-  “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] [Presentation]-  [ DS- ]  
-  “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] [Presentation]-  [ DS- ]
 
  
-  “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] [Presentation]-  [ ML- ]
 
 
-  “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][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][Presentation]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. 
  [Paper- ] [Presentation- ] 
 
 
 
 
  -  —- 2008- —-
  
-  “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.  [Paper- ] [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.  [Paper- ] [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.  [Paper- ] [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.  [Paper- ] [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.  [Paper- ] [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..  [Paper- ] [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.  [Paper- ] [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.  [Paper- ] [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. [Paper- ] [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.  [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. [Paper- ] [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. [Paper- ] [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.  [Paper- ] [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.  [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.  [Paper- ] [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. ” [Paper- ] [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. [Paper- ]  [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. [Paper- ] [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. [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.  [Paper- ]  [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.    [Paper- ]  [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.   [Paper- ] [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.    [Paper- ]  [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.   [Paper- ]  [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.   [Paper- ]  [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.  [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.  [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.  [Paper- ] [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.  [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.   [Paper- ]  [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.     [Paper- ]  [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.  [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.  [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. [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.  [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.    [Paper- ] [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.  [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. [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.    [Paper- ] [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.  [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. [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.  [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.  [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.  [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.  [Paper- ] [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.  [Paper- ]  [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. [Paper- ]   
-  “Learning Distance Functions 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.   [Paper- ]  [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.   [Paper- ]  [Presentation- ]  [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.    [Paper- ]  [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.   [Paper- ]  [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. [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. [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.    [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.  [Paper- ] [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.     [Paper- ] [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.  [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.  [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) [Paper- ] [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.    [Paper- ] [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)  [Paper- ] [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. [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.   [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.  [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. [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. [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. [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. [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.  [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.  [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. [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.  [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.  [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.    [Paper- ] [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.   [Paper- ] [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. [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) [poster- ] [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.   [Paper- ] [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. [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.  [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.   [Paper- ] [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.  [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.  [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.    [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.    [Paper- ] [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.   [Paper- ] [Presentation- ] [poster- ] [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.    [Paper- ] [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.  [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.  [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.    [Paper- ] [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.    [Paper- ] [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.   [Paper- ] [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.    [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.  [PDF- ] [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.   [Paper- ] [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.    [Paper- ] [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.  [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.   [Paper- ] [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.    [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.  [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.   [Paper- ] [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.   [Paper- ] [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.  [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.   [Paper- ] [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.   [Paper- ] [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.   [Paper- ] [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.    [Paper- ] [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.   [Paper- ] [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.    [Paper- ] [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.  [Paper- ] [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.  [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.  [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.  [Paper- ] [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.   [Paper- ] [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.  [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.   [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.  [Paper- ]  [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.  [Paper- ]  [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.  [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.  [Paper- ]  [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.   [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.  [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.  [Paper- ]  [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.  [Paper- ]  [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.  [Paper- ]  [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 .  [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.  [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.  [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. [Paper- ]  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [Paper- ]  [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.  [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.   [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. [Paper- ] (Chinese version)  [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.  [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.  [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.  [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.  [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.  [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.  [Paper- ]  [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.  [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.  [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.  [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.  [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.  [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.  [Paper- ]  [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.  [Paper- ]  [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.  [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.  [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.  [Paper- ]  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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. [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.  [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.  [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. [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.  [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. [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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.  [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,”  M.R. Lyu- ,  in SIGSOFT Softw. Eng. Notes- , New York, USA, April 1991, pp. 23-30.  [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.  [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.