to Facilitate Web Service Mining," Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, **Michael R. Lyu**, //in Proceedings of the 10th International Conference on Service-Oriented Computing (ICSOC2012),// pp. 574-581, Shanghai, China, November 12 - November 15, 2012. \\ {{:conference:lchen_icsoc2012_wstrank.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xxin_cikm2012_do'></a></html> "Do Ads Compete or Collaborate? Designing Click Models with Full Relationship Incorporated," Xin Xin, Irwin King, Ritesh Agrawal, **Michael R. Lyu**, Heyan Huang, //in Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM2012),// pp. 1839-1843, Maui, USA, October 29 - November 2, 2012. \\ {{:conference:xxin_cikm2012_do.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='pgarg_cikm2012_information'></a></html> "Information Propagation in Social Rating Networks," Priyanka Garg, Irwin King, **Michael R. Lyu**, //in Proceedings of the 21st ACM International Conference on Information and Knowledge Management (CIKM2012),// pp. 2279-2282, Maui, USA, October 29 - November 2, 2012. \\ {{:conference:pgarg_cikm2012_information.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='gling_uai2012_response'></a></html> "Response Aware Model-Based Collaborative Filtering," Guang Ling, Haiqin Yang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence (UAI2012),// pp. 501-510, Catalina Island, USA, August 14 - August 18, 2012. \\ {{:conference:gling_uai2012_response.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='yzhou_wasa2012_online'></a></html> "Online Protocol Verification in Wireless Sensor Networks via Non-Intrusive Behavior Profiling," Yangfan Zhou, Xinyu Chen, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 7th International Conference on Wireless Algorithms, Systems, and Applications (WASA2012),// pp. 100-111, Yellow Mountains, China, August 8 - August 10, 2012. \\ {{:conference:yzhou_wasa2012_online.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='tzhou_aaai2012_a'></a></html> "A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering," Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King, **Michael R. Lyu**, //in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI2012),// Toronto, Canada, July 22 - July 26, 2012. \\ {{:conference:tzhou_aaai2012_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ccheng_aaai2012_fused'></a></html> "Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks," Chen Cheng, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence (AAAI2012),// Toronto, Canada, July 22 - July 26, 2012. \\ {{:conference:ccheng_aaai2012_fused.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hmi_compsac2012_p-tracer'></a></html> "P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems," Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, **Michael R. Lyu**, Zhenbang Chen, //in Proceedings of the 36th Annual International Computer Software and Applications Conference (COMPSAC2012),// pp. 509-514, Izmir, Turkey, July 16 - July 20, 2012. \\ {{:conference:hmi_compsac2012_p-tracer.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ykang_cloud2012_a'></a></html> "A Latency-Aware Co-Deployment Mechanism for Cloud-Based Services," Yu Kang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 5th IEEE International Conference on Cloud Computing (CLOUD2012),// pp. 630-637, Honolulu, USA, June 24 - June 29, 2012. \\ {{:conference:ykang_cloud2012_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pfan_cloud2012_topology-aware'></a></html> "Topology-Aware Deployment of Scientific Applications in Cloud Computing," Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 5th IEEE International Conference on Cloud Computing (CLOUD2012),// pp. 319-326, Honolulu, USA, June 24 - June 29, 2012. \\ {{:conference:pfan_cloud2012_topology-aware.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jzhu_icws2012_wsp'></a></html> "WSP: A Network Coordinate Based Web Service Positioning Framework for Response Time Prediction," Jieming Zhu, Yu Kang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 19th IEEE International Conference on Web Services (ICWS2012),// pp. 90-97, Honolulu, USA, June 24 - June 29, 2012. \\ {{:conference:jzhu_icws2012_wsp.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='bli_ijcnn2012_communities'></a></html> "Communities of Yahoo! Answers and Baidu Zhidao: Complementing or Competing?," Baichuan Li, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2012 IEEE International Joint Conference on Neural Networks (IJCNN2012),// pp. 1-8, Brisbane, Australia, June 10 - June 15, 2012. \\ {{:conference:bli_ijcnn2012_communities.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='gling_ijcnn2012_online'></a></html> "Online Learning for Collaborative Filtering," Guang Ling, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2012 IEEE International Joint Conference on Neural Networks (IJCNN2012),// pp. 1-8, Brisbane, Australia, June 10 - June 15, 2012. \\ {{:conference:gling_ijcnn2012_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hdeng_jcdl2012_modeling'></a></html> "Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking," Hongbo Deng, Jiawei Han, **Michael R. Lyu**, Irwin King, //in Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2012),// pp. 71-80, Washington DC, USA, June 10 - June 14, 2012. \\ <color red>**JCDL 2012 Vannevar Bush Best Paper Award**</color> \\ {{:conference:hdeng_jcdl2012_modeling.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jzhu_isorcw2012_a'></a></html> "A Clustering-Based QoS Prediction Approach for Web Service Recommendation," Jieming Zhu, Yu Kang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW2012),// pp. 93-98, Shenzhen, China, 11-Apr-12. \\ {{:conference:jzhu_isorcw2012_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhang_isorcw2012_real-time'></a></html> "Real-Time Performance Prediction for Cloud Components," Yilei Zhang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops (ISORCW2012),// pp. 106-111, Shenzhen, China, 11-Apr-12. \\ {{:conference:yzhang_isorcw2012_real-time.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='tzhou_wwwc2012_a'></a></html> "A Classification-Based Approach to Question Routing in Community Question Answering," Tom Chao Zhou, **Michael R. Lyu**, Irwin King, //in Proceedings of the 21st International Conference on World Wide Web Companion (WWW:C2012),// pp. 783-790, Lyon, France, April 16 - April 20, 2012. \\ {{:conference:tzhou_wwwc2012_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='bli_wwwc2012_analyzing'></a></html> "Analyzing and Predicting Question Quality in Community Question Answering Services," Baichuan Li, Tan Jin, **Michael R. Lyu**, Irwin King, Barley Mak, //in Proceedings of the 21st International Conference on World Wide Web Companion (WWW:C2012),// pp. 775-782, Lyon, France, April 16 - April 20, 2012. \\ {{:conference:bli_wwwc2012_analyzing.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jxiong_aerospace2012_congestion'></a></html> "Congestion Performance Improvement in Wireless Sensor Networks," Junjie Xiong, **Michael R. Lyu**, Kam-Wing Ng, //in Proceedings of the 2012 IEEE Aerospace Conference (Aerospace2012),// pp. 1-9, Big Sky, USA, March 3 - March 10, 2012. \\ {{:conference:jxiong_aerospace2012_congestion.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2011'></a></html>----**2011**----
 +  - <html><a name='wzheng_ase2011_mining'></a></html> "Mining Test Oracles of Web Search Engines," Wujie Zheng, Hao Ma, **Michael R. Lyu**, Tao Xie, Irwin King, //in Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE2011),// pp. 408-411, Lawrence, USA, November 6 - November 10, 2011. \\ {{:conference:wzheng_ase2011_mining.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yzhang_issre2011_wspred'></a></html> "WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services," Yilei Zhang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 22nd IEEE International Symposium on Software Reliability Engineering (ISSRE2011),// pp. 210-219, Tokyo, Japan, November 29 - December 2, 2011. \\ {{:conference:yzhang_issre2011_wspred.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jxiong_trustcom2011_realproct'></a></html> "RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks," Junjie Xiong, Edith C. H. Ngai, Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the IEEE 10th International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom2011),// pp. 572-581, Changsha, China, November 16 - November 18, 2011. \\ {{:conference:jxiong_trustcom2011_realproct.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hyang_cikm2011_can'></a></html> "Can Irrelevant Data Help Semi-Supervised Learning, Why and How?," Haiqin Yang, Shenghuo Zhu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 937-946, Glasgow, The United Kingdom, October 24 - October 28, 2011. \\ {{:conference:hyang_cikm2011_can.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='bli_cikm2011_question_twitter'></a></html> "Question Identification on Twitter," Baichuan Li, Xiance Si, **Michael R. Lyu**, Irwin King, Edward Y. Chang, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 2477-2480, Glasgow, The United Kingdom, October 24 - October 28, 2011. \\ {{:conference:bli_cikm2011_question_twitter.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='bli_cikm2011_question_place'></a></html> "Question Routing in Community Question Answering: Putting Category in Its Place," Baichuan Li, Irwin King, **Michael R. Lyu**, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 2041-2044, Glasgow, The United Kingdom, October 24 - October 28, 2011. \\ {{:conference:bli_cikm2011_question_place.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xyu_cikm2011_towards'></a></html> "Towards a Top-Down and Bottom-Up Bidirectional Approach to Joint Information Extraction," Xiaofeng Yu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011),// pp. 847-856, Glasgow, United Kingdom, October 24 - October 28, 2011. \\ {{:conference:xyu_cikm2011_towards.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xzhang_cisp2011_accurate'></a></html> "Accurate Extraction of Human Faces and Their Components from Color Digital Images based on A Hierarchical Model," Xi-Wen Zhang, **Michael R. Lyu**, //in Proceedings of the 4th International Congress on Image and Signal Processing (CISP2011),// Shanghai, China, October 15 - October 17, 2011. \\ {{:conference:xzhang_cisp2011_accurate.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='yzhang_srds2011_exploring'></a></html> "Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing," Yilei Zhang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 30th Symposium on Reliable Distributed Systems (SRDS2011),// pp. 1-10, Madrid, Spain, October 4 - October 7, 2011. \\ {{:conference:yzhang_srds2011_exploring.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='wzheng_esecfse2011_cross-library'></a></html> "Cross-Library API Recommendation Using Web Search Engines," Wujie Zheng, Qirun Zhang, **Michael R. Lyu**, //in Proceedings of the 19th ACM SIGSOFT International Symposium on Foundations of Software Engineering and the 13th European Software Engineering Conference (ESEC/FSE2011),// pp. 480-483, Szeged, Hungary, September 5 - September 9, 2011. \\ {{:conference:wzheng_esecfse2011_cross-library.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hyang_mlbs2011_location-based'></a></html> "Location-Based Topic Evolution," Haiqin Yang, Shouyuan Chen, **Michael R. Lyu**, Irwin King, //in Proceedings of the 1st International Workshop on Mobile Location-Based Service (MLBS2011),// pp. 89-98, Beijing, China, 18-Sep-11. \\ {{:conference:hyang_mlbs2011_location-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='tzhou_aaai2011_learning'></a></html> "Learning to Suggest Questions in Online Forums," Tom Chao Zhou, Chin-Yew Lin, Irwin King, **Michael R. Lyu**, Young-In Song, Yunbo Cao, //in Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence (AAAI2011),// San Francisco, USA, August 7 - August 11, 2011. \\ {{:conference:tzhou_aaai2011_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ykang_cloud2011_a'></a></html> "A User Experience-Based Cloud Service Redeployment Mechanism," Yu Kang, Yangfan Zhou, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011),// pp. 227-234, Washington DC, USA, July 4 - July 9, 2011. \\ {{:conference:ykang_cloud2011_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhang_cloud2011_bftcloud'></a></html> "BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing," Yilei Zhang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011),// pp. 444-451, Washington DC, USA, July 4 - July 9, 2011. \\ {{:conference:yzhang_cloud2011_bftcloud.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pfan_cloud2011_toward'></a></html> "Toward Optimal Deployment of Communication-Intensive Cloud Applications," Pei Fan, Ji Wang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD2011),// pp. 460-467, Washington DC, USA, July 4 - July 9, 2011. \\ {{:conference:pfan_cloud2011_toward.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hsun_icws2011_nrcf'></a></html> "NRCF: A Novel Collaborative Filtering Method for Service Recommendation," Huifeng Sun, Zibin Zheng, Junliang Chen, **Michael R. Lyu**, //in Proceedings of the 9th IEEE International Conference on Web Services (ICWS2011),// pp. 702-703, Washington DC, USA, July 4 - July 9, 2011. \\ {{:conference:hsun_icws2011_nrcf.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hma_sigir2011_probabilistic'></a></html> "Probabilistic Factor Models for Web Site Recommendation," Hao Ma, Chao Liu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2011),// pp. 265-274, Beijing, China, July 25 - July 29, 2011. \\ {{:conference:hma_sigir2011_probabilistic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='qzhang_fase2011_flow-augmented'></a></html> "Flow-Augmented Call Graph: A New Foundation for Taming API Complexity," Qirun Zhang, Wujie Zheng, **Michael R. Lyu**, //in Proceedings of the 14th International Conference on Fundamental Approaches to Software Engineering (FASE2011),// pp. 386-400, Saarbrucken, Germany, March 26 - April 3, 2011. \\ {{:conference:qzhang_fase2011_flow-augmented.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='xxin_wsdm2011_cmap'></a></html> "CMAP: Effective Fusion of Quality and Relevance for Multi-Criteria Recommendation," Xin Xin, **Michael R. Lyu**, Irwin King, //in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM2011),// pp. 455-464, Hong Kong, China, February 9 - February 12, 2011. \\ {{:conference:xxin_wsdm2011_cmap.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hma_wsdm2011_recommender'></a></html> "Recommender Systems with Social Regularization," Hao Ma, Dengyong Zhou, Chao Liu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM2011),// pp. 287-296, Hong Kong, China, February 9 - February 12, 2011. \\ <color red>**WSDM 2022 Test of Time Award**</color> \\ {{:conference:hma_wsdm2011_recommender.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2010'></a></html>----**2010**----
