LYU, Rung-Tsong Michael

Department of Computer Science and Engineering
The Chinese University of Hong Kong

Office: +(852) 3943 8429

Fax: (+852)2603 5024

E-mail:

Expertise

Software engineering, dependable computing, distributed systems, cloud computing, mobile networking, big data, and machine learning.

Education

Degree Date School
Ph.D. CS May 1988 University of California, Los Angeles
M.S.ECE Dec.1984 University of California, Santa Barbara
B.S.EE June 1981 National Taiwan University
Ph.D. Major Computer Architectures
Ph.D. Minors Software Systems and Computer Networks
Ph.D. Thesis "A Design Paradigm for Multi-Version Software"
Thesis Advisor Professor Algirdas Avizienis

 

Employment History

08/2017 - present   Department Chairman, Computer Science & Engineering Dept., The Chinesee University of Hong Kong

 

2002 - present   Professor, Computer Science & Engineering Dept., The Chinesee University of Hong Kong

 

1997 – 2001  Associate Professor, Computer Science & Engineering Dept., The Chinese University of Hong Kong

Teaching and research activities in software engineering, fault-tolerant computing, distributed systems, Internet engineering, and E-commerce technologies.

 

1995 - 1997   Member of Technical Staff, Bell Labs.

Research areas include software reliability engineering, software fault tolerance, distributed systems, software systems analyses and tools, software architecture design and evaluation, and fault injection experiment.

 

1996 - 2001  Adjunct Faculty Member, University of Maryland

Part-time activities involving teaching graduate courses and supervising graduate students in the Software Reliability Engineering Program.

 

1992 - 1995   Member of Technical Staff, Applied Research Area, Bellcore

Research areas include software engineering, software reliability, software testing, software analyses and tools, and fault-tolerant computing.

 

1990 - 1992  Assistant Professor and Laboratory Co-Director, Department of ECE, the University of Iowa .

Research areas include software engineering, parallel processing, fault-tolerant computing, distributed system architectures, and hardware/software interactions.

 

1988 - 1990  Member of Technical Staff, Jet Propulsion Laboratory

Conducted and Managed research projects on software quality assurance and software reliability engineering for lab-wide projects.

Awards and Honors

  • ACM Fellow, 2015. Citation: For contributions to the theory and practice of software reliability engineering.
  • Vannevar Bush Best Paper Award, 2012 ACM/IEEE Joint Conference on Digital Libraries.
  • IEEE Reliability Society 2010 Engineer of the Year. Citation: for achievements in software reliability modeling, measurement, and engineering.
  • ACM SIGSOFT Distinguished Paper Award, 2010 International Conference on Software Engineering.
  • Best Student Paper Award, 2010 International Conference on Web Services.
  • Meritorious Service Award, IEEE Computer Society, for leadership and sustained contribution to ISSRE at each and every one of the conferences in its evolution and history over the past 20 years. Received on November 16, 2009.
  • Golden Core Member, IEEE Computer Society, as one of the distinguished core of dedicated volunteers and staff whose leadership and service have made the IEEE Computer Society the world’s preeminent association of computing professionals. Membership in 2009.
  • Croucher Senior Fellow, 2008-9. A total of HK$720K was awarded, including salary for a replacement teacher and personal cash award.
  • AAAS Fellow, 2007. Citation: distinguished contributions to the fields of software engineering and dependable computing, particularly for advancement of software reliability engineering and software fault tolerance.
  • IEEE Fellow, 2004. Citation: for contributions to software reliability engineering and software fault tolerance.
  • Best Paper Award, 2003 International Symposium on Software Reliability Engineering.
  • Best Poster Paper Award, 2002 World Wide Web Conference.
  • Advisor of the winning team of the Best .NET Application of the Year Award, in Hong Kong Microsoft Web Service Xcellence Competition, 2002; HK$50K awarded.
  • Best Paper Award, 1998 International Symposium on Software Reliability Engineering.

Book, Chapter of Book and Editorship

  • SE = Software Engineering
  • DS = Distributed System, Networking, Web services
  • MM = Multimedia
  • ML = Machine Learning

Publications

  1. “Social Recommendation in Dynamic Networks,” Hao Ma, Irwin King, Michael R. Lyu, in Encyclopedia of Social Network Analysis and Mining, pp. 2772-2778, Published by Springer, 2018.
    Paper [ML]

  2. “Point-of-Interest Recommendation in Location-Based Social Networks,” Shenglin Zhao, Michael R. Lyu, Irwin King, in Springer Briefs in Computer Science, pp. 1-99, Published by Springer, 2018.
    Paper [ML]

  3. QoS Prediction in Cloud and Service Computing: Approaches and Applications,” Yilei Zhang, Michael R. Lyu, in Springer Briefs in Computer Science, pp. 1-122, Published by Springer, 2017.
    Paper [DS]

  4. QoS-Aware Web Service Recommendation via Collaborative Filtering,” Xi Chen, Zibin Zheng, Michael R. Lyu, in Web Services Foundations, pp. 563-588, Published by Springer, 2014.
    Paper [DS]

  5. “Social Recommendation in Dynamic Networks,” Hao Ma, Irwin King, Michael R. Lyu, in Encyclopedia of Social Network Analysis and Mining, pp. 1923-1929, Published by Springer, 2014.
    Paper [ML]