 +  - <html><a name='jxiong_msn2010_mitigate'></a></html> "Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling," Junjie Xiong, **Michael R. Lyu**, Kam-Wing Ng, //in Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN2010),// pp. 53-60, Hangzhou, China, December 20 - December 22, 2010. \\ {{:conference:jxiong_msn2010_mitigate.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_issre2010_ftcloud'></a></html> "FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications," Zibin Zheng, Tom Chao Zhou, **Michael R. Lyu**, Irwin King, //in Proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010),// pp. 398-407, San Jose, USA, November 1 - November 4, 2010. \\ {{:conference:zzheng_issre2010_ftcloud.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hyang_cikm2010_online'></a></html> "Online Learning for Multi-Task Feature Selection," Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM2010),// pp. 1693-1696, Toronto, Canada, October 26 - October 30, 2010. \\ {{:conference:hyang_cikm2010_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_srds2010_cloudrank'></a></html> "CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing," Zibin Zheng, Yilei Zhang, **Michael R. Lyu**, //in Proceedings of the 29th Symposium on Reliable Distributed Systems (SRDS2010),// pp. 184-193, New Delhi, India, October 31 - November 3, 2010. \\ {{:conference:zzheng_srds2010_cloudrank.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='wzheng_ase2010_random'></a></html> "Random Unit-Test Generation with MUT-Aware Sequence Recommendation," Wujie Zheng, Qirun Zhang, **Michael R. Lyu**, Tao Xie, //in Proceedings of the 25th IEEE/ACM International Conference on Automated Software Engineering (ASE2010),// pp. 293-296, Antwerp, Belgium, September 20 - September 24, 2010. \\ {{:conference:wzheng_ase2010_random.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hma_aaai2010_diversifying'></a></html> "Diversifying Query Suggestion Results," Hao Ma, **Michael R. Lyu**, Irwin King, //in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010),// Atlanta, USA, July 11 - July 15, 2010. \\ {{:conference:hma_aaai2010_diversifying.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_aaai2010_smooth'></a></html> "Smooth Optimization for Effective Multiple Kernel Learning," Zenglin Xu, Rong Jin, Shenghuo Zhu, **Michael R. Lyu**, Irwin King, //in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010),// Atlanta, USA, July 11 - July 15, 2010. \\ {{:conference:zxu_aaai2010_smooth.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='tzhou_aaai2010_userrec'></a></html> "UserRec: A User Recommendation Framework in Social Tagging Systems," Tom Chao Zhou, Hao Ma, **Michael R. Lyu**, Irwin King, //in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI2010),// Atlanta, USA, July 11 - July 15, 2010. \\ {{:conference:tzhou_aaai2010_userrec.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_icws2010_distributed'></a></html> "Distributed QoS Evaluation for Real-World Web Services," Zibin Zheng, Yilei Zhang, **Michael R. Lyu**, //in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010),// pp. 83-90, Miami, USA, July 5 - July 10, 2010. \\ <color red>**ICWS 2010 Best Student Paper Award**</color> \\ {{:conference:zzheng_icws2010_distributed.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhang_icws2010_wsexpress'></a></html> "WSExpress: A QoS-Aware Search Engine for Web Services," Yilei Zhang, Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010),// pp. 91-98, Miami, USA, July 5 - July 10, 2010. \\ <color red>**ICWS 2010 Best Paper Award Nomination**</color> \\ {{:conference:yzhang_icws2010_wsexpress.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hyang_ijcnn2010_multi-task'></a></html> "Multi-Task Learning for One-Class Classification," Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2010 IEEE International Joint Conference on Neural Networks (IJCNN2010),// pp. 1-8, Barcelona, Spain, July 18 - July 23, 2010. \\ {{:conference:hyang_ijcnn2010_multi-task.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_dsn2010_a'></a></html> "A Collaborative Quality Ranking Framework for Cloud Components," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 40th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2010),// Illinois, USA, June 28 - July 1, 2010. \\ {{:conference:zzheng_dsn2010_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yzhou_icdcs2010_sentomist'></a></html> "Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining," Yangfan Zhou, Xinyu Chen, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 30th International Conference on Distributed Computing Systems Workshops (ICDCS2010),// pp. 784-794, Genova, Italy, June 21 - June 25, 2010. \\ {{:conference:yzhou_icdcs2010_sentomist.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hyang_icml2010_online'></a></html> "Online Learning for Group Lasso," Haiqin Yang, Zenglin Xu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 27th International Conference on Machine Learning (ICML2010),// pp. 1191-1198, Haifa, Israel, June 21 - June 24, 2010. \\ {{:conference:hyang_icml2010_online.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_icml2010_simple'></a></html> "Simple and Efficient Multiple Kernel Learning by Group Lasso," Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 27th International Conference on Machine Learning (ICML2010),// pp. 1175-1182, Haifa, Israel, June 21 - June 24, 2010. \\ {{:conference:zxu_icml2010_simple.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_icse2010_collaborative'></a></html> "Collaborative Reliability Prediction of Service-Oriented Systems," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering (ICSE2010),// pp. 35-44, Cape Town, South Africa, May 1 - May 8, 2010. \\ <color red>**ACM SIGSOFT Distinguished Paper Award**</color> \\ {{:conference:zzheng_icse2010_collaborative.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zzheng_icsersse2010_component'></a></html> "Component Recommendation for Cloud Applications," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering: The 2nd International Workshop on Recommendation Systems for Software Engineering (ICSE:RSSE2010),// pp. 48-49, Cape Town, South Africa, 4-May-10. \\ {{:conference:zzheng_icsersse2010_component.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year2009'></a></html>----**2009**----
 +  - <html><a name='zxu_nips2009_adaptive'></a></html> "Adaptive Regularization for Transductive Support Vector Machine," Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, **Michael R. Lyu**, Zhirong Yang, //in Proceedings of the 23rd Conference on Neural Information Processing Systems (NIPS2009),// pp. 2125-2133, Vancouver, Canada, December 7 - December 10, 2009. \\ {{:conference:zxu_nips2009_adaptive.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xxin_cikm2009_a'></a></html> "A Social Recommendation Framework Based on Multi-Scale Continuous Conditional Random Fields," Xin Xin, Irwin King, Hongbo Deng, **Michael R. Lyu**, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 1247-1256, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:xxin_cikm2009_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hdeng_cikm2009_enhancing'></a></html> "Enhancing Expertise Retrieval Using Community-Aware Strategies," Hongbo Deng, Irwin King, **Michael R. Lyu**, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 1733-1736, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:hdeng_cikm2009_enhancing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zlin_cikm2009_matchsim'></a></html> "MatchSim: A Novel Neighbor-Based Similarity Measure with Maximum Neighborhood Matching," Zhenjiang Lin, **Michael R. Lyu**, Irwin King, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 1613-1616, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:zlin_cikm2009_matchsim.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hma_cikm2009_semi-nonnegative'></a></html> "Semi-Nonnegative Matrix Factorization with Global Statistical Consistency for Collaborative Filtering," Hao Ma, Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM2009),// pp. 767-776, Hong Kong, China, November 2 - November 6, 2009. \\ {{:conference:hma_cikm2009_semi-nonnegative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='yzhou_mass2009_energy-efficient'></a></html> "Energy-Efficient On-Demand Active Contour Service for Sensor Networks," Yangfan Zhou, Junjie Xiong, **Michael R. Lyu**, Jiangchuan Liu, Kam-Wing Ng, //in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009),// pp. 383-392, Macao, China, October 12 - October 15, 2009. \\ {{:conference:yzhou_mass2009_energy-efficient.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhou_mass2009_surviving'></a></html> "Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks," Yangfan Zhou, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009),// pp. 50-59, Macao, China, October 12 - October 15, 2009. \\ {{:conference:yzhou_mass2009_surviving.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hma_recsys2009_learning'></a></html> "Learning to Recommend with Trust and Distrust Relationships," Hao Ma, **Michael R. Lyu**, Irwin King, //in Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys2009),// pp. 189-196, New York, USA, October 23 - October 25, 2009. \\ {{:conference:hma_recsys2009_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='tzhou_cse2009_tagrec'></a></html> "TagRec: Leveraging Tagging Wisdom for Recommendation," Tom Chao Zhou, Hao Ma, Irwin King, **Michael R. Lyu**, //in Proceedings of the 12th IEEE International Conference on Computational Science and Engineering (CSE2009),// pp. 194-199, Vancouver, Canada, August 29 - August 31, 2009. \\ {{:conference:tzhou_cse2009_tagrec.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_icws2009_wsrec'></a></html> "WSRec: A Collaborative Filtering Based Web Service Recommender System," Zibin Zheng, Hao Ma, **Michael R. Lyu**, Irwin King, //in Proceedings of the 7th IEEE International Conference on Web Services (ICWS2009),// pp. 437-444, Los Angeles, USA, July 6 - July 10, 2009. \\ <color red>**Best Paper Award Nomination, Invited for Journal Publication**</color> \\ {{:conference:zzheng_icws2009_wsrec.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zxu_ijcai2009_discriminative'></a></html> "Discriminative Semi-Supervised Feature Selection via Manifold Regularization," Zenglin Xu, Rong Jin, **Michael R. Lyu**, Irwin King, //in Proceedings of the 21st International Joint Conference on Artificial Intelligence (IJCAI2009),// pp. 1303-1308, Pasadena, USA, July 11 - July 17, 2009. \\ {{:conference:zxu_ijcai2009_discriminative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hdeng_sigir2009_entropy-biased'></a></html> "Entropy-Biased Models for Query Representation on the Click Graph," Hongbo Deng, Irwin King, **Michael R. Lyu**, //in Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009),// pp. 339-346, Boston, USA, July 19 - July 23, 2009. \\ {{:conference:hdeng_sigir2009_entropy-biased.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hma_sigir2009_learning'></a></html> "Learning to Recommend with Social Trust Ensemble," Hao Ma, Irwin King, **Michael R. Lyu**, //in Proceedings of the 32nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2009),// pp. 203-210, Boston, USA, July 19 - July 23, 2009. \\ <color red>**SIGIR 2020 Test of Time Award**</color> \\ {{:conference:hma_sigir2009_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhu_cvpr2009_nonrigid'></a></html> "Nonrigid Shape Recovery by Gaussian Process Regression," Jianke Zhu, Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2009),// pp. 1319-1326, Miami, USA, June 20 - June 25, 2009. \\ {{:conference:jzhu_cvpr2009_nonrigid.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='zzheng_dsn2009_a'></a></html> "A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2009),// pp. 239-248, Lisbon, Portugal, June 29 - July 2, 2009. \\ {{:conference:zzheng_dsn2009_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zzheng_dsnwpfarm2009_a'></a></html> "A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems & Networks: the 1st Workshop on Proactive Failure Avoidance, Recovery and Maintenance (DSNW:PFARM2009),// pp. 9-14, Lisbon, Portugal, June 29 - July 2, 2009. \\ {{:conference:zzheng_dsnwpfarm2009_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zxu_icml2009_non-monotonic'></a></html> "Non-Monotonic Feature Selection," Zenglin Xu, Rong Jin, Jieping Ye, **Michael R. Lyu**, Irwin King, //in Proceedings of the 26th International Conference on Machine Learning (ICML2009),// pp. 1145-1152, Montreal, Canada, June 14 - June 18, 2009. \\ {{:conference:zxu_icml2009_non-monotonic.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='khuang_ijcnn2009_supervised'></a></html> "Supervised Self-Taught Learning: Actively Transferring Knowledge from Unlabeled Data," Kaizhu Huang, Zenglin Xu, Irwin King, **Michael R. Lyu**, Colin Campbell, //in Proceedings of the 2009 IEEE International Joint Conference on Neural Networks (IJCNN2009),// pp. 1272-1277, Atlanta, USA, June 14 - June 19, 2009. \\ {{:conference:khuang_ijcnn2009_supervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hdeng_kdd2009_a'></a></html> "A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs," Hongbo Deng, **Michael R. Lyu**, Irwin King, //in Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2009),// pp. 239-248, Paris, France, June 28 - July 1, 2009. \\ {{:conference:hdeng_kdd2009_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wzheng_icsec2009_test'></a></html> "Test Selection for Result Inspection via Mining Predicate Rules," Wujie Zheng, **Michael R. Lyu**, Tao Xie, //in Proceedings of the 31st International Conference on Software Engineering Companion Volume (ICSE:C2009),// pp. 219-222, Vancouver, Canada, May 16 - May 24, 2009. \\ {{:conference:wzheng_icsec2009_test.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='xli_networking2009_a'></a></html> "A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme," Xiaoqi Li, Wujie Zheng, **Michael R. Lyu**, //in Proceedings of the 8th International IFIP-TC 6 Networking Conference (NETWORKING2009),// pp. 664-675, Aachen, Germany, May 11 - May 15, 2009. \\ {{:conference:xli_networking2009_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hdeng_wsdm2009_effective'></a></html> "Effective Latent Space Graph-Based Re-Ranking Model with Global Consistency," Hongbo Deng, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2nd ACM International Conference on Web Search and Data Mining (WSDM2009),// pp. 212-221, Barcelona, Spain, February 9 - February 11, 2009. \\ {{:conference:hdeng_wsdm2009_effective.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2008'></a></html>----**2008**----
 +  - <html><a name='khuang_icdm2008_direct'></a></html> "Direct Zero-Norm Optimization for Feature Selection," Kaizhu Huang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008),// pp. 845-850, Pisa, Italy, December 15 - December 19, 2008. \\ {{:conference:khuang_icdm2008_direct.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hdeng_icdm2008_formal'></a></html> "Formal Models for Expert Finding on DBLP Bibliography Data," Hongbo Deng, Irwin King, **Michael R. Lyu**, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008),// pp. 163-172, Pisa, Italy, December 15 - December 19, 2008. \\ {{:conference:hdeng_icdm2008_formal.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='khuang_icdm2008_semi-supervised'></a></html> "Semi-Supervised Learning from General Unlabeled Data," Kaizhu Huang, Zenglin Xu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM2008),// pp. 273-282, Pisa, Italy, December 15 - December 19, 2008. \\ {{:conference:khuang_icdm2008_semi-supervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_nips2008_an'></a></html> "An Extended Level Method for Efficient Multiple Kernel Learning," Zenglin Xu, Rong Jin, Irwin King, **Michael R. Lyu**, //in Proceedings of the 22nd Conference on Neural Information Processing Systems (NIPS2008),// pp. 1825-1832, Vancouver, Canada, December 8 - December 11, 2008. \\ {{:conference:zxu_nips2008_an.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_nips2008_learning'></a></html> "Learning with Consistency between Inductive Functions and Kernels," Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 22nd Conference on Neural Information Processing Systems (NIPS2008),// pp. 1849-1856, Vancouver, Canada, December 8 - December 11, 2008. \\ {{:conference:hyang_nips2008_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xli_globecom2008_a'></a></html> "A Novel Coalitional Game Model for Security Issues in Wireless Networks," Xiaoqi Li, **Michael R. Lyu**, //in Proceedings of the 2008 Global Communications Conference (GLOBECOM2008),// pp. 1962-1967, New Orleans, USA, November 20 - December 4, 2008. \\ {{:conference:xli_globecom2008_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zzheng_issre2008_a'></a></html> "A QoS-Aware Middleware for Fault Tolerant Web Services," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 19th IEEE International Symposium on Software Reliability Engineering (ISSRE2008),// pp. 97-106, Seattle, USA, November 11 - November 14, 2008. \\ <color red>**Best Papers for Journal Publication**</color> \\ {{:conference:zzheng_issre2008_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhu_acmmm2008_near-duplicate'></a></html> "Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching," Jianke Zhu, Steven C. H. Hoi, **Michael R. Lyu**, Shuicheng Yan, //in Proceedings of the 16th International Conference on Multimedia (ACMMM2008),// pp. 41-50, Vancouver, Canada, October 26 - October 31, 2008. \\ {{:conference:jzhu_acmmm2008_near-duplicate.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='hma_cikm2008_learning'></a></html> "Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion," Hao Ma, Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 709-718, Napa Valley, USA, October 26 - October 30, 2008. \\ {{:conference:hma_cikm2008_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hma_cikm2008_mining'></a></html> "Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection," Hao Ma, Haixuan Yang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 233-242, Napa Valley, USA, October 26 - October 30, 2008. \\ {{:conference:hma_cikm2008_mining.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zxu_cikm2008_semi-supervised'></a></html> "Semi-Supervised Text Categorization by Active Search," Zenglin Xu, Rong Jin, Kaizhu Huang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 1517-1518, Napa Valley, USA, October 26 - October 30, 2008. \\ {{:conference:zxu_cikm2008_semi-supervised.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hma_cikm2008_sorec'></a></html> "SoRec: Social Recommendation Using Probabilistic Matrix Factorization," Hao Ma, Haixuan Yang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM2008),// pp. 931-940, Napa Valley, USA, October 26 - October 30, 2008. \\ <color red>**CIKM 2019 Test of Time Award**</color> \\ {{:conference:hma_cikm2008_sorec.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhu_eccv2008_an'></a></html> "An Effective Approach to 3D Deformable Surface Tracking," Jianke Zhu, Steven C. H. Hoi, Zenglin Xu, **Michael R. Lyu**, //in Proceedings of the 10th European Conference on Computer Vision (ECCV2008),// pp. 766-779, Marseille, France, October 12 - October 18, 2008. \\ {{:conference:jzhu_eccv2008_an.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='mshi_icic2008_maximal-robustness-minimal-fragility'></a></html> "Maximal-Robustness-Minimal-Fragility Controller: A Compromise between Robustness and Fragility of Biochemical Networks," Ming-Guang Shi, **Michael R. Lyu**, Tat-Ming Lok, //in Proceedings of the 4th International Conference on Intelligent Computing (ICIC2008),// pp. 1012-1021, Shangai, China, September 15 - September 18, 2008. \\ {{:conference:mshi_icic2008_maximal-robustness-minimal-fragility.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zzheng_icws2008_a'></a></html> "A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 6th IEEE International Conference on Web Services (ICWS2008),// pp. 145-152, Beijing, China, September 23 - September 26, 2008. \\ <color red>**Best Paper Award Nomination, Invited for Journal Publication**</color> \\ {{:conference:zzheng_icws2008_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhou_qshine2008_on'></a></html> "On Sensor Network Reconfiguration for Downtime-Free System Migrations," Yangfan Zhou, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE2008),// Hong Kong, China, July 28 - July 31, 2008. \\ {{:conference:yzhou_qshine2008_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='shoi_cvpr2008_semi-supervised'></a></html> "Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval," Steven C. H. Hoi, Rong Jin, Jianke Zhu, **Michael R. Lyu**, //in Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2008),// Anchorage, USA, June 24 - June 26, 2008. \\ {{:conference:shoi_cvpr2008_semi-supervised.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='zzheng_dsn2008_ws-dream'></a></html> "WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services," Zibin Zheng, **Michael R. Lyu**, //in Proceedings of the 38th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2008),// pp. 392-397, Anchorage, USA, June 24 - June 27, 2008. \\ {{:conference:zzheng_dsn2008_ws-dream.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hyang_ijcnn2008_efficient'></a></html> "Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel," Haiqin Yang, Kaizhu Huang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN2008),// pp. 4014-4019, Hong Kong, China, June 1 - June 6, 2008. \\ {{:conference:hyang_ijcnn2008_efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='yzhou_icc2008_an'></a></html> "An Index-Based Sensor-Grouping Mechanism for Efficient Field-Coverage Wireless Sensor Networks," Yangfan Zhou, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 2008 IEEE International Conference on Communications (ICC2008),// pp. 2409-2415, Beijing, China, May 19 - May 23, 2008. \\ {{:conference:yzhou_icc2008_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xchen_icnsc2008_voronoi-based'></a></html> "Voronoi-Based Sleeping Configuration in Wireless Sensor Networks with Location Error," Xinyu Chen, **Michael R. Lyu**, Ping Guo, //in Proceedings of the IEEE International Conference on Networking, Sensing and Control (ICNSC2008),// pp. 1459-1464, Hainan, China, April 6 - April 8, 2008. \\ {{:conference:xchen_icnsc2008_voronoi-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_aerospace2008_developing'></a></html> "Developing Aerospace Applications with a Reliable Web Services Paradigm," Pat P. W. Chan, **Michael R. Lyu**, //in Proceedings of the 2008 IEEE Aerospace Conference (Aerospace2008),// pp. 1-13, Big Sky, USA, March 1 - March 8, 2008. \\ {{:conference:pchan_aerospace2008_developing.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_aina2008_dynamic'></a></html> "Dynamic Web Service Composition: A New Approach in Building Reliable Web Service," Pat P. W. Chan, **Michael R. Lyu**, //in Proceedings of the 22nd International Conference on Advanced Information Networking and Applications (AINA2008),// pp. 20-25, Ginowan, Japan, March 25 - March 28, 2008. \\ {{:conference:pchan_aina2008_dynamic.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2007'></a></html>----**2007**----
 +  - <html><a name='zxu_nips2007_efficient'></a></html> "Efficient Convex Relaxation for Transductive Support Vector Machine," Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 21st Conference on Neural Information Processing Systems (NIPS2007),// pp. 1641-1648, Vancouver, Canada, December 3 - December 6, 2007. \\ {{:conference:zxu_nips2007_efficient.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='engai_globecom2007_loft'></a></html> "LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks," Edith C. H. Ngai, Yangfan Zhou, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 2007 Global Communications Conference (GLOBECOM2007),// pp. 1318-1323, Washington DC, USA, November 26 - November 30, 2007. \\ {{:conference:engai_globecom2007_loft.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zxu_iconip2007_kernel'></a></html> "Kernel Maximum a Posteriori Classification with Error Bound Analysis," Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 14th International Conference on Neural Information Processing (ICONIP2007),// pp. 841-850, Kitakyushu, Japan, November 13 - November 16, 2007. \\ {{:conference:zxu_iconip2007_kernel.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xcai_issre2007_software'></a></html> "Software Reliability Modeling with Test Coverage: Experimentation and Measurement with a Fault-Tolerant Software Project," Xia Cai, **Michael R. Lyu**, //in Proceedings of the 18th IEEE International Symposium on Software Reliability Engineering (ISSRE2007),// pp. 17-26, Trollhattan, Sweden, November 5 - November 9, 2007. \\ {{:conference:xcai_issre2007_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mfahad_otm2007_a'></a></html> "A Survey of Fault Tolerant CORBA Systems," Muhammad Fahad, Aamer Nadeem, **Michael R. Lyu**, //in Proceedings of the 2007 Conference on the Move to Meaningful Internet Systems: CoopIS, DOA, ODBASE, GADA, and IS (OTM2007),// pp. 505-521, Vilamoura, Portugal, November 25 - November 30, 2007. \\ {{:conference:mfahad_otm2007_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zlin_wi2007_extending'></a></html> "Extending Link-Based Algorithms for Similar Web Pages with Neighborhood Structure," Zhenjiang Lin, **Michael R. Lyu**, Irwin King, //in Proceedings of the 6th IEEE / WIC / ACM International Conference on Web Intelligence (WI2007),// pp. 263-266, Silicon Valley, USA, November 2 - November 5, 2007. \\ {{:conference:zlin_wi2007_extending.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_mass2007_an'></a></html> "An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," Edith C. H. Ngai, Jiangchuan Liu, **Michael R. Lyu**, //in Proceedings of the IEEE 4th International Conference on Mobile Adhoc and Sensor Systems (MASS2007),// pp. 1-9, Pisa, Italy, October 8 - October 11, 2007. \\ {{:conference:engai_mass2007_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zxu_ijcnn2007_maximum'></a></html> "Maximum Margin Based Semi-Supervised Spectral Kernel Learning," Zenglin Xu, Jianke Zhu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks (IJCNN2007),// pp. 418-423, Orlando, USA, August 12 - August 17, 2007. \\ {{:conference:zxu_ijcnn2007_maximum.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hdeng_ijcnn2007_two-stage'></a></html> "Two-Stage Multi-Class AdaBoost for Facial Expression Recognition," Hongbo Deng, Jianke Zhu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2007 IEEE International Joint Conference on Neural Networks (IJCNN2007),// pp. 3005-3010, Orlando, USA, August 12 - August 17, 2007. \\ {{:conference:hdeng_ijcnn2007_two-stage.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='wwong_icme2007_an'></a></html> "An Empirical Study on Large-Scale Content-Based Image Retrieval," Wyman Y. M. Wong, Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 2007 IEEE International Conference on Multimedia and Expo (ICME2007),// pp. 2206-2209, Beijing, China, July 2 - July 5, 2007. \\ {{:conference:wwong_icme2007_an.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='pchan_icws2007_reliable'></a></html> "Reliable Web Services: Methodology, Experiment and Modeling," Pat P. W. Chan, **Michael R. Lyu**, Miroslaw Malek, //in Proceedings of the 5th IEEE International Conference on Web Services (ICWS2007),// pp. 679-686, Salt Lake City, USA, July 9 - July 13, 2007. \\ {{:conference:pchan_icws2007_reliable.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='hyang_sigir2007_diffusionrank'></a></html> "DiffusionRank: A Possible Penicillin for Web Spamming," Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 30th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2007),// pp. 431-438, Amsterdam, The Netherlands, July 23 - July 27, 2007. \\ {{:conference:hyang_sigir2007_diffusionrank.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hma_sigir2007_effective'></a></html> "Effective Missing Data Prediction for Collaborative Filtering," Hao Ma, Irwin King, **Michael R. Lyu**, //in Proceedings of the 30th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2007),// pp. 39-46, Amsterdam, The Netherlands, July 23 - July 27, 2007. \\ {{:conference:hma_sigir2007_effective.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jzhu_cvpr2007_a'></a></html> "A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling," Jianke Zhu, Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2007),// Minneapolis, USA, June 18 - June 23, 2007. \\ {{:conference:jzhu_cvpr2007_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzhu_cvpr2007_progressive'></a></html> "Progressive Finite Newton Approach to Real-time Nonrigid Surface Detection," Jianke Zhu, **Michael R. Lyu**, //in Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2007),// Minneapolis, USA, June 18 - June 23, 2007. \\ {{:conference:jzhu_cvpr2007_progressive.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='shoi_icml2007_learning'></a></html> "Learning Nonparametric Kernel Matrices from Pairwise Constraints," Steven C. H. Hoi, Rong Jin, **Michael R. Lyu**, //in Proceedings of the 24th International Conference on Machine Learning (ICML2007),// pp. 361-368, Corvalis, USA, June 20 - June 24, 2007. \\ {{:conference:shoi_icml2007_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='mlyu_icsefose2007_software'></a></html> "Software Reliability Engineering: A Roadmap," **Michael R. Lyu**, //in Proceedings of the 29th ACM/IEEE International Conference on Software Engineering: Workshop on the Future of Software Engineering (ICSE:FOSE2007),// pp. 153-170, Minneapolis, USA, May 23 - May 25, 2007. \\ {{:conference:mlyu_icsefose2007_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zxu_www2007_web'></a></html> "Web Page Classification with Heterogeneous Data Fusion," Zenglin Xu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 16th International Conference on World Wide Web (WWW2007),// pp. 1171-1172, Banff, Canada, May 8 - May 12, 2007. \\ {{:conference:zxu_www2007_web.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='shoi_icassp2007_a'></a></html> "A Multimodal and Multilevel Ranking Framework for Content-Based Video Retrieval," Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 2007 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2007),// pp. 1225-1228, Honolulu, USA, April 15 - April 20, 2007. \\ {{:conference:shoi_icassp2007_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='yzhou_aerospace2007_an'></a></html> "An Energy-Efficient Mechanism for Self-Monitoring Sensor Web," Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 2007 IEEE Aerospace Conference (Aerospace2007),// pp. 1-8, Big Sky, USA, March 3 - March 10, 2007. \\ {{:conference:yzhou_aerospace2007_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_wcnc2007_delay-minimized'></a></html> "Delay-Minimized Route Design for Wireless Sensor-Actuator Networks," Edith C. H. Ngai, Jiangchuan Liu, **Michael R. Lyu**, //in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007),// pp. 3675-3680, Hong Kong, China, March 11 - March 15, 2007. \\ {{:conference:engai_wcnc2007_delay-minimized.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='yzhou_wcnc2007_power-speed'></a></html> "POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks," Yangfan Zhou, Edith C. H. Ngai, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007),// pp. 3736-3740, Hong Kong, China, March 11 - March 15, 2007. \\ {{:conference:yzhou_wcnc2007_power-speed.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2006'></a></html>----**2006**----