  6. QoS Management of Web Services,” Zibin Zheng, Michael R. Lyu, in Advanced Topics in Science and Technology in China, pp. 1-162, Published by Springer, 2013.
    Paper [DS]

  7. “Proceedings of the 2011 IEEE/IFIP 41st International Conference on Dependable Systems and Networks,” Michael R. Lyu (ed.), Sy-Yen Kuo, Published by IEEE Computer Society, 2011.
    Paper [SE]

  8. “Sparse Learning Under Regularization Framework: Theory and Applications,” Haiqin Yang, Irwin King, Michael R. Lyu, in , pp. 1-152, Published by LAP LAMBERT Academic Publishing, 2011.
    Paper [ML]

  9. “More Than Semi-Supervised Learning: A Unified View on Learning with Labeled and Unlabeled Data,” Zenglin Xu, Irwin King, Michael R. Lyu, in , pp. 1-132, Published by LAP LAMBERT Academic Publishing, 2010.
    Paper [ML]

  10. “A Tutorial on RDF with Jena,” Wan Yeung Wong, Tak Pang Lau, Irwin King, Michael R. Lyu, in Services and Business Computing Solutions with XML: Applications for Quality Management and Best Processes, chap. 12, pp. 197-216, Published by IGI Global, 2009.
    Paper [ML]

  11. “Machine Learning: Modeling Data Locally and Globally,” Kaizhu Huang, Haiqin Yang, Michael R. Lyu, in Advanced Topics in Science and Technology in China, pp. 1-169, Published by Springer, 2008.
    Paper [ML]

  12. “A Tutorial on RDF with Jena,” Wan Yeung Wong, Tak Pang Lau, Irwin King, Michael R. Lyu, in Advances in Electronic Business, vol. 2, chap. 5, pp. 116-140, Published by IGI Global, 2007.
    Paper [ML]

  13. “A Novel Discriminative Naive Bayesian Network for Classification,” Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, Zhangbing Zhou, in Bayesian Network Technologies: Applications and Graphical Models, chap. 1, pp. 1-12, Published by IGI Global, 2007.
    Paper [ML]

  14. “A Framework for Indexing Personal Videoconference,” Jiqiang Song, Michael R. Lyu, Jenq-Neng Hwang, in Video Data Management and Information Retrieval, chao. 13, pp. 293-320, Published by Idea Group Publishing, 2005.
    Paper [ML]

  15. “Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, in Support Vector Machines: Theory and Applications, pp. 113-131, Published by Springer, 2005.
    Paper [ML]

  16. “A Generic Environment for COTS Testing and Quality Prediction,” Xia Cai, Michael R. Lyu, Kam-Fai Wong, in Testing Commercial-off-the-Shelf Components and Systems, pp. 315-347, Published by Springer, 2005.
    Paper [SE]

  17. “Improving Chow-Liu Tree Performance by Mining Association Rules,” Kaizhu Huang, Irwin King, Michael R. Lyu, Haiqin Yang, in Neural Information Processing: Research and Development, pp. 94-112, Published by Springer, 2004.
    Paper [ML]

  18. “Software Reliability Theory,” Michael R. Lyu, in Encyclopedia of Software Engineering, pp. 1611-1630, Published by Wiley, 2002.
    Paper [SE]

  19. “Proceedings of the Tenth International World Wide Web Conference,” Vincent Y. Shen, Nobuo Saito, Michael R. Lyu (ed.), Mary E. Zurko, Published by ACM, 2001.
    Paper [DS]

  20. “Pseudoinverse Learning Algorithm for Feedfoword Neural Networks,” Ping Guo, Michael R. Lyu, in Advances in Neural Networks and Applications, pp. 321-326, Published by World Scientific and Engineering Academy and Society, 2001.
    Paper [ML]

  21. “The Mobile Code Paradigm and Its Security Issues,” Anthony Chan, Michael R. Lyu, in World Wide Web: Technologies and Applications for the New Millennium, pp. 353-357, Published by CSREA Press, 1999.
    Paper [DS]

  22. “A Web-Based Customized Virtual Learning Environment,” Sam Ka-po Ma, Michael R. Lyu, in World Wide Web: Technologies and Applications for the New Millennium, pp. 37-43, Published by CSREA Press, 1999.
    Paper [DS]

  23. “Software Reliability,” S. R. Dalal, Michael R. Lyu, C. L. Mallows, in Encyclopedia of Biostatistics, vol. 5, pp. 4550-4555, Published by Wiley, 1998.
    Paper [SE]

  24. “Software Reliability Measurement Experience,” Allen P. Nikora, Michael R. Lyu, in Handbook of Software Reliability Engineering, chap. 7, Published by McGraw-Hill, 1996.
    Paper [SE]

  25. “Handbook of Software Reliability Engineering,” Michael R. Lyu (ed.), Published by McGraw-Hill, 1996.
    Paper [SE]

  26. “Software Reliability Process Simulation,” Robert C. Tausworthe, Michael R. Lyu, in Handbook of Software Reliability Engineering, chap. 16, Published by McGraw-Hill, 1996.
    Paper [SE]

  27. “Dependability Modeling for Fault-Tolerant Software & Systems,” Joanne B. Dugan, Michael R. Lyu, in Software Fault Tolerance, chap. 5, pp. 109-138, Published by Wiley, 1995.
    Paper [SE]

  28. “Software Fault Tolerance,” Michael R. Lyu (ed.), Published by Wiley, 1995.
    Paper [SE]

  29. “System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures,” Joanne B. Dugan, Michael R. Lyu, in Dependable Computing and Fault-Tolerant Systems, vol. 9, pp.459-477, Published by Springer, 1994.
    Paper [SE]

  30. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” Michael R. Lyu, Algirdas Avizienis, in Fault-Tolerant Software Systems: Techniques and Applications, pp. 45-54, Published by IEEE Computer Society Press, 1992.
    Paper [SE]

  31. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” Michael R. Lyu, Algirdas Avizienis, in Dependable Computing and Fault-Tolerant Systems, vol. 6, pp. 197-218, Published by Springer, 1992.
    Paper [SE]

  32. “DEDIX 87: A Supervisory System for Design Diversity Experiments at UCLA,” Algirdas Avizienis, Michael R. Lyu, Werner Schuetz, Kam-Sing Tso, Udo Voges, in Software Diversity in Computerized Control Systems, pp. 129-168, Published by Springer, 1988.
    Paper [SE]

Journal

Journal Papers



—-2021—-

  1. “Do Users Care about Ad's Performance Costs? Exploring the Effects of the Performance Costs of In-App Ads on User Experience,” Cuiyun Gao, Jichuan Zeng, Federica Sarro, David Lo, Irwin King, Michael R. Lyu, Information and Software Technology (IST), vol. 138, no. 106471, 2021.
    Paper [SE]

  2. “Making Online Sketching Hashing Even Faster,” Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 33, no. 3, pp. 1089-1101, 2021.
    Paper [ML]



    —-2020—-
  3. “CDS: A Cross-Version Software Defect Prediction Model with Data Selection,” Jie Zhang, Jiajing Wu, Chun Lung Philip Chen, Zibin Zheng, Michael R. Lyu, IEEE Access (ACCESS), vol. 8, pp. 110059-110072, 2020.
    Paper [SE]

  4. “Layered Obfuscation: A Taxonomy of Software Obfuscation Techniques for Layered Security,” Hui Xu, Yangfan Zhou, Jiang Ming, Michael R. Lyu, Cybersecurity (CYBERSECURITY), vol. 3, no. 9, pp. 1-18, 2020.
    Paper [SE]

  5. “Expert Perspectives on AI,” Anita D. Carleton, Erin Harper, Michael R. Lyu, Sigrid Eldh, Tao Xie, Tim Menzies, IEEE Software (SOFTWARE), vol. 37, no. 4, pp. 87-94, 2020.
    Paper [SE]

  6. “The AI Effect: Working at the Intersection of AI and SE,” Anita D. Carleton, Erin Harper, Tim Menzies, Tao Xie, Sigrid Eldh, Michael R. Lyu, IEEE Software (SOFTWARE), vol. 37, no. 4, pp. 26-35, 2020.
    Paper [SE]

  7. “Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs,” Hui Xu, Zirui Zhao, Yangfan Zhou, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 17, no. 6, pp. 1243-1256, 2020.
    Paper [SE]

  8. “Effective Data-Aware Covariance Estimator from Compressed Data,” Xixian Chen, Haiqin Yang, Shenglin Zhao, Michael R. Lyu, Irwin King, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 31, no. 7, pp. 2441-2454, 2020.
    Paper [ML]

  9. “Why an Android App Is Classified as Malware? Towards Malware Classification Interpretation,” Bozhi Wu, Sen Chen, Cuiyun Gao, Lingling Fan, Yang Liu, Weiping Wen, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), Accepted for Publication, 2020.
    Paper [SE]

  10. “Random Priority-Based Thrashing Control for Distributed Shared Memory,” Yi-Wei Ci, Michael R. Lyu, Zhan Zhang, De-Cheng Zuo, Xiao-Zong Yang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 31, no. 3, pp. 663-674, 2020.
    Paper [DS]

  11. “Incorporating Geographical Location for Team Formation in Social Coding Sites,” Liang Chen, Yongjian Ye, Angyu Zheng, Fenfang Xie, Zibin Zheng, Michael R. Lyu, World Wide Web: Internet and Web Information Systems (WWW), vol. 23, no. 1, pp. 153-174, 2020.
    Paper [DS]



    —-2019—-
  12. “What You Say and How You Say It: Joint Modeling of Topics and Discourse in Microblog Conversations,” Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King, Transactions of the Association for Computational Linguistics (TACL), vol. 7, pp. 267-281, 2019.
    Paper [ML]



    —-2018—-
  13. “Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation,” Shenglin Zhao, Irwin King, Michael R. Lyu, Neural Processing Letters (NPLETT), vol. 47, no. 3, pp. 975-992, 2018.
    Paper [ML]

  14. “Overlapping Community Detection with Preference and Locality Information: A Non-Negative Matrix Factorization Approach,” Hongyi Zhang, Xingyu Niu, Irwin King, Michael R. Lyu, Social Network Analysis and Mining (SNAM), vol. 8, no. 1, pp. 43:1-43:14, 2018.
    Paper [ML]

  15. “ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy,” Pengfei Chen, Yong Qi, Xinyi Li, Di Hou, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 15, no. 4, pp. 675-693, 2018.
    Paper [SE]

  16. “Towards Automated Log Parsing for Large-Scale Log Data Analysis,” Pinjia He, Jieming Zhu, Shilin He, Jian Li, Michael R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), vol. 15, no. 6, pp. 931-944, 2018.
    Paper [SE]