 +  - <html><a name='anadeem_inmic2006_an'></a></html> "An Automated Approach to Inheritance and Polymorphic Testing using a VDM++ Specification," Aamer Nadeem, Zafar I. Malik, **Michael R. Lyu**, //in Proceedings of the 2006 10th IEEE International Multitopic Conference (INMIC2006),// pp. 224-230, Islamabad, Pakistan, December 23 - December 24,  2006. \\ {{:conference:anadeem_inmic2006_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='anadeem_prdc2006_a'></a></html> "A Framework for Inheritance Testing from VDM++ Specifications," Aamer Nadeem, **Michael R. Lyu**, //in Proceedings of the 12th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2006),// pp. 81-88, Riverside, USA, December 18 - December 20, 2006. \\ {{:conference:anadeem_prdc2006_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='zlin_wi2006_pagesim'></a></html> "PageSim: A Novel Link-Based Similarity Measure for the World Wide Web," Zhenjiang Lin, Irwin King, **Michael R. Lyu**, //in Proceedings of the 5th IEEE / WIC / ACM International Conference on Web Intelligence (WI2006),// pp. 687-693, Hong Kong, China, December 18 - December 22, 2006. \\ {{:conference:zlin_wi2006_pagesim.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zhuang_iccias2006_classification'></a></html> "Classification Based on Gabor Filter Using RBPNN Classification," Zhi-kai Huang, De-Shuang Huang, **Michael R. Lyu**, Tat-ming Lok, //in Proceedings of the 2006 International Conference on Computational Intelligence and Security (ICCIAS2006),// pp. 759-762, Guangzhou, China, November 3 - November 6, 2006. \\ {{:conference:zhuang_iccias2006_classification.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='engai_mass2006_reliable'></a></html> "Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks," Edith C. H. Ngai, Yangfan Zhou, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems (MASS2006),// pp. 101-108, Vancouver, Canada, October 9 - October 12, 2006. \\ {{:conference:engai_mass2006_reliable.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='gzhang_fskd2006_adaptive'></a></html> "Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering," Guo-Jun Zhang, Ji-Xiang Du, De-Shuang Huang, Tat-Ming Lok, **Michael R. Lyu**, //in Proceedings of the 3rd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2006),// pp. 582-585, Xi'an, China, September 24 - September 28, 2006. \\ {{:conference:gzhang_fskd2006_adaptive.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='sguo_icic2006_gene'></a></html> "Gene Selection Based on Mutual Information for the Classification of Multi-Class Cancer," Sheng-Bo Guo, **Michael R. Lyu**, Tat-Ming Lok, //in Proceedings of the 2nd International Conference on Intelligent Computing (ICIC2006),// pp. 454-463, Kunming, China, August 16 - August 19, 2006. \\ {{:conference:sguo_icic2006_gene.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='zquan_icpr2006_spectrum'></a></html> "Spectrum Analysis Based on Windows with Variable Widths for Online Signature Verification," Zhong-Hua Quan, De-Shuang Huang, Xiao-Lei Xia, **Michael R. Lyu**, Tat-Ming Lok, //in Proceedings of the 18th International Conference on Pattern Recognition (ICPR2006),// pp. 1122-1125, Hong Kong, China, August 20 - August 24, 2006. \\ {{:conference:zquan_icpr2006_spectrum.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='shoi_kdd2006_learning'></a></html> "Learning the Unified Kernel Machines for Classification," Steven C. H. Hoi, **Michael R. Lyu**, Edward Y. Chang, //in Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006),// pp. 187-196, Las Vegas, USA, August 24 - August 27, 2008. \\ {{:conference:shoi_kdd2006_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='slu_icme2006_constructing'></a></html> "Constructing Robust and Resilient Framework for Cooperative Video Streaming," Shi Lu, **Michael R. Lyu**, //in Proceedings of the 2006 IEEE International Conference on Multimedia and Expo (ICME2006),// pp. 917-920, Toronto, Canada, July 9 - July 12, 2006. \\ {{:conference:slu_icme2006_constructing.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='khuang_ijcnn2006_local'></a></html> "Local Support Vector Regression for Financial Time Series Prediction," Kaizhu Huang, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks (IJCNN2006),// pp. 1622-1627, Vancouver, Canada, July 16 - July 21, 2006. \\ {{:conference:khuang_ijcnn2006_local.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_ijcnn2006_predictive'></a></html> "Predictive Random Graph Ranking on the Web," Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2006 IEEE International Joint Conference on Neural Networks (IJCNN2006),// pp. 1825-1832, Vancouver, Canada, July 16 - July 21, 2006. \\ {{:conference:hyang_ijcnn2006_predictive.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='yzhou_iwcmc2006_a'></a></html> "A Point-Distribution Index and Its Application to Sensor-Grouping in Wireless Sensor Networks," Yangfan Zhou, Haixuan Yang, **Michael R. Lyu**, Edith C. H. Ngai, //in Proceedings of the 2nd International Conference on Wireless Communications and Mobile Computing (IWCMC2006),// pp. 1171-1176, Vancouver, Canada, July 3 - July 6, 2006. \\ {{:conference:yzhou_iwcmc2006_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='shoi_cvpr2006_learning'></a></html> "Learning Distance Metrics with Contextual Constraints for Image Retrieval," Steven C. H. Hoi, Wei Liu, **Michael R. Lyu**, Wei-Ying Ma, //in Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006),// pp. 2072-2078, New York, USA, June 17 - June 22, 2006. \\ {{:conference:shoi_cvpr2006_learning.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='engai_icc2006_on'></a></html> "On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks," Edith C. H. Ngai, Jiangchuan Liu, **Michael R. Lyu**, //in Proceedings of the 2006 IEEE International Conference on Communications (ICC2006),// pp. 3383-3389, Istanbul, Turkey, June 11 - June 15, 2006. \\ {{:conference:engai_icc2006_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='shoi_icml2006_batch'></a></html> "Batch Mode Active Learning and Its Application to Medical Image Classification," Steven C. H. Hoi, Rong Jin, Jianke Zhu, **Michael R. Lyu**, //in Proceedings of the 23rd International Conference on Machine Learning (ICML2006),// pp. 417-424, Pittsburgh, USA, June 25 - June 29, 2006. \\ {{:conference:shoi_icml2006_batch.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='engai_sutc2006_an'></a></html> "An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation," Edith C. H. Ngai, **Michael R. Lyu**, //in Proceedings of the 2006 IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC2006),// pp. 94-103, Taichung, Taiwan, June 5 - June 7, 2006. \\ {{:conference:engai_sutc2006_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='alam_vrcia2006_art'></a></html> "ART: Augmented Reality Table for Interactive Trading Card Game," Albert H. T. Lam, Kevin C. H. Chow, Edward H. H. Yau, **Michael R. Lyu**, //in Proceedings of the 6th ACM International Conference on Virtual Reality Continuum and its Applications (VRCIA2006),// pp. 357-360, Hong Kong, China, June 14 - June 17, 2006. \\ {{:conference:alam_vrcia2006_art.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jzhu_eccv2006_real-time'></a></html> "Real-Time Non-Rigid Shape Recovery Via Active Appearance Models for Augmented Reality," Jianke Zhu, Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 9th European Conference on Computer Vision (ECCV2006),// pp. 186-197, Graz, Austria, May 7 - May 13, 2006. \\ {{:conference:jzhu_eccv2006_real-time.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='pchan_isas2006_making'></a></html> "Making Services Fault Tolerant," Pat P. W. Chan, **Michael R. Lyu**, Miroslaw Malek, //in Proceedings of the 3rd International Service Availability Symposium (ISAS2006),// pp. 43-61, Helsinki, Finland, May 15 - May 16, 2006. \\ {{:conference:pchan_isas2006_making.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='fhan_isnn2006_a'></a></html> "A New Learning Algorithm for Function Approximation Incorporating A Priori Information into Extreme Learning Machine," Fei Han, Tat-Ming Lok, **Michael R. Lyu**, //in Proceedings of the 3rd International Symposium on Neural Networks (ISNN2006),// pp. 631-636, Chengdu, China, May 28 - June 1, 2006. \\ {{:conference:fhan_isnn2006_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='czheng_isnn2006_nonlinear'></a></html> "Nonlinear Blind Source Separation Using Hybrid Neural Networks," Chun-Hou Zheng, Zhi-Kai Huang, **Michael R. Lyu**, Tat-Ming Lok, //in Proceedings of the 3rd International Symposium on Neural Networks (ISNN2006),// pp. 1165-1170, Chengdu, China, May 28 - June 1, 2006. \\ {{:conference:czheng_isnn2006_nonlinear.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='shoi_www2006_large-scale'></a></html> "Large-Scale Text Categorization by Batch Mode Active Learning," Steven C. H. Hoi, Rong Jin, **Michael R. Lyu**, //in Proceedings of the 15th International Conference on World Wide Web (WWW2006),// pp. 633-642, Edinburgh, The United Kingdom, May 23 - May 26, 2006. \\ {{:conference:shoi_www2006_large-scale.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='zlin_www2006_pagesim'></a></html> "PageSim: A Novel Link-Based Measure of Web Page Similarity," Zhenjiang Lin, **Michael R. Lyu**, Irwin King, //in Proceedings of the 15th International Conference on World Wide Web (WWW2006),// pp. 1019-1020, Edinburgh, The United Kingdom, May 23 - May 26, 2006. \\ {{:conference:zlin_www2006_pagesim.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='qzhao_www2006_time-dependent'></a></html> "Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data," Qiankun Zhao, Steven C. H. Hoi, Tie-Yan Liu, Sourav S. Bhowmick, **Michael R. Lyu**, Wei-Ying Ma, //in Proceedings of the 15th International Conference on World Wide Web (WWW2006),// pp. 543-552, Edinburgh, The United Kingdom, May 23 - May 26, 2006. \\ {{:conference:qzhao_www2006_time-dependent.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_aerospace2006_a'></a></html> "A Real-Time Communication Framework for Wireless Sensor-Actuator Networks," Edith C. H. Ngai, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 2006 IEEE Aerospace Conference (Aerospace2006),// pp. 1-9, Big Sky, USA, March 4 - March 11, 2006. \\ {{:conference:engai_aerospace2006_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2005'></a></html>----**2005**----
 +  - <html><a name='fxing_issre2005_a'></a></html> "A Novel Method for Early Software Quality Prediction Based on Support Vector Machine," Fei Xing, Ping Guo, **Michael R. Lyu**, //in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005),// pp. 213-222, Chicago, USA, November 8 - November 11, 2005. \\ <color red>**ISSRE 2019 30-Year Most Influential Papers**</color> \\ {{:conference:fxing_issre2005_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='xcai_issre2005_an'></a></html> "An Experimental Evaluation on Reliability Features of N-Version Programming," Xia Cai, **Michael R. Lyu**, Mladen A. Vouk, //in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005),// pp. 161-170, Chicago, USA, November 8 - November 11, 2005. \\ {{:conference:xcai_issre2005_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='yzhou_issre2005_port'></a></html> "PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks," Yangfan Zhou, **Michael R. Lyu**, //in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005),// pp. 117-126, Chicago, USA, November 8 - November 11, 2005. \\ {{:conference:yzhou_issre2005_port.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mhu_jicc2005_comparative'></a></html> "Comparative Studies on the CT Image Reconstruction Based on the RBF Neural Networks," Ming Hu, Ping Guo, **Michael R. Lyu**, //in Proceedings of the 11th Joint International Computer Conference (JICC2005),// pp. 948-951, Chongqing, China, November 10 - November 12, 2005. \\ {{:conference:mhu_jicc2005_comparative.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='yzhou_mass2005_on'></a></html> "On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks," Yangfan Zhou, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems (MASS2005),// Washington DC, USA, November 7 - November 10, 2005. \\ {{:conference:yzhou_mass2005_on.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='khuang_iconip2005_improving'></a></html> "Improving Naive Bayesian Classifier by Discriminative Training," Kaizhu Huang, Zhangbing Zhou, Irwin King, **Michael R. Lyu**, //in Proceedings of the 12th International Conference on Neural Information Processing (ICONIP2005),// pp. 49-54, Taipei, Taiwan, October 30 - November 2, 2005. \\ {{:conference:khuang_iconip2005_improving.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='hyang_iconip2005_nhdc'></a></html> "NHDC and PHDC: Non-Propagating and Propagating Heat Diffusion Classifiers," Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 12th International Conference on Neural Information Processing (ICONIP2005),// pp. 394-399, Taipei, Taiwan, October 30 - November 2, 2005. \\ {{:conference:hyang_iconip2005_nhdc.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='fxing_nasac2005_comparison'></a></html> "Comparison of Methods of Controlling Two Types of Error Ratio Applied to Software Reliability Prediction," Fei Xing, Ping Guo, **Michael R. Lyu**, //in Proceedings of the 2005 National Software and Applications Conference (NASAC2005),// pp. 644-649, Nanjing, China, October 18 - October 20, 2005. \\ {{:conference:fxing_nasac2005_comparison.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jzhu_pg2005_automatic'></a></html> "Automatic 3D Face Modeling Using 2D Active Appearance Models," Jianke Zhu, Steven C. H. Hoi, Edward H. H. Yau, **Michael R. Lyu**, //in Proceedings of the 13th Pacific Conference on Computer Graphics and Applications (PG2005),// pp. 1-3, Macao, China, October 12 - October 14, 2005. \\ {{:conference:jzhu_pg2005_automatic.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='ytian_smc2005_comparative'></a></html> "Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification," Yanqin Tian, Ping Guo, **Michael R. Lyu**, //in Proceedings of the 2005 IEEE International Conference on Systems, Man and Cybernetics (SMC2005),// pp. 1275-1279, Waikoloa, USA, October 10 - October 12, 2005. \\ {{:conference:ytian_smc2005_comparative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='shoi_clef2005_cuhk'></a></html> "CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval," Steven C. H. Hoi, Jianke Zhu, **Michael R. Lyu**, //in Proceedings of the 6th Workshop of the Cross-Language Evalution Forum: Accessing Multilingual Information Repositories (CLEF2005),// pp. 602-611, Vienna, Austria, September 21 - September 23, 2005. \\ {{:conference:shoi_clef2005_cuhk.