  17. “Online Nonlinear AUC Maximization for Imbalanced Data Sets,” Junjie Hu, Haiqin Yang, Michael R. Lyu, Irwin King, Anthony Man-Cho So, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 29, no. 4, pp. 882-895, 2018.
    Paper [ML]

  18. “MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs,” Guanhong Tao, Zibin Zheng, Ziying Guo, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 67, no. 1, pp. 355-369, 2018.
    Paper [SE]

  19. “A Data Set for User Request Trace-Oriented Monitoring and Its Applications,” Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 11, no. 4, pp. 699-712, 2018.
    Paper [DS]



    —-2017—-
  20. “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization,” Jieming Zhu, Pinjia He, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 28, no. 10, pp. 2911-2924, 2017.
    Paper [DS]

  21. “Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization,” Ao Zhou, Shangguang Wang, Bo Cheng, Zibin Zheng, Fangchun Yang, Rong N. Chang, Michael R. Lyu, Rajkumar Buyya, IEEE Transactions on Services Computing (TSC), vol. 10, no. 6, pp. 902-913, 2017.
    Paper [DS]

  22. “Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems,” Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 43, no. 6, pp. 556-579, 2017.
    Paper [SE]



    —-2016—-
  23. “Assessing the Security Properties of Software Obfuscation,” Hui Xu, Michael R. Lyu, IEEE Security and Privacy (SECURPRIV), vol. 14, no. 5, pp. 80-83, 2016.
    Paper [SE]

  24. “On Cloud Service Reliability Enhancement with Optimal Resource Usage,” Ao Zhou, Shangguang Wang, Zibin Zheng, Ching-Hsien Hsu, Michael R. Lyu, Fangchun Yang, IEEE Transactions on Cloud Computing (TCC), vol. 4, no. 4, pp. 452-466, 2016.
    Paper [DS]

  25. “A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks,” Chen Cheng, Haiqin Yang, Irwin King, Michael R. Lyu, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 8, no. 1, pp. 10:1-10:21, 2016.
    Paper [ML]

  26. “Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization,” Jianlong Xu, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 65, no. 1, pp. 28-37, 2016.
    Paper [SE]

  27. “A Spatial-Temporal QoS Prediction Approach for Time-Aware Web Service Recommendation,” Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, Michael R. Lyu, ACM Transactions on the Web (TWEB), vol. 10, no. 1, pp. 7:1-7:25, 2016.
    Paper [DS]



    —-2015—-
  28. “Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction,” Ning Wang, Michael R. Lyu, IEEE Journal of Biomedical and Health Informatics (JBHI), vol. 19, no. 5, pp. 1648-1659, 2015.
    Paper [ML]

  29. “A Topic-Biased User Reputation Model in Rating Systems,” Baichuan Li, Rong-Hua Li, Irwin King, Michael R. Lyu, Jeffrey Xu Yu, Knowledge and Information Systems (KAIS), vol. 44, no. 3, pp. 581-607, 2015.
    Paper [ML]

  30. “Learning to Suggest Questions in Social Media,” Tom Chao Zhou, Michael R. Lyu, Irwin King, Jie Lou, Knowledge and Information Systems (KAIS), vol. 43, no. 2, pp. 389-416, 2015.
    Paper [ML]

  31. “Budget Constrained Non-Monotonic Feature Selection,” Haiqin Yang, Zenglin Xu, Michael R. Lyu, Irwin King, Neural Networks (NEURNET), vol. 71, pp. 214-224, 2015.
    Paper [ML]

  32. “Maximum Margin Semi-Supervised Learning with Irrelevant Data,” Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu, Neural Networks (NEURNET), vol. 70, pp. 90-102, 2015.
    Paper [ML]

  33. “Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview,” Zibin Zheng, Michael R. Lyu, Huaimin Wang, Science China Information Sciences (SCIS), vol. 58, no. 5, pp. 1-12, 2015.
    Paper [DS]

  34. “Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints,” Zibin Zheng, Michael R. Lyu, IEEE Transactions on Computers (TC), vol. 64, no. 1, pp. 219-232, 2015.
    Paper [DS]

  35. “Boosting Response Aware Model-Based Collaborative Filtering,” Haiqin Yang, Guang Ling, Yuxin Su, Michael R. Lyu, Irwin King, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 27, no. 8, pp. 2064-2077, 2015.
    Paper [ML]

  36. “Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems,” Shangguang Wang, Zibin Zheng, Zhengping Wu, Michael R. Lyu, Fangchun Yang, IEEE Transactions on Services Computing (TSC), vol. 8, no. 5, pp. 755-767, 2015.
    Paper [DS]

  37. “Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization,” Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 8, no. 3, pp. 398-409, 2015.
    Paper [DS]



    —-2014—-
  38. “CGA-Based Deadlock Solving Strategies towards Vehicle Sensing Systems,” Jianlong Xu, Zibin Zheng, Michael R. Lyu, EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN), vol. 1, no. 214, pp. 1-11, 2014.
    Paper [DS]

  39. “A Topology-Aware Method for Scientific Application Deployment on Cloud,” Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, Michael R. Lyu, International Journal of Web and Grid Services (IJWGS), vol. 10, no. 4, pp. 338-370, 2014.
    Paper [DS]

  40. “Clustering Web Services to Facilitate Service Discovery,” Jian Wu, Liang Chen, Zibin Zheng, Michael R. Lyu, Zhaohui Wu, Knowledge and Information Systems (KAIS), vol. 38, no. 1, pp. 207-229, 2014.
    Paper [ML]

  41. “Modeling and Exploiting Tag Relevance for Web Service Mining,” Liang Chen, Jian Wu, Zibin Zheng, Michael R. Lyu, Zhaohui Wu, Knowledge and Information Systems (KAIS), vol. 39, no. 1, pp. 153-173, 2014.
    Paper [ML]

  42. “Web Service Recommendation via Exploiting Location and QoS Information,” Xi Chen, Zibin Zheng, Qi Yu, Michael R. Lyu, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 25, no. 7, pp. 1913-1924, 2014.
    Paper [DS]

  43. “An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems,” Pengfei Zheng, Yong Qi, Yangfan Zhou, Pengfei Chen, Jianfeng Zhan, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 63, no. 4, pp. 927-943, 2014.
    Paper [SE]

  44. “Reliability-Based Design Optimization for Cloud Migration,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 7, no. 2, pp. 223-236, 2014.
    Paper [DS]

  45. “Investigating QoS of Real-World Web Services,” Zibin Zheng, Yilei Zhang, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 7, no. 1, pp. 32-39, 2014.
    Paper [DS]

  46. “An Online Performance Prediction Framework for Service-Oriented Systems,” Yilei Zhang, Zibin Zheng, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics: Systems (TSMC), vol. 44, no. 9, pp. 1169-1181, 2014.
    Paper [ML]



    —-2013—-
  47. “An Online Service-Oriented Performance Profiling Tool for Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, Gang Yin, Frontiers of Computer Science (FCS), vol. 7, no. 3, pp. 431-445, 2013.
    Paper [DS]

  48. “MDiag: Mobility-Assisted Diagnosis for Wireless Sensor Networks,” Junjie Xiong, Yangfan Zhou, Michael R. Lyu, Evan F. Y. Young, Journal of Network and Computer Applications (JNCA), vol. 36, no. 1, pp. 167-177, 2013.
    Paper [DS]

  49. “Efficient Online Learning for Multitask Feature Selection,” Haiqin Yang, Michael R. Lyu, Irwin King, ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 7, no. 2, pp. 6:1-6:27, 2013.
    Paper [ML]

  50. “Personalized Reliability Prediction of Web Services,” Zibin Zheng, Michael R. Lyu, ACM Transactions on Software Engineering and Methodology (TOSEM), vol. 22, no. 2, pp. 12:1-12:25, 2013.
    Paper [SE]

  51. “Toward Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 24, no. 6, pp. 1245-1255, 2013.
    Paper [DS]

  52. QoS Ranking Prediction for Cloud Services,” Zibin Zheng, Xinmiao Wu, Yilei Zhang, Michael R. Lyu, Jianmin Wang, IEEE Transactions on Parallel and Distributed Systems (TPDS), vol. 24, no. 6, pp. 1213-1222, 2013.
    Paper [DS]

  53. “Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering,” Huifeng Sun, Zibin Zheng, Junliang Chen, Michael R. Lyu, IEEE Transactions on Services Computing (TSC), vol. 6, no. 4, pp. 573-579, 2013.
    Paper [DS]

  54. “Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization,” Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King, IEEE Transactions on Services Computing (TSC), vol. 6, no. 3, pp. 289-299, 2013.
    Paper [DS]



    —-2012—-
  55. “A Spectral Clustering-Based Optimal Deployment Method for Scientific Application in Cloud Computing,” Pei Fan, Ji Wang, Zhenbang Chen, Zibin Zheng, Michael R. Lyu, International Journal of Web and Grid Services (IJWGS), vol. 8, no. 1, pp. 31-55, 2012.
    Paper [DS]

  56. “MatchSim: A Novel Similarity Measure Based on Maximum Neighborhood Matching,” Zhenjiang Lin, Michael R. Lyu, Irwin King, Knowledge and Information Systems (KAIS), vol. 32, no. 1, pp. 141-166, 2012.
    Paper [ML]

  57. “Localizing Root Causes of Performance Anomalies in Cloud Computing Systems by Analyzing Request Trace Logs,” Haibo Mi, Huaimin Wang, Yangfan Zhou, Michael R. Lyu, Hua Cai, Science China Information Sciences (SCIS), vol. 55, no. 12, pp. 2757-2773, 2012.
    Paper [DS]

  58. “Mining Web Graphs for Recommendations,” Hao Ma, Irwin King, Michael R. Lyu, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 24, no. 6, pp. 1051-1064, 2012.
    Paper [ML]

  59. “Component Ranking for Fault-Tolerant Cloud Applications,” Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King, IEEE Transactions on Services Computing (TSC), vol. 5, no. 4, pp. 540-550, 2012.
    Paper [DS]

  60. “Enhanced Models for Expertise Retrieval Using Community-Aware Strategies,” Hongbo Deng, Irwin King, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 42, no. 1, pp. 93-106, 2012.
    Paper [ML]



    —-2011—-
  61. “A Reliable and Efficient MAC Protocol for Underwater Acoustic Sensor Networks,” Junjie Xiong, Michael R. Lyu, Kam-Wing Ng, International Journal of Distributed Sensor Networks (IJDSN), vol. 7, no. 1, pp. 1-12, 2011.
    Paper [DS]