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='shoi_clefworkingnotes2005_cuhk'></a></html> "CUHK Experiments with ImageCLEF 2005," Steven C. H. Hoi, Jianke Zhu, **Michael R. Lyu**, //in Proceedings of the Working Notes for the 6th Workshop of the Cross-Language Evalution Forum Co-Located with the 9th European Conference on Digital Libraries (CLEF:Working Notes2005),// pp. 1-9, Vienna, Austria, September 21 - September 22, 2005. \\ {{:conference:shoi_clefworkingnotes2005_cuhk.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='echang_eitc2005_a'></a></html> "A Unified Learning Paradigm for Large-Scale Personalized Information Management," Edward Y. Chang, Steven C. H. Hoi, Xinjing Wang, Wei-Ying Ma, **Michael R. Lyu**, //in Proceedings of the 2005 Emerging Information Technology Conference (EITC2005),// pp. 1-4, Taipei, Taiwan, August 15 - August 15, 2005. \\ {{:conference:echang_eitc2005_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xhe_fskd2005_a'></a></html> "A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception," Xing-Jian He, Yue Zhang, Tat-Ming Lok, **Michael R. Lyu**, //in Proceedings of the 2nd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD2005),// pp. 727-730, Changsha, China, August 27 - August 29, 2005. \\ {{:conference:xhe_fskd2005_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xli_icic2005_improvements'></a></html> "Improvements to the Conventional Layer-by-Layer BP Algorithm," Xu-Qin Li, Fei Han, Tat-Ming Lok, **Michael R. Lyu**, Guang-Bin Huang, //in Proceedings of the 1st International Conference on Intelligent Computing (ICIC2005),// pp. 189-198, Hefei, China, August 23 - August 26, 2005. \\ {{:conference:xli_icic2005_improvements.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xxia_icic2005_methods'></a></html> "Methods of Decreasing the Number of Support Vectors via k-Mean Clustering," Xiao-Lei Xia, **Michael R. Lyu**, Tat-Ming Lok, Guang-Bin Huang, //in Proceedings of the 1st International Conference on Intelligent Computing (ICIC2005),// pp. 717-726, Hefei, China, August 23 - August 26, 2005. \\ {{:conference:xxia_icic2005_methods.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='jhan_ijcnn2005_a'></a></html> "A Novel Image Retrieval System Based on BP Neural Network," Jun-Hua Han, De-Shuang Huang, Tat-Ming Lok, **Michael R. Lyu**, //in Proceedings of the 2005 IEEE International Joint Conference on Neural Networks (IJCNN2005),// pp. 2561-2564, Montreal, Canada, July 31 - August 4, 2005. \\ {{:conference:jhan_ijcnn2005_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='shoi_cvpr2005_a'></a></html> "A Semi-Supervised Active Learning Framework for Image Retrieval," Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2005),// pp. 302-309, San Diego, USA, June 20 - June 26, 2005. \\ {{:conference:shoi_cvpr2005_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='pchan_icdat2005_digital'></a></html> "Digital Video Watermarking with a Genetic Algorithm," Pat P. W. Chan, **Michael R. Lyu**, //in Proceedings of the 2005 International Conference on Digital Archive Technologies (ICDAT2005),// pp. 139-153, Taipei, Taiwan, June 16 - June 17, 205. \\ {{:conference:pchan_icdat2005_digital.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xcai_icseamost2005_the'></a></html> "The Effect of Code Coverage on Fault Detection under Different Testing Profiles," Xia Cai, **Michael R. Lyu**, //in Proceedings of the 27th ACM/IEEE International Conference on Software Engineering: Workshop on Advances in Model-Based Software Testing (ICSE:A-MOST2005),// pp. 1-7, St. Louis, USA, May 15 - May 16, 2005. \\ {{:conference:xcai_icseamost2005_the.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='hyang_wwwsitp2005_predictive'></a></html> "Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure," Haixuan Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 14th International Conference on World Wide Web: Special Interest Tracks and Posters (WWW:SITP2005),// pp. 944-945, Chiba, Japan, May 10 - May 14, 2005. \\ {{:conference:hyang_wwwsitp2005_predictive.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='shoi_icdew2005_integrating'></a></html> "Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval," Steven C. H. Hoi, **Michael R. Lyu**, Rong Jin, //in Proceedings of the 21st International Conference on Data Engineering Workshops (ICDEW2005),// pp. 1-10, Tokyo, Japan, April 5 - April 8, 2005. \\ {{:conference:shoi_icdew2005_integrating.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='slu_aerospace2005_a'></a></html> "A Novel Video Summarization Framework for Document Preparation and Archival Applications," Shi Lu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2005 IEEE Aerospace Conference (Aerospace2005),// pp. 1-10, Big Sky, USA, March 5 - March 12, 2005. \\ {{:conference:slu_aerospace2005_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='mlyu_aerospace2005_arcade'></a></html> "ARCADE: Augmented Reality Computing Arena for Digital Entertainment," **Michael R. Lyu**, Irwin King, T.T. Wong, Edward H. H. Yau, Pat P. W. Chan, //in Proceedings of the 2005 IEEE Aerospace Conference (Aerospace2005),// pp. 1-9, Big Sky, USA, March 5 - March 12, 2005. \\ {{:conference:mlyu_aerospace2005_arcade.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='slu_mmm2005_semantic'></a></html> "Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns," Shi Lu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 11th International Conference on Multi Media Modeling (MMM2005),// pp. 60-67, Melbourne, Australia, January 12 - January 14, 2005. \\ {{:conference:slu_mmm2005_semantic.pdf|Paper}} [<color black/lime>MM</color>] \\ \\ \\ \\ <html><a name='year2004'></a></html>----**2004**----
 +  - <html><a name='hyang_iconip2004_outliers'></a></html> "Outliers Treatment in Support Vector Regression for Financial Time Series Prediction," Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, **Michael R. Lyu**, //in Proceedings of the 11th International Conference on Neural Information Processing (ICONIP2004),// pp. 1260-1265, Calcutta, India, November 22 - November 25, 2004. \\ {{:conference:hyang_iconip2004_outliers.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='xcai_issre2004_an'></a></html> "An Empirical Study on Reliability Modeling for Diverse Software Systems," Xia Cai, **Michael R. Lyu**, //in Proceedings of the 15th IEEE International Symposium on Software Reliability Engineering (ISSRE2004),// pp. 125-136, Saint-Malo, France, November 2 - November 5, 2004. \\ {{:conference:xcai_issre2004_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='shoi_acmmm2004_a'></a></html> "A Novel Log-Based Relevance Feedback Technique in Content-Based Image Retrieval," Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 12th ACM International Conference on Multimedia (ACMMM2004),// pp. 24-31, New York, USA, October 10 - October 16, 2004. \\ {{:conference:shoi_acmmm2004_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='wlai_gcc2004_integrating'></a></html> "Integrating Trust in Grid Computing Systems," Woodas W. K. Lai, Kam-Wing Ng, **Michael R. Lyu**, //in Proceedings of the 3rd International Conference on Grid and Cooperative Computing (GCC2004),// pp. 887-890, Wuhan, China, October 21 - October 24, 2004. \\ {{:conference:wlai_gcc2004_integrating.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='chuang_compsac2004_software'></a></html> "Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags," Chin-Yu Huang, Chu-Ti Lin, Sy-Yen Kuo, **Michael R. Lyu**, Chuan-Ching Sue, //in Proceedings of the 28th Annual International Computer Software and Applications Conference (COMPSAC2004),// pp. 186-191, Hong Kong, China, September 27 - September 30, 2004. \\ {{:conference:chuang_compsac2004_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='shoi_icpr2004_group-based'></a></html> "Group-Based Relevance Feedback with Support Vector Machine Ensembles," Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 17th International Conference on Pattern Recognition (ICPR2004),// pp. 874-877, Cambridge, The United Kingdom, August 23 - August 26, 2004. \\ {{:conference:shoi_icpr2004_group-based.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='khuang_icml2004_learning'></a></html> "Learning Large Margin Classifiers Locally and Globally," Kaizhu Huang, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 21st International Conference on Machine Learning (ICML2004),// Banff, Canada, July 4 - July 8, 2004. \\ {{:conference:khuang_icml2004_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='shoi_ijcnn2004_biased'></a></html> "Biased Support Vector Machine for Relevance Feedback in Image Retrieval," Steven C. H. Hoi, Chi-Hang Chan, Kaizhu Huang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2004 IEEE International Joint Conference on Neural Networks (IJCNN2004),// pp. 3189-3194, Budapest, Hungary, July 25 - July 29, 2004. \\ {{:conference:shoi_ijcnn2004_biased.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='khuang_cvpr2004_learning'></a></html> "Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine," Kaizhu Huang, Haiqin Yang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2004),// pp. 558-563, Washington DC, USA, June 27 - July 2, 2004. \\ {{:conference:khuang_cvpr2004_learning.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='shoi_icme2004_robust'></a></html> "Robust Face Recognition Using Minimax Probability Machine," Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME2004),// pp. 1175-1178, Taipei, Taiwan, June 27 - June 30, 2004. \\ {{:conference:shoi_icme2004_robust.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='slu_icme2004_video'></a></html> "Video Summarization by Video Structure Analysis and Graph Optimization," Shi Lu, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2004 IEEE International Conference on Multimedia and Expo (ICME2004),// pp. 1959-1962, Taipei, Taiwan, June 27 - June 30, 2004. \\ {{:conference:slu_icme2004_video.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='slu_iscas2004_video'></a></html> "Video Summarization by Spatial-Temporal Graph Optimization," Shi Lu, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2004 International Symposium on Circuits and Systems (ISCAS2004),// pp. 197-200, Vancouver, Canada, May 23 - May 26, 2004. \\ {{:conference:slu_iscas2004_video.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='yliu_wwwatpp2004_affinity'></a></html> "Affinity Rank: A New Scheme for Efficient Web Search," Yi Liu, Benyu Zhang, Zheng Chen, **Michael R. Lyu**, Wei-Ying Ma, //in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004),// pp. 338-339, New York, USA, May 17 - May 20, 2004. \\ {{:conference:yliu_wwwatpp2004_affinity.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pchan_wwwatpp2004_copyright'></a></html> "Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme," Pat P. W. Chan, **Michael R. Lyu**, Roland T. Chin, //in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004),// pp. 354-355, New York, USA, May 17 - May 20, 2004. \\ {{:conference:pchan_wwwatpp2004_copyright.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='ylu_wwwatpp2004_the'></a></html> "The Powerrank Web Link Analysis Algorithm," Yizhou Lu, Benyu Zhang, Wensi Xi, Zheng Chen, Yi Liu, **Michael R. Lyu**, Wei-Ying Ma, //in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004),// pp. 254-255, New York, USA, May 17 - May 20, 2004. \\ {{:conference:ylu_wwwatpp2004_the.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='shoi_wwwatpp2004_web'></a></html> "Web Image Learning for Searching Semantic Concepts in Image Databases," Steven C. H. Hoi, **Michael R. Lyu**, //in Proceedings of the 13th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2004),// pp. 406-407, New York, USA, May 17 - May 20, 2004. \\ {{:conference:shoi_wwwatpp2004_web.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xli_aerospace2004_a'></a></html> "A Trust Model Based Routing Protocol for Secure Ad Hoc Networks," Xiaoqi Li, **Michael R. Lyu**, Jiangchuan Liu, //in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004),// pp. 1286-1295, Big Sky, USA, March 6 - March 13, 2004. \\ {{:conference:xli_aerospace2004_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_aerospace2004_an'></a></html> "An Authentication Service Against Dishonest Users in Mobile Ad Hoc Networks," Edith C. H. Ngai, **Michael R. Lyu**, Roland T. Chin, //in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004),// pp. 1275-1285, Big Sky, USA, March 6 - March 13, 2004. \\ {{:conference:engai_aerospace2004_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xchen_aerospace2004_message'></a></html> "Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs," Xinyu Chen, **Michael R. Lyu**, //in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004),// pp. 1296-1304, Big Sky, USA, March 6 - March 13, 2004. \\ {{:conference:xchen_aerospace2004_message.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='engai_icdcsw2004_trust-'></a></html> "Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks," Edith C. H. Ngai, **Michael R. Lyu**, //in Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCSW2004),// pp. 582-587, Tokyo, Japan, March 23 - March 24, 2004. \\ {{:conference:engai_icdcsw2004_trust-.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xchen_prdc2004_expected-reliability'></a></html> "Expected-Reliability Analysis for Wireless CORBA with Imperfect Components," Xinyu Chen, **Michael R. Lyu**, //in Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2004),// pp. 207-215, Papeete, Tahiti, March 3 - March 5, 2004. \\ {{:conference:xchen_prdc2004_expected-reliability.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='chuang_prdc2004_optimal'></a></html> "Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort," Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2004),// pp. 103-112, Papeete, Tahiti, March 3 - March 5, 2004. \\ {{:conference:chuang_prdc2004_optimal.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='khuang_isaim2004_biased'></a></html> "Biased Minimax Probability Machine for Medical Diagnosis," Kaizhu Huang, Haiqin Yang, Irwin King, **Michael R. Lyu**, Laiwan Chan, //in Proceedings of the 8th International Symposium on Artificial Intelligence and Mathematics (ISAIM2004),// Fort Lauderdale, USA, January 4 - January 6, 2004. \\ {{:conference:khuang_isaim2004_biased.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\ \\ \\ <html><a name='year2003'></a></html>----**2003**----
 +  - <html><a name='rzhao_ats2003_domain'></a></html> "Domain Testing Based on Character String Predicate," Ruilian Zhao, **Michael R. Lyu**, Yinghua Min, //in Proceedings of the 12th Asian Test Symposium (ATS2003),// pp. 96-101, Xi'an, China, November 17 - November 19, 2003. \\ {{:conference:rzhao_ats2003_domain.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jlo_compsac2003_sensitivity'></a></html> "Sensitivity Analysis of Software Reliability for Component-Based Software Applications," Jung-Hua Lo, Chin-Yu Huang, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 27th Annual International Computer Software and Applications Conference (COMPSAC2003),// pp. 500-505, Dallas, USA, November 3 - November 6, 2003. \\ {{:conference:jlo_compsac2003_sensitivity.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='rzhao_issre2003_a'></a></html> "A New Software Testing Approach Based on Domain Analysis of Specifications and Programs," Ruilian Zhao, **Michael R. Lyu**, Yinghua Min, //in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003),// pp. 60-70, Denver, USA, November 17 - November 20, 2003. \\ {{:conference:rzhao_issre2003_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_issre2003_an'></a></html> "An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering," **Michael R. Lyu**, Zubin Huang, Sam K. S. Sze, Xia Cai, //in Proceedings of the 14th IEEE International Symposium on Software Reliability Engineering (ISSRE2003),// pp. 119-132, Denver, USA, November 17 - November 20, 2003. \\ <color red>**ISSRE 2003 Best Paper Award**</color> \\ {{:conference:mlyu_issre2003_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_mir2003_a'></a></html> "A Wireless Handheld Multi-Modal Digital Video Library Client System," **Michael R. Lyu**, Jerome Yen, Edward H. H. Yau, Sam K. S. Sze, //in Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR2003),// pp. 231-238, Berkeley, USA, 7-Nov-03. \\ {{:conference:mlyu_mir2003_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='rzhao_qsic2003_character'></a></html> "Character String Predicate Based Automatic Software Test Data Generation," Ruilian Zhao, **Michael R. Lyu**, //in Proceedings of the 3rd International Conference on Quality Software (QSIC2003),// pp. 255-262, Dallas, USA, November 6 - November 7, 2003. \\ {{:conference:rzhao_qsic2003_character.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='pchan_icics2003_a'></a></html> "A DWT-Based Digital Video Watermarking Scheme with Error Correcting Code," Pat P. W. Chan, **Michael R. Lyu**, //in Proceedings of the 5th International Conference on Information and Communications Security (ICICS2003),// pp. 202-213, Huhehaote, China, October 10 - October 13, 2003. \\ {{:conference:pchan_icics2003_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='xchen_srds2003_performance'></a></html> "Performance and Effectiveness Analysis of Checkpointing in Mobile Environments," Xinyu Chen, **Michael R. Lyu**, //in Proceedings of the 22nd Symposium on Reliable Distributed Systems (SRDS2003),// pp. 131-140, Florence, Italy, October 6 - October 8, 2003. \\ {{:conference:xchen_srds2003_performance.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='csun_appt2003_extendable'></a></html> "Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML," Chang-ai Sun, Jiannong Cao, Maozhong Jin, Chao Lin, **Michael R. Lyu**, //in Proceedings of the 5th International Workshop on Advanced Parallel Programming Technologies (APPT2003),// pp. 536-545, Xiamen, China, September 17 - September 19, 2003. \\ {{:conference:csun_appt2003_extendable.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='lshi_dms2003_video'></a></html> "Video Summarization Using Greedy Method in a Constraint Satisfaction Framework," Lu Shi, Irwin King, **Michael R. Lyu**, //in Proceedings of the 9th International Conference on Distributed Multimedia Systems (DMS2003),// pp. 456-461, Miami, USA, September 24 - September 26, 2003. \\ {{:conference:lshi_dms2003_video.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='stang_iciap2003_face'></a></html> "Face Recognition Committee Machines: Dynamic vs. Static Structures," Sunny H. M. Tang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP2003),// pp. 121-126, Mantova, Italy, September 17 - September 19, 2003. \\ {{:conference:stang_iciap2003_face.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='hjang_caip2003_a'></a></html> "A Face Processing System Based on Committee Machine: The Approach and Experimental Results," Harvest K. F. Jang, Sunny H. M. Tang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 10th International Conference on Computer Analysis of Images and Patterns (CAIP2003),// pp. 614-622, Groningen, The Netherlands, August 25 - August 27, 2003. \\ {{:conference:hjang_caip2003_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='shoi_civr2003_a'></a></html> "A Novel Scheme for Video Similarity Detection," Steven C. H. Hoi, Wei Wang, **Michael R. Lyu**, //in Proceedings of the 2nd International Conference on Image and Video Retrieval (CIVR2003),// pp. 373-382, Urbana-Champaign, USA, July 24 - July 25, 2003. \\ {{:conference:shoi_civr2003_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jsong_icme2003_a'></a></html> "A Robust Statistic Method for Classifying Color Polarity of Video Text," Jiqiang Song, Min Cai, **Michael R. Lyu**, //in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003),// pp. 385-388, Baltimore, USA, July 6 - July 9, 2003. \\ {{:conference:jsong_icme2003_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='wwang_icme2003_automatic'></a></html> "Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment," Wei Wang, **Michael R. Lyu**, //in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003),// pp. 265-268, Baltimore, USA, July 6 - July 9, 2003. \\ {{:conference:wwang_icme2003_automatic.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='stang_icme2003_face'></a></html> "Face Recognition Committee Machine," Sunny H. M. Tang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003),// pp. 425-428, Baltimore, USA, July 6 - July 9, 2003. \\ {{:conference:stang_icme2003_face.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jsong_icme2003_pvcais'></a></html> "PVCAIS: A Personal Videoconference Archive Indexing System," Jiqiang Song, **Michael R. Lyu**, Jenq-Neng Hwang, Min Cai, //in Proceedings of the 2003 IEEE International Conference on Multimedia and Expo (ICME2003),// pp. 673-676, Baltimore, USA, July 6 - July 9, 2003. \\ {{:conference:jsong_icme2003_pvcais.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='khuang_ijcnn2003_discriminative'></a></html> "Discriminative Training of Bayesian Chow-Liu Multinet Classifiers," Kaizhu Huang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2003 IEEE International Joint Conference on Neural Networks (IJCNN2003),// pp. 484-488, Portland, USA, July 20 - July 24, 2003. \\ {{:conference:khuang_ijcnn2003_discriminative.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='mlyu_sci2003_a'></a></html> "A Progressive Fault Tolerant Mechanism in Mobile Agent Systems," **Michael R. Lyu**, Mole T. Y. Wong, //in Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003),// pp. 299-306, Orlando, USA, July 27 - July 30, 2003. \\ {{:conference:mlyu_sci2003_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='khuang_icanniconip2003_finite'></a></html> "Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifier," Kaizhu Huang, Irwin King, **Michael R. Lyu**, //in Proceedings of the Joint International Conference on Artificial Neural Networks and Neural Information Processing (ICANN/ICONIP2003),// pp. 115-122, Istanbul, Turkey, June 26 - June 29, 2003. \\ {{:conference:khuang_icanniconip2003_finite.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='ssze_wwwp2003_a'></a></html> "A Wireless Client for Accessing Multimodal Digital Video Library Systems," Sam K. S. Sze, **Michael R. Lyu**, Henry K. P. Choi, Edward H. H. Yau, //in Proceedings of the 12th International Conference on World Wide Web: Posters (WWW:P2003),// Budapest, Hungary, May 20 - May 24, 2003. \\ {{:conference:ssze_wwwp2003_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jsong_icassp2003_a'></a></html> "A Robust Statistic Method for Classifying Color Polarity of Video Text," Jiqiang Song, Min Cai, **Michael R. Lyu**, //in Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003),// pp. 581-584, Hong Kong, China, April 6 - April 10, 2003. \\ {{:conference:jsong_icassp2003_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='stang_icassp2003_face'></a></html> "Face Recognition Committee Machine," Sunny H. M. Tang, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003),// pp. 837-840, Hong Kong, China, April 6 - April 10, 2003. \\ {{:conference:stang_icassp2003_face.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='xchen_isads2003_message'></a></html> "Message Logging and Recovery in Wireless CORBA Using Access Bridge," Xinyu Chen, **Michael R. Lyu**, //in Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS2003),// pp. 107-114, Pisa, Italy, April 9 - April 11, 2003. \\ {{:conference:xchen_isads2003_message.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2002'></a></html>----**2002**----
 +  - <html><a name='khuang_iconip2002_constructing'></a></html> "Constructing a Large Node Chow-Liu Tree Based on Frequent Itemsets," Kaizhu Huang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 9th International Conference on Neural Information Processing (ICONIP2002),// pp. 498-502, Singapore, Singapore, November 18 - November 22, 2002. \\ {{:conference:khuang_iconip2002_constructing.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='chuang_issre2002_optimal'></a></html> "Optimal Allocation of Testing Resources for Modular Software Systems," Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 13th IEEE International Symposium on Software Reliability Engineering (ISSRE2002),// pp. 129-138, Annapolis, USA, November 12 - November 15, 2002. \\ {{:conference:chuang_issre2002_optimal.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='khuang_smc2002_learning'></a></html> "Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier," Kaizhu Huang, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2002 IEEE International Conference on Systems, Man and Cybernetics (SMC2002),// pp. 1-6, Yasmine Hammamet, Tunisia, October 6 - October 9, 2002. \\ {{:conference:khuang_smc2002_learning.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='mlyu_icip2002_a'></a></html> "A New Approach for Video Text Detection," **Michael R. Lyu**, Jiqiang Song, Min Cai, //in Proceedings of the 2002 International Conference on Image Processing (ICIP2002),// pp. 117-120, Rochester, USA, September 22 - September 25, 2002. \\ {{:conference:mlyu_icip2002_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jlo_compsac2002_optimal'></a></html> "Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications," Jung-Hua Lo, Sy-Yen Kuo, **Michael R. Lyu**, Chin-Yu Huang, //in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC2002),// pp. 7-12, Oxford, The United Kingdom, August 26 - August 29, 2002. \\ {{:conference:jlo_compsac2002_optimal.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='engai_compsac2002_xvip'></a></html> "XVIP: An XML-Based Video Information Processing System," Edith C. H. Ngai, Pat P. W. Chan, Edward H. H. Yau, **Michael R. Lyu**, //in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC2002),// pp. 173-178, Oxford, The United Kingdom, August 26 - August 29, 2002. \\ {{:conference:engai_compsac2002_xvip.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jsong_icpr2002_a'></a></html> "A New Approach for Line Recognition in Large-Size Images Using Hough Transform," Jiqiang Song, Min Cai, **Michael R. Lyu**, Shijie Cai, //in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002),// pp. 33-36, Quebec, Canada, August 11 - August 15, 2002. \\ {{:conference:jsong_icpr2002_a.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jsong_icpr2002_edge'></a></html> "Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images," Jiqiang Song, Min Cai, **Michael R. Lyu**, //in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002),// pp. 608-612, Quebec, Canada, August 11 - August 15, 2002. \\ {{:conference:jsong_icpr2002_edge.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='jsong_icpr2002_graphics'></a></html> "Graphics Recognition from Binary Images: One Step or Two Steps," Jiqiang Song, Min Cai, **Michael R. Lyu**, Shijie Cai, //in Proceedings of the 16th International Conference on Pattern Recognition (ICPR2002),// pp. 135-138, Quebec, Canada, August 11 - August 15, 2002. \\ {{:conference:jsong_icpr2002_graphics.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='mlyu_jcdl2002_a'></a></html> "A Multilingual, Multimodal Digital Video Library System," **Michael R. Lyu**, Edward H. H. Yau, Sam K. S. Sze, //in Proceedings of the 2nd ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2002),// pp. 145-153, Portland, USA, June 14 - June 18, 2002. \\ {{:conference:mlyu_jcdl2002_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='mlyu_wwwatpp2002_iview'></a></html> "iVIEW: An Intelligent Video over InternEt and Wireless Access System," **Michael R. Lyu**, Sam K. S. Sze, Edward H. H. Yau, //in Proceedings of the 11th international conference on World Wide Web: Alternate Track Papers & Posters (WWW:ATPP2002),// pp. 1-26, Hawaii, USA, May 7 - May 11, 2002. \\ {{:conference:mlyu_wwwatpp2002_iview.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='ssze_wwwp2002_a'></a></html> "A Wireless XML-Based Handheld Multimodal Digital Video Library Client System," Sam K. S. Sze, Henry K. P. Choi, **Michael R. Lyu**, //in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002),// pp. 1-4, Honolulu, USA, May 7 - May 11, 2002. \\ <color red>**WWW 2002 Best Poster Paper Award**</color> \\ {{:conference:ssze_wwwp2002_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='nng_wwwp2002_advise'></a></html> "ADVISE: Advanced Digital Video Information Segmentation Engine," Nicky C. W. Ng, **Michael R. Lyu**, //in Proceedings of the 11th International Conference on World Wide Web: Posters (WWW:P2002),// pp. 1-5, Honolulu, USA, May 7 - May 11, 2002. \\ {{:conference:nng_wwwp2002_advise.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2001'></a></html>----**2001**----