  62. “Learning to Recommend with Explicit and Implicit Social Relations,” Hao Ma, Irwin King, Michael R. Lyu, ACM Transactions on Intelligent Systems and Technology (TIST), vol. 2, no. 3, pp. 29:1-29:19, 2011.
    Paper [ML]

  63. “Efficient Sparse Generalized Multiple Kernel Learning,” Haiqin Yang, Zenglin Xu, Jieping Ye, Irwin King, Michael R. Lyu, IEEE Transactions on Neural Networks (TNN), vol. 22, no. 3, pp. 433-446, 2011.
    Paper [ML]

  64. “Improving Recommender Systems by Incorporating Social Contextual Information,” Hao Ma, Tom Chao Zhou, Michael R. Lyu, Irwin King, ACM Transactions on Information Systems (TOIS), vol. 29, no. 2, pp. 9:1-9:23, 2011.
    Paper [ML]

  65. “Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, Shuicheng Yan, ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), vol. 7, no. 1, pp. 4:1-4:24, 2011.
    Paper [MM]

  66. “Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models,” Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 60, no. 2, pp. 498-514, 2011.
    Paper [SE]

  67. QoS-Aware Web Service Recommendation by Collaborative Filtering,” Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King, IEEE Transactions on Services Computing (TSC), vol. 4, no. 2, pp. 140-152, 2011.
    Paper [DS]



    —-2010—-
  68. “A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, Ad Hoc Networks (ANET), vol. 8, no. 7, pp. 694-707, 2010.
    Paper [DS]

  69. “An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services,” Zibin Zheng, Michael R. Lyu, Empirical Software Engineering (EMSE), vol. 15, no. 4, pp. 323-345, 2010.
    Paper [SE]

  70. “Optimal Fault Tolerance Strategy Selection for Web Services,” Zibin Zheng, Michael R. Lyu, International Journal of Web Services Research (IJWSR), vol. 7, no. 4, pp. 21-40, 2010.
    Paper [DS]

  71. “Automatic String Test Data Generation for Detecting Domain Errors,” Ruilian Zhao, Michael R. Lyu, Yinghua Min, Software Testing, Verification and Reliability (STVR), vol. 20, no. 3, pp. 209-236, 2010.
    Paper [SE]

  72. “Bridging the Semantic Gap Between Image Contents and Tags,” Hao Ma, Jianke Zhu, Michael R. Lyu, Irwin King, IEEE Transactions on Multimedia (TMM), vol. 12, no. 5, pp. 462-473, 2010.
    Paper [MM]

  73. “Discriminative Semi-Supervised Feature Selection via Manifold Regularization,” Zenglin Xu, Irwin King, Michael R. Lyu, Rong Jin, IEEE Transactions on Neural Networks (TNN), vol. 21, no. 7, pp. 1033-1047, 2010.
    Paper [ML]



    —-2009—-
  74. “On Sensor Network Reconfiguration for Downtime-Free System Migration,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, Mobile Networks and Applications (MNA), vol. 14, no. 2, pp. 241-252, 2009.
    Paper [DS]

  75. “Arbitrary Norm Support Vector Machines,” Kaizhu Huang, Danian Zheng, Irwin King, Michael R. Lyu, Neural Computation (NEURCOM), vol. 21, no. 2, pp. 560-582, 2009.
    Paper [ML]

  76. “A Novel Kernel-Based Maximum a Posteriori Classification Method,” Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu, Neural Networks (NEURNET), vol. 22, no. 7, pp. 977-987, 2009.
    Paper [ML]

  77. “Localized Support Vector Regression for Time Series Prediction,” Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 72, no. 10-12, pp. 2659-2669, 2009.
    Paper [ML]

  78. “Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval,” Steven C. H. Hoi, Rong Jin, Michael R. Lyu, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 21, no. 9, pp. 1233-1248, 2009.
    Paper [ML]

  79. “Semisupervised SVM Batch Mode Active Learning with Applications to Image Retrieval,” Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R. Lyu, ACM Transactions on Information Systems (TOIS), vol. 27, no. 3, pp. 16:1-16:29, 2009.
    Paper [ML]

  80. “A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,” Jianke Zhu, Michael R. Lyu, Thomas S. Huang, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 31, no. 7, pp. 1210-1224, 2009.
    Paper [MM]

  81. “A Volume-Based Heat-Diffusion Classifier,” Haixuan Yang, Michael R. Lyu, Irwin King, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 39, no. 2, pp. 417-430, 2009.
    Paper [ML]

  82. “An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, IEEE Transactions on Vehicular Technology (TVT), vol. 58, no. 9, pp. 5083-5094, 2009.
    Paper [DS]



    —-2008—-
  83. “A Study of Regularized Gaussian Classifier in High-Dimension Small Sample Set Case Based on MDL Principle with Application to Spectrum Recognition,” Ping Guo, Yunde Jia, Michael R. Lyu, Pattern Recognition (PR), vol. 41, no. 9, pp. 2842-2854, 2008.
    Paper [MM]

  84. “Face Annotation Using Transductive Kernel Fisher Discriminant,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, IEEE Transactions on Multimedia (TMM), vol. 10, no. 1, pp. 86-96, 2008.
    Paper [MM]

  85. “A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval,” Steven C. H. Hoi, Michael R. Lyu, IEEE Transactions on Multimedia (TMM), vol. 10, no. 4, pp. 607-619, 2008.
    Paper [MM]

  86. “Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, IEEE Transactions on Neural Networks (TNN), vol. 19, no. 2, pp. 260-272, 2008.
    Paper [ML]

  87. “Robust Regularized Kernel Regression,” Jianke Zhu, Steven C. H. Hoi, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 38, no. 6, pp. 1639-1644, 2008.
    Paper [ML]



    —-2007—-
  88. “A Hybrid Particle Swarm Optimization-Back-Propagation Algorithm for Feedforward Neural Network Training,” Jing-Ru Zhang, Jun Zhang, Tat-Ming Lok, Michael R. Lyu, Applied Mathematics and Computation (AMC), vol. 185, no. 2, pp. 1026-1037, 2007.
    Paper [ML]

  89. “A Hierarchical Mixture Model for Software Reliability Prediction,” Shaoming Li, Qian Yin, Ping Guo, Michael R. Lyu, Applied Mathematics and Computation (AMC), vol. 185, no. 2, pp. 1120-1130, 2007.
    Paper [ML]

  90. “An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks,” Edith C. H. Ngai, Jiangchuan Liu, Michael R. Lyu, Computer Communications (COMPCOMM), vol. 30, no. 11-12, pp. 2353-2364, 2007.
    Paper [DS]

  91. “Feature Selection Based on Minimum Error Minimax Probability Machine,” Zenglin Xu, Irwin King, Michael R. Lyu, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 21, no. 8, pp. 1279-1292, 2007.
    Paper [ML]

  92. “Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network,” Ping Guo, Hongzhai Li, Michael R. Lyu, International Journal of Wavelets, Multiresolution and Information Processing (IJWMIP), vol. 5, no. 1, pp. 15-26, 2007.
    Paper [ML]

  93. “The Generalized Dependency Degree Between Attributes,” Haixuan Yang, Irwin King, Michael R. Lyu, Journal of the Association for Information Science and Technology (JASIST), vol. 58, no. 14, pp. 2280-2294, 2007.
    Paper [ML]

  94. “Extraction and Segmentation of Tables from Chinese Ink Documents Based on a Matrix Model,” Xi-Wen Zhang, Michael R. Lyu, Guozhong Dai, Pattern Recognition (PR), vol. 40, no. 7, pp. 1855-1867, 2007.
    Paper [MM]

  95. “An Assessment of Testing-Effort Dependent Software Reliability Growth Models,” Chin-Yu Huang, Sy-Yen Kuo, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 56, no. 2, pp. 198-211, 2007.
    Paper [SE]



    —-2006—-
  96. “Predicting Protein Interaction Sites from Residue Spatial Sequence Profile and Evolution Rate,” Bing Wang, Peng Chen, De-Shuang Huang, Jing-jing Li, Tat-Ming Lok, Michael R. Lyu, Federation of European Biochemical Societies Letters (FEBSLETT), vol. 580, no. 2, pp. 380-384, 2006.
    Paper [ML]

  97. “A Modified Learning Algorithm Incorporating Additional Functional Constraints into Neural Networks,” Fei Han, Xu-Qin Li, Michael R. Lyu, Tat-Ming Lok, International Journal of Pattern Recognition and Artificial Intelligence (IJPRAI), vol. 20, no. 2, pp. 129-142, 2006.
    Paper [ML]

  98. “Collaborative Image Retrieval via Regularized Metric Learning,” Luo Si, Rong Jin, Steven C. H. Hoi, Michael R. Lyu, Multimedia Systems (MMSYS), vol. 12, no. 1, pp. 34-44, 2006.
    Paper [MM]

  99. “Nonnegative Independent Component Analysis Based on Minimizing Mutual Information Technique,” Chun-Hou Zheng, De-Shuang Huang, Zhan-Li Sun, Michael R. Lyu, Tat-Ming Lok, Neurocomputing (NEUROCOMPUTING), vol. 69, no. 7-9, pp. 878-883, 2006.
    Paper [ML]

  100. “A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimization,” Jun Zhang, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 69, no. 16-18, pp. 2396-2401, 2006.
    Paper [ML]

  101. “Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes,” Jing-Jing Li, De-Shuang Huang, Tat-Ming Lok, Michael R. Lyu, Yi-Xue Li, Yun-Ping Zhu, Protein and Peptide Letters (PPLETT), vol. 13, no. 4, pp. 391-396, 2006.
    Paper [ML]

  102. “How Should Software Reliability Engineering (SRE) Be Taught?,” Mario Garzia, John P. Hudepohl, Will Snipes, Michael R. Lyu, John D. Musa, Carol S. Smidts, Laurie A. Williams, ACM SIGSOFT Software Engineering Notes (SEN), vol. 31, no. 4, pp. 1-5, 2006.
    Paper [SE]

  103. “Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, IEEE Transactions on Biomedical Engineering (TBME), vol. 53, no. 5, pp. 821-831, 2006.
    Paper [ML]

  104. “A Novel Shrinkage Technique Based on the Normal Inverse Gaussian Density Model,” Li Shang, Kang Li, Tat-Ming Lok, Michael R. Lyu, Transactions of the Institute of Measurement and Control (TIMC), vol. 28, no. 1, pp. 109-119, 2006.
    Paper [ML]