 +  - <html><a name='pguo_iconip2001_a'></a></html> "A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data," Ping Guo, **Michael R. Lyu**, //in Proceedings of the 8th International Conference on Neural Information Processing (ICONIP2001),// pp. 1321-1326, Shanghai, China, November 14 - November 18, 2001. \\ {{:conference:pguo_iconip2001_a.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='vcheung_isassci2001_a'></a></html> "A Scalable Mediator System beyond Firewalls Using CORBA, XML and Java Servlet," Vincent W. H. Cheung, **Michael R. Lyu**, Kam-Wing Ng, //in Proceedings of the 7th International Conference on Information Systems Analysis and Synthesis and the 5th World Multiconference on Systemics, Cybernetics and Informatics (ISAS/SCI2001),// pp. 360-365, Orlando, USA, July 22 - July 25, 2001. \\ {{:conference:vcheung_isassci2001_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='nng_cisst2001_video'></a></html> "Video Comparison Using Tree Matching Algorithm," Nicky C. W. Ng, Irwin King, **Michael R. Lyu**, //in Proceedings of the 2001 International Conference on Imaging Science, Systems and Technology (CISST2001),// pp. 184-190, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:nng_cisst2001_video.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='alee_ic2001_an'></a></html> "An Agent-Based Platform for Online Auctions," Anson C. W. Lee, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2001 International Conference on Internet Computing (IC2001),// pp. 743-749, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:alee_ic2001_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='jma_ic2001_design'></a></html> "Design and Implementation of XML-Based Digital Video Library System," Jacky C. K. Ma, **Michael R. Lyu**, //in Proceedings of the 2001 International Conference on Internet Computing (IC2001),// pp. 371-374, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:jma_ic2001_design.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='vcheung_ic2001_tunneling'></a></html> "Tunneling Across Firewalls by Using XML and Servlets: An Experiment on CORBA," Vincent W. H. Cheung, **Michael R. Lyu**, Kam-Wing Ng, //in Proceedings of the 2001 International Conference on Internet Computing (IC2001),// pp. 379-385, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:vcheung_ic2001_tunneling.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='kkwok_ise2001_a'></a></html> "A Novel PAT-Tree Approach to Chinese Document Clustering," Kenny C. L. Kwok, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001),// pp. 85-91, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:kkwok_ise2001_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='alee_ise2001_agent-based'></a></html> "Agent-Based Multimedia Data Sharing Platform," Anson C. W. Lee, **Michael R. Lyu**, Irwin King, //in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001),// pp. 18-24, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:alee_ise2001_agent-based.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='xcai_ise2001_compare'></a></html> "ComPARE: A Generic Quality Assessment Environment for Component-Based Software Systems," Xia Cai, **Michael R. Lyu**, Kam-Fai Wong, Mabel Wong, //in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001),// pp. 348-354, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:xcai_ise2001_compare.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='rhuang_ise2001_simulation'></a></html> "Simulation Techniques for Component-Based Software Reliability Modeling with Project Application," Ruohao Huang, **Michael R. Lyu**, Karama Kanoun, //in Proceedings of the 2001 International Symposium on Information Systems and Engineering (ISE2001),// pp. 283-289, Las Vegas, USA, June 25 - June 28, 2001. \\ {{:conference:rhuang_ise2001_simulation.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='vcheung_jcdl2001_integrating'></a></html> "Integrating Digital Libraries by CORBA, XML and Servlet," Vincent W. H. Cheung, **Michael R. Lyu**, Kam Wing Ng, //in Proceedings of the 1st ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL2001),// Roanoke, USA, June 24 - June 28, 2001. \\ {{:conference:vcheung_jcdl2001_integrating.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year2000'></a></html>----**2000**----
 +  - <html><a name='xcai_apsec2000_component-based'></a></html> "Component-Based Software Engineering: Technologies, Development Frameworks, and Quality Assurance Schemes," Xia Cai, **Michael R. Lyu**, Kam-Fai Wong, Roy Ko, //in Proceedings of the 7th Asia-Pacific Software Engineering Conference (APSEC2000),// pp. 372-379, Singapore, Singapore, December 5 - December 8, 2000. \\ {{:conference:xcai_apsec2000_component-based.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='pguo_apaqs2000_software'></a></html> "Software Quality Prediction Using Mixture Models with EM Algorithm," Ping Guo, **Michael R. Lyu**, //in Proceedings of the 1st Asia-Pacific Conference on Quality Software (APAQS2000),// pp. 69-80, Hong Kong, China, October 30 - October 31, 2000. \\ {{:conference:pguo_apaqs2000_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_compsac2000_a'></a></html> "A Phase-Based Approach to Creating Highly Reliable Software," **Michael R. Lyu**, //in Proceedings of the 24th Annual International Computer Software and Applications Conference (COMPSAC2000),// pp. 276-280, Taipei, Taiwan, October 25 - October 28, 2000. \\ {{:conference:mlyu_compsac2000_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='chuang_compsac2000_effort-index-based'></a></html> "Effort-Index-Based Software Reliability Growth Models and Performance Assessment," Chin-Yu Huang, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 24th Annual International Computer Software and Applications Conference (COMPSAC2000),// pp. 454-459, Taipei, Taiwan, October 25 - October 28, 2000. \\ {{:conference:chuang_compsac2000_effort-index-based.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_compsac2000_firewall'></a></html> "Firewall Security: Policies, Testing and Performance Evaluation," **Michael R. Lyu**, Lorrien K. Y. Lau, //in Proceedings of the 24th Annual International Computer Software and Applications Conference (COMPSAC2000),// pp. 116-121, Taipei, Taiwan, October 25 - October 28, 2000. \\ {{:conference:mlyu_compsac2000_firewall.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='ssze_issre2000_atacobol'></a></html> "ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications," Sam K. S. Sze, **Michael R. Lyu**, //in Proceedings of the 11th IEEE International Symposium on Software Reliability Engineering (ISSRE2000),// pp. 327-335, San Jose, USA, October 8 - October 11, 2000. \\ {{:conference:ssze_issre2000_atacobol.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='chuang_issre2000_quantitative'></a></html> "Quantitative Software Reliability Modeling from Testing to Operation," Chin-Yu Huang, Sy-Yen Kuo, Jung-Hua Lo, **Michael R. Lyu**, //in Proceedings of the 11th IEEE International Symposium on Software Reliability Engineering (ISSRE2000),// pp. 72-83, San Jose, USA, October 8 - October 11, 2000. \\ {{:conference:chuang_issre2000_quantitative.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='schong_wccitbm2000_the'></a></html> "The Design, Implementation and Evaluation of an Internet Payment System," Steve K. L. Chong, C. H. Ho, C. H. Lau, **Michael R. Lyu**, Y. S. Moon, //in Proceedings of the 16th IFIP World Computer Congress: Information Technology for Business Management (WCC:ITBM2000),// pp. 636-639, Beijing, China, August 21 - August 25, 2000. \\ {{:conference:schong_wccitbm2000_the.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='achan_wccsec2000_securing'></a></html> "Securing Mobile Agents for Electronic Commerce: An Experiment," Anthony H. W. Chan, Caris K. M. Wong, Mole T. Y. Wong, **Michael R. Lyu**, //in Proceedings of the 16th IFIP World Computer Congress: The IFIP TC11 15th Annual Working Conference on Information Security (WCC:Sec2000),// pp. 471-480, Beijing, China, August 22 - August 24, 2000. \\ {{:conference:achan_wccsec2000_securing.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='achan_agents2000_sias'></a></html> "SIAS: A Secure Shopping Information Agent System," Anthony H. W. Chan, Mole T. Y. Wong, Caris K. M. Wong, **Michael R. Lyu**, //in Proceedings of the Fourth International Conference on Autonomous Agents (Agents2000),// pp. 257-258, Barcelona, Spain, June 3 - June 7, 2000. \\ {{:conference:achan_agents2000_sias.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='vcheung_cisst2000_chinese'></a></html> "Chinese Optical Character Recognition for Information Extraction from Video Images," Vincent W. H. Cheung, Ka Fai Pang, **Michael R. Lyu**, Kam Wing Ng, //in Proceedings of the 2000 International Conference on Imaging Science, Systems and Technology (CISST2000),// pp. 269-275, Las Vegas, USA, June 26 - June 29, 2000. \\ {{:conference:vcheung_cisst2000_chinese.pdf|Paper}} [<color black/lime>MM</color>] \\ \\
 +  - <html><a name='pguo_ic2000_a'></a></html> "A Study on Color Space Selection for Determining Image Segmentation Region Number," Ping Guo, **Michael R. Lyu**, //in Proceedings of the 2000 International Conference on Internet Computing (IC2000),// pp. 1127-1132, Las Vegas, USA, June 26 - June 29, 2000. \\ {{:conference:pguo_ic2000_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='sma_ic2000_virtual'></a></html> "Virtual Campus: A Web-Based Customized Learning Environment," Sam K. P. Ma, **Michael R. Lyu**, Wing-Kay Kan, //in Proceedings of the 2000 International Conference on Internet Computing (IC2000),// pp. 119-125, Las Vegas, USA, June 26 - June 29, 2000. \\ {{:conference:sma_ic2000_virtual.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='pguo_icai2000_classification'></a></html> "Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure," Ping Guo, **Michael R. Lyu**, //in Proceedings of the 2000 International Conference on Artificial Intelligence (ICAI2000),// pp. 1187-1193, Las Vegas, USA, June 26 - June 29, 2000. \\ {{:conference:pguo_icai2000_classification.pdf|Paper}} [<color black/fuchsia>ML</color>] \\ \\
 +  - <html><a name='achan_pdpta2000_design'></a></html> "Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications," Anthony H. W. Chan, Caris K. M. Wong, Mole T. Y. Wong, **Michael R. Lyu**, //in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA2000),// Las Vegas, USA, June 24 - June 29, 2000. \\ {{:conference:achan_pdpta2000_design.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1999'></a></html>----**1999**----
 +  - <html><a name='gxing_apsec1999_testing'></a></html> "Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm," Gang Xing, **Michael R. Lyu**, //in Proceedings of the 6th Asia-Pacific Software Engineering Conference (APSEC1999),// pp. 530-537, Takamatsu, Japan, December 7 - December 10, 1999. \\ {{:conference:gxing_apsec1999_testing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='achan_asian1999_security'></a></html> "Security Modeling and Evaluation for the Mobile Code Paradigm," Anthony H. W. Chan, **Michael R. Lyu**, //in Proceedings of the 5th Asian Computing Science Conference (ASIAN1999),// pp. 371-372, Phuket, Thailand, December 10 - December 12, 1999. \\ {{:conference:achan_asian1999_security.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='chuang_issre1999_software'></a></html> "Software Reliability Modeling and Cost Estimation Incorporating Testing-Effort and Efficiency," Chin-Yu Huang, Jung-Hua Lo, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 10th IEEE International Symposium on Software Reliability Engineering (ISSRE1999),// pp. 62-72, Boca Raton, USA, November 1 - November 4, 1999. \\ {{:conference:chuang_issre1999_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='chuang_compsac1999_optimal'></a></html> "Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency," Chin-Yu Huang, Sy-Yen Kuo, **Michael R. Lyu**, //in Proceedings of the 23rd Annual International Computer Software and Applications Conference (COMPSAC1999),// pp. 468-473, Phoenix, USA, October 19 - October 27, 1999. \\ {{:conference:chuang_compsac1999_optimal.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sma_apweb1999_a'></a></html> "A Web-Based Customized Virtual Learning Environment," Sam K. P. Ma, **Michael R. Lyu**, //in Proceedings of World Wide Web: Technologies and Applications for the New Millennium: The 1999 Asia Pacific Web Conference (APWeb1999),// pp. 37-43, Hong Kong, China, September 27 - September 29, 1999. \\ {{:conference:sma_apweb1999_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='achan_apweb1999_the'></a></html> "The Mobile Code Paradigm and Its Security Issues," Anthony H. W. Chan, **Michael R. Lyu**, //in Proceedings of World Wide Web: Technologies and Applications for the New Millennium: The 1999 Asia Pacific Web Conference (APWeb1999),// pp. 353-357, Hong Kong, China, September 27 - September 29, 1999. \\ {{:conference:achan_apweb1999_the.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='mlyu_aerospace1999_software'></a></html> "Software Fault Tolerance in a Clustered Architecture: Techniques and Reliability Modeling," **Michael R. Lyu**, Veena B. Mendiratt, //in Proceedings of the 1999 IEEE Aerospace Conference (Aerospace1999),// pp. 141-150, Aspen, Colorado, USA, March 7 - March 7, 1999. \\ {{:conference:mlyu_aerospace1999_software.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\ \\ \\ <html><a name='year1998'></a></html>----**1998**----
 +  - <html><a name='mlyu_qtlc1998_web-based'></a></html> "Web-Based Education Techniques: Workflow, Collaboration, and Quality of Service," **Michael R. Lyu**, Yiu-Sang Moon, Wing-Kay Kan, Mladen A. Vouk, //in Proceedings of the 1998 Quality in Teaching and Learning Conference (QTLC1998),// pp. 245-252, Hong Kong, China, December 10 - December 12, 1998. \\ {{:conference:mlyu_qtlc1998_web-based.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='sgokhale_issre1998_reliability'></a></html> "Reliability Simulation of Component-Based Software Systems," Swapna S. Gokhale, **Michael R. Lyu**, Kishor S. Trivedi, //in Proceedings of the 9th IEEE International Symposium on Software Reliability Engineering (ISSRE1998),// pp. 192-201, Paderborn, Germany, November 4 - November 7, 1998. \\ <color red>**ISSRE 1998 Best Paper Award**</color> \\ {{:conference:sgokhale_issre1998_reliability.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sgokhale_issre1998_software'></a></html> "Software Reliability Analysis Incorporating Fault Detection and Debugging Activities," Swapna S. Gokhale, **Michael R. Lyu**, Kishor S. Trivedi, //in Proceedings of the 9th IEEE International Symposium on Software Reliability Engineering (ISSRE1998),// pp. 202-211, Paderborn, Germany, November 4 - November 7, 1998. \\ {{:conference:sgokhale_issre1998_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_issre1998_web-casre'></a></html> "Web-CASRE: A Web-Based Tool for Software Reliability Modeling," **Michael R. Lyu**, Jurgen Schonwalder, //in Proceedings of the 9th IEEE International Symposium on Software Reliability Engineering, Industry Track (ISSRE1998),// pp. 151-160, Paderborn, Germany, November 4 - November 7, 1998. \\ {{:conference:mlyu_issre1998_web-casre.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_euromicro1998_design'></a></html> "Design Testing and Evaluation Techniques for Software Reliability Engineering," **Michael R. Lyu**, //in Proceedings of the 24th Euromicro Conference (EUROMICRO1998),// pp. 39-46, Vasteras, Sweden, August 25 - August 27, 1998. \\ {{:conference:mlyu_euromicro1998_design.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='tchen_iwqos1998_a'></a></html> "A Summary of QoS Support in SWAN," Tsu-Wei Chen, Paul Krzyzanowski, **Michael R. Lyu**, Cormac J. Sreenan, John A. Trotter, //in Proceedings of the 1998 Sixth International Workshop on Quality of Service (IWQoS1998),// pp. 272-274, Napa, USA, May 18 - May 20, 1998. \\ {{:conference:tchen_iwqos1998_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_qw1998_a'></a></html> "A Phase-Based Approach to Integrate Reliable Software," **Michael R. Lyu**, //in Proceedings of the 11th International Software Quality Week (QW1998),// San Francisco, California, USA, May 26 - May 29, 1998. \\ {{:conference:mlyu_qw1998_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_isit1998_bringing'></a></html> "Bringing Software Tools to the Web: Architecture Issues and Porting Experience," **Michael R. Lyu**, Jurgen Schonwalder, //in Proceedings of the 1998 International Symposium on Internet Technologies (ISIT1998),// pp. 136-141, Taipei, Taiwan, April, 1998. \\ {{:conference:mlyu_isit1998_bringing.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_aerospace1998_an'></a></html> "An Integrated Approach to Achieving High Software Reliability," **Michael R. Lyu**, //in Proceedings of the 1998 IEEE Aerospace Conference (Aerospace1998),// pp. 123-136, Aspen, Colorado, USA, March 28 - March 28, 1998. \\ {{:conference:mlyu_aerospace1998_an.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='sgokhale_asset1998_model'></a></html> "Model Validation Using Simulated Data," Swapna S. Gokhale, **Michael R. Lyu**, Kishor S. Trivedi, //in Proceedings of the 1998 IEEE Workshop on Application-Specific Software Engineering and Technology (ASSET1998),// pp. 22-27, Richardson, USA, March 28 - March 28, 1998. \\ {{:conference:sgokhale_asset1998_model.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1997'></a></html>----**1997**----