  105. “A Unified Log-Based Relevance Feedback Scheme for Image Retrieval,” Steven C. H. Hoi, Michael R. Lyu, Rong Jin, IEEE Transactions on Knowledge and Data Engineering (TKDE), vol. 18, no. 4, pp. 509-524, 2006.
    Paper [ML]

  106. “Incorporating Fault Debugging Activities into Software Reliability Models: A Simulation Approach,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, IEEE Transactions on Reliability (TR), vol. 55, no. 2, pp. 281-292, 2006.
    Paper [SE]

  107. “Imbalanced Learning with a Biased Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 36, no. 4, pp. 913-923, 2006.
    Paper [ML]

  108. “Extraction of Line Segments and Circular Arcs From Freehand Strokes Based on Segmental Homogeneity Features,” Xi-Wen Zhang, Jiqiang Song, Guozhong Dai, Michael R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 36, no. 2, pp. 300-311, 2006.
    Paper [ML]



    —-2005—-
  109. “Reliability Assessment and Sensitivity Analysis of Software Reliability Growth Modeling Based on Software Module Structure,” Jung-Hua Lo, Chin-Yu Huang, Ing-Yi Chen, Sy-Yen Kuo, Michael R. Lyu, Journal of Systems and Software (JSS), vol. 76, no. 1, pp. 3-13, 2005.
    Paper [SE]

  110. “A Hough Transform Based Line Recognition Method Utilizing Both Parameter Space and Image Space,” Jiqiang Song, Michael R. Lyu, Pattern Recognition (PR), vol. 38, no. 4, pp. 539-552, 2005.
    Paper [MM]

  111. “The Effect of Code Coverage on Fault Detection under Different Testing Profiles,” Xia Cai, Michael R. Lyu, ACM SIGSOFT Software Engineering Notes (SEN), vol. 30, no. 4, pp. 1-7, 2005.
    Paper [SE]

  112. “A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction,” Michael R. Lyu, Jiqiang Song, Min Cai, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 15, no. 2, pp. 243-255, 2005.
    Paper [MM]

  113. “A Novel Scheme for Hybrid Digital Video Watermarking: Approach, Evaluation and Experimentation,” Pat Pik-Wah Chan, Michael R. Lyu, Roland T. Chin, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 15, no. 12, pp. 1638-1649, 2005.
    Paper [MM]

  114. “Optimal Release Time for Software Systems Considering Cost, Testing-Effort, and Test Efficiency,” Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 54, no. 4, pp. 583-591, 2005.
    Paper [SE]

  115. “Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development,” Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 54, no. 4, pp. 592-603, 2005.
    Paper [SE]

  116. “Reliability Analysis for Various Communication Schemes in Wireless CORBA,” Xinyu Chen, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 54, no. 2, pp. 232-242, 2005.
    Paper [SE]

  117. “A Simulation Approach to Structure-Based Software Reliability Analysis,” Swapna S. Gokhale, Michael R. Lyu, IEEE Transactions on Software Engineering (TSE), vol. 31, no. 8, pp. 643-656, 2005.
    Paper [SE]

  118. “Recognition of Merged Characters Based on Forepart Prediction, Necessity-Sufficiency Matching, and Character-Adaptive Masking,” Jiqiang Song, Zuo Li, Michael R. Lyu, Shijie Cai, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 35, no. 1, pp. 2-11, 2005.
    Paper [ML]



    —-2004—-
  119. “Design and Evaluation of a Fault-Tolerant Mobile-Agent System,” Michael R. Lyu, Xinyu Chen, Tsz Yeung Wong, IEEE Intelligent Systems (INTELLSYST), vol. 19, no. 5, pp. 32-38, 2004.
    Paper [SE]

  120. “The Minimum Error Minimax Probability Machine,” Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Laiwan Chan, Journal of Machine Learning Research (JMLR), vol. 5, pp. 1253-1286, 2004.
    Paper [ML]

  121. “A Pseudoinverse Learning Algorithm for Feedforward Neural Networks with Stacked Generalization Applications to Software Reliability Growth Data,” Ping Guo, Michael R. Lyu, Neurocomputing (NEUROCOMPUTING), vol. 56, pp. 101-121, 2004.
    Paper [ML]

  122. “Extraction of Karyocytes and Their Components from Microscopic Bone Marrow Images Based on Regional Color Features,” Xi-Wen Zhang, Jiqiang Song, Michael R. Lyu, Shijie Cai, Pattern Recognition (PR), vol. 37, no. 2, pp. 351-361, 2004.
    Paper [MM]

  123. “Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain,” Swapna S. Gokhale, Michael R. Lyu, Kishor S. Trivedi, Software Quality Journal (SQJ), vol. 12, no. 3, pp. 211-230, 2004.
    Paper [SE]

  124. “Effective Multiresolution Arc Segmentation: Algorithms and Performance Evaluation,” Jiqiang Song, Michael R. Lyu, Shijie Cai, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 26, no. 11, pp. 1491-1506, 2004.
    Paper [MM]



    —-2003—-
  125. “A Unified Scheme of Some Nonhomogenous Poisson Process Models for Software Reliability Estimation,” Chin-Yu Huang, Michael R. Lyu, Sy-Yen Kuo, IEEE Transactions on Software Engineering (TSE), vol. 29, no. 3, pp. 261-269, 2003.
    Paper [SE]

  126. “Regularization Parameter Estimation