 +  - <html><a name='sgokhale_prfts1997_reliability'></a></html> "Reliability Simulation of Fault-Tolerant Software and Systems," Swapna S. Gokhale, **Michael R. Lyu**, Kishor S. Trivedi, //in Proceedings of the 1997 Pacific Rim International Symposium on Fault-Tolerant Systems (PRFTS1997),// pp. 167-173, Taipei, Taiwan, December 15 - December 16, 1997. \\ {{:conference:sgokhale_prfts1997_reliability.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_issre1997_optimization'></a></html> "Optimization of Reliability Allocation and Testing Schedule for Software Systems," **Michael R. Lyu**, Sampath Rangarajan, Aad P. A. van Moorsel, //in Proceedings of the 8th IEEE International Symposium on Software Reliability Engineering (ISSRE1997),// pp. 336-347, Albuquerque, November 2 - November 5, 1997. \\ {{:conference:mlyu_issre1997_optimization.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='tchen_icupc1997_a'></a></html> "A VC-Based API for Renegotiable QoS in Wireless ATM Networks," Tsu-Wei Chen, Paul Krzyzanowski, **Michael R. Lyu**, Cormac J. Sreenan, John A. Trotter, //in Proceedings of the 6th International Conference on Universal Personal Communications (ICUPC1997),// pp. 119-123, San Diego, USA, October 12 - October 16, 1997. \\ {{:conference:tchen_icupc1997_a.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='mchen_srds1997_incorporating'></a></html> "Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software," Mei-Hwa Chen, **Michael R. Lyu**, W. Eric Wong, //in Proceedings of the 16th Symposium on Reliable Distributed Systems (SRDS1997),// pp. 45-52, Durham, USA, October 22 - October 24, 1997. \\ {{:conference:mchen_srds1997_incorporating.pdf|Paper}} [<color black/yellow>DS</color>] \\ \\
 +  - <html><a name='sgokhale_compass1997_effect'></a></html> "Effect of Repair Policies on Software Reliability," Swapna S. Gokhale, Peter N. Marinos, **Michael R. Lyu**, Kishor S. Trivedi, //in Proceedings of the 12th Annual Conference on Computer Assurance (COMPASS1997),// pp. 105-116, Gaithersburg, USA, June 16 - June 19, 1997. \\ {{:conference:sgokhale_compass1997_effect.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='tchen_ftcs1997_renegotiable'></a></html> "Renegotiable Quality of Service: A New Scheme for Fault Tolerance in Wireless Networks," Tsu-Wei Chen, Paul Krzyzanowski, **Michael R. Lyu**, Cormac J. Sreenan, John A. Trotter, //in Proceedings of the 27th International Symposium on Fault-Tolerant Computing (FTCS1997),// pp. 21-30, Seattle, USA, June 24 - June 27, 1997. \\ {{:conference:tchen_ftcs1997_renegotiable.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sgokhale_srew1997_simulation'></a></html> "Simulation Techniques for Software Reliability Engineering Incorporating Software Architecture," Swapna S. Gokhale, **Michael R. Lyu**, Kishor S. Trivedi, //in Proceedings of the 1997 IEEE Software Reliability Engineering Workshop (SREW1997),// Middletown, USA, June 3 - June 4, 1997. \\ {{:conference:sgokhale_srew1997_simulation.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='sgokhale_issatrqd1997_regression'></a></html> "Regression Tree Modeling for the Prediction of Software Quality," Swapna S. Gokhale, **Michael R. Lyu**, //in Proceedings of the 3rd ISSAT International Conference on Reliability and Quality in Design (ISSAT:RQD1997),// pp. 31-36, Anaheim, USA, March 12 - March 14, 1997. \\ {{:conference:sgokhale_issatrqd1997_regression.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='vhilford_words1997_diversity'></a></html> "Diversity in the Software Development Process," Victoria Hilford, **Michael R. Lyu**, Bojan Cukic, Anouar Jamoussi, Farokh B. Bastani, //in Proceedings of the 3rd Workshop on Object-Oriented Real-Time Dependable Systems (WORDS1997),// pp. 129-136, Newport Beach, USA, February 5 - February 7, 1997. \\ {{:conference:vhilford_words1997_diversity.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1996'></a></html>----**1996**----
 +  - <html><a name='tchen_ltww1996_quality'></a></html> "Quality of Service Guarantees in A Wireless Network," Tsu-Wei Chen, Paul Krzyzanowski, **Michael R. Lyu**, Cormac J. Sreenan, John A. Trotter, //in Proceedings of the 1996 Lucent Technologies Wireless Workshop (LTWW1996),// Murray Hill, USA, November 11 - November 12, 1996. \\ {{:conference:tchen_ltww1996_quality.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mchen_metrics1996_an'></a></html> "An Empirical Study of the Correlation Between Code Coverage and Reliability Estimation," Mei-Hwa Chen, **Michael R. Lyu**, W. Eric Wong, //in Proceedings of the 3rd IEEE International Software Metrics Symposium (METRICS1996),// pp. 133-141, Berlin, Germany, March 25 - March 26, 1996. \\ {{:conference:mchen_metrics1996_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1995'></a></html>----**1995**----
 +  - <html><a name='anikora_issre1995_an'></a></html> "An Experiment in Determining Software Reliability Model Applicability," Allen P. Nikora, **Michael R. Lyu**, //in Proceedings of the 6th IEEE International Symposium on Software Reliability Engineering (ISSRE1995),// pp. 304-313, Toulouse, France, October 24 - October 27, 1995. \\ {{:conference:anikora_issre1995_an.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='dcarman_issre1995_software'></a></html> "Software Reliability Engineering Study of a Large-Scale Telecommunications Software System," D. W. Carman, Adrian A. Dolinsky, **Michael R. Lyu**, Jinsong S. Yu, //in Proceedings of the 6th IEEE International Symposium on Software Reliability Engineering (ISSRE1995),// pp. 350-359, Toulouse, France, October 24 - October 27, 1995. \\ {{:conference:dcarman_issre1995_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_ftcs1995_armor'></a></html> "ARMOR: Analyzer for Reducing Module Operational Risk," **Michael R. Lyu**, Jinsong S. Yu, Elaine Keramidas, Siddhartha R. Dalal, //in Proceedings of the 25th International Symposium on Fault-Tolerant Computing (FTCS1995),// pp. 137-142, Pasadena, USA, June 27 - June 30, 1995. \\ {{:conference:mlyu_ftcs1995_armor.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1994'></a></html>----**1994**----
 +  - <html><a name='rtausworthe_issre1994_a'></a></html> "A Generalized Software Reliability Process Simulation Technique and Tool," Robert C. Tausworthe, **Michael R. Lyu**, //in Proceedings of the 5th IEEE International Symposium on Software Reliability Engineering (ISSRE1994),// pp. 264-273, Monterey, USA, November 6 - November 9, 1994. \\ {{:conference:rtausworthe_issre1994_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jdugan_dcca1994_system-level'></a></html> "System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures," Joanne B. Dugan, **Michael R. Lyu**, //in Proceedings of the 4th IEEE International Working Conference on Dependable Computing for Critical Applications (DCCA1994),// pp. 295-307, San Diego, USA, January 4 - January 6, 1994. \\ {{:conference:jdugan_dcca1994_system-level.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1993'></a></html>----**1993**----
 +  - <html><a name='mlyu_issre1993_a'></a></html> "A Coverage Analysis Tool for the Effectiveness of Software Testing," **Michael R. Lyu**, Joseph R. Horgan, Saul London, //in Proceedings of the 4th IEEE International Symposium on Software Reliability Engineering (ISSRE1993),// pp. 25-34, Denver, USA, November 3 - November 6, 1993. \\ <color red>**ISSRE 1993 Best Paper Award, ISSRE 2019 30-Year Most Influential Papers**</color> \\ {{:conference:mlyu_issre1993_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='jdugan_issre1993_system'></a></html> "System Reliability Analysis of an N-version Programming Application," Joanne B. Dugan, **Michael R. Lyu**, //in Proceedings of the 4th IEEE International Symposium on Software Reliability Engineering (ISSRE1993),// pp. 103-111, Denver, USA, November 3 - November 6, 1993. \\ <color red>**ISSRE 1993 Best Paper Award**</color> \\ {{:conference:jdugan_issre1993_system.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_ftcs1993_a'></a></html> "A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement," **Michael R. Lyu**, Allen P. Nikora, William H. Farr, //in Proceedings of the 23rd International Symposium on Fault-Tolerant Computing (FTCS1993),// pp. 648-653, Toulouse, France, June 22 - June 24, 1993. \\ {{:conference:mlyu_ftcs1993_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1992'></a></html>----**1992**----
 +  - <html><a name='mlyu_bpsre1992_making'></a></html> "Making Better Software Reliability Estimations by A Practical Tool," **Michael R. Lyu**, Allen P. Nikora, William H. Farr, //in Proceedings of the 2nd Bellcore/Purdue Symposium on Issues in Software Reliability Estimation (BPSRE1992),// pp. 11-27, Livingston, USA, October 12 - October 13, 1992. \\ {{:conference:mlyu_bpsre1992_making.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='crajaraman_issre1992_reliability'></a></html> "Reliability and Maintainability Related Software Coupling Metrics in C++ Programs," Chandrashekar Rajaraman, **Michael R. Lyu**, //in Proceedings of the 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE1992),// pp. 303-311, Research Triangle Park, USA, October 7 - October 10, 1992. \\ {{:conference:crajaraman_issre1992_reliability.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_issre1992_software'></a></html> "Software Reliability Measurements in N-Version Software Execution Environment," **Michael R. Lyu**, //in Proceedings of the 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE1992),// pp. 254-263, Research Triangle Park, USA, October 7 - October 10, 1992. \\ {{:conference:mlyu_issre1992_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_compsac1992_software'></a></html> "Software Diversity Metrics and Measurements," **Michael R. Lyu**, Jia-Hong Chen, Algirdas Avizienis, //in Proceedings of the 16th Annual International Computer Software and Applications Conference (COMPSAC1992),// pp. 69-78, Chicago, USA, September 21 - September 25, 1992. \\ {{:conference:mlyu_compsac1992_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='crajaraman_tools1992_some'></a></html> "Some Coupling Measures for C++ Programs," Chandrashekar Rajaraman, **Michael R. Lyu**, //in Proceedings of the 8th International Conference on Technology of Object-Oriented Languages and Systems (TOOLS1992),// pp. 225-234, Santa Barbara, USA, August, 1992. \\ {{:conference:crajaraman_tools1992_some.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_casew1992_casre'></a></html> "CASRE: A Computer-Aided Software Reliability Estimation Tool," **Michael R. Lyu**, Allen P. Nikora, //in Proceedings of the Fifth International Workshop on Computer-Aided Software Engineering (CASEW1992),// pp. 264-275, Montreal, Canada, July 6 - July 10, 1992. \\ {{:conference:mlyu_casew1992_casre.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='anikora_aqsdt1992_a'></a></html> "A Linear Combination Software Reliability Modeling Tool with a Graphically-Oriented User Interface," Allen P. Nikora, **Michael R. Lyu**, Thomas M. Antczak, //in Proceedings of the 2nd Symposium on Assessment of Quality Software Development Tools (AQSDT1992),// pp. 21-31, New Orleans, USA, May 27 - May 29, 1992. \\ {{:conference:anikora_aqsdt1992_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1991'></a></html>----**1991**----
 +  - <html><a name='mlyu_compsac1991_software'></a></html> "Software Reliability Measurements Through Combination Models: Approaches, Results, and a CASE Tool," **Michael R. Lyu**, Allen P. Nikora, //in Proceedings of the 15th Annual International Computer Software and Applications Conference (COMPSAC1991),// pp. 577-584, Tokyo, Japan, September 11 - September 13, 1991. \\ {{:conference:mlyu_compsac1991_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_issre1991_a'></a></html> "A Heuristic Approach for Software Reliability Prediction: The Equally-Weighted Linear Combination Model," **Michael R. Lyu**, Allen P. Nikora, //in Proceedings of the 2nd IEEE International Symposium on Software Reliability Engineering (ISSRE1991),// pp. 172-181, Austin, USA, May 17 - May 18, 1991. \\ {{:conference:mlyu_issre1991_a.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_dcca1991_assuring'></a></html> "Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming," **Michael R. Lyu**, Algirdas Avizienis, //in Proceedings of the 2nd IEEE International Working Conference on Dependable Computing for Critical Applications (DCCA1991),// pp. 89-98, Tucson, USA, February 18 - February 20, 1991. \\ {{:conference:mlyu_dcca1991_assuring.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='mlyu_psam1991_measuring'></a></html> "Measuring Reliability of Embedded Software: An Empirical Study with JPL Project Data," **Michael R. Lyu**, //in Proceedings of the 1991 International Conference on Probabilistic Safety Assessment and Management (PSAM1991),// pp. 493-500, Beverly Hills, California, USA, February 4 - February 7, 1991. \\ {{:conference:mlyu_psam1991_measuring.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1988'></a></html>----**1988**----
 +  - <html><a name='aavizienis_dasc1988_on'></a></html> "On The Effectiveness of Multiversion Software in Digital Avionics," Algirdas Avizienis, **Michael R. Lyu**, //in Proceedings of the 8th AIAA/IEEE Digital Avionics Systems Conference (DASC1988),// pp. 422-427, San Jose, USA, October 17 - October 20, 1988. \\ {{:conference:aavizienis_dasc1988_on.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='aavizienis_ftcs1988_in'></a></html> "In Search of Effective Diversity: A Six-Language Study of Fault-Tolerant Flight Control Software," Algirdas Avizienis, **Michael R. Lyu**, Werner Schutz, //in Proceedings of the 18th International Symposium on Fault-Tolerant Computing (FTCS1988),// pp. 15-22, Tokyo, Japan, June 27 - June 30, 1988. \\ {{:conference:aavizienis_ftcs1988_in.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 +  - <html><a name='aavizienis_jcsqr1988_design'></a></html> "Design and Evaluation of Fault-Tolerant Multi-Version Software," Algirdas Avizienis, **Michael R. Lyu**, //in Proceedings of the 1988 Annual National Joint Conference on Software Quality and Reliability (JCSQR1988),// Arlington, USA, March, 1988. \\ {{:conference:aavizienis_jcsqr1988_design.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1986'></a></html>----**1986**----
 +  - <html><a name='jkelly_safecomp1986_multi-version'></a></html> "Multi-Version Software Development," J. P. J. Kelly, Algirdas Avizienis, B. T. Ulery, B. J. Swain, **Michael R. Lyu**, A. Tai, K. S. Tso, //in Proceedings of the 5th IFAC Workshop on Symposium on Safety of Computer Control Systems (SAFECOMP1986),// pp. 43-49, Sarlat, France, October 14 - October 17, 1986. \\ {{:conference:jkelly_safecomp1986_multi-version.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\ \\ \\ <html><a name='year1985'></a></html>----**1985**----
 +  - <html><a name='aavizienis_safecomp1985_software'></a></html> "Software Fault-Tolerance by Design Diversity Dedix: A Tool for Experiments," Algirdas Avizienis, P. Gunningberg, J. P. J. Kelly, **Michael R. Lyu**, L. Strigini, P. J. Traverse, K. S. Tso, U. Voges, //in Proceedings of the 4th IFAC Workshop on Symposium on Safety of Computer Control Systems (SAFECOMP1985),// pp. 173-178, Como, Italy, October 1 - October 3, 1985. \\ {{:conference:aavizienis_safecomp1985_software.pdf|Paper}} [<color black/aqua>SE</color>] \\ \\
 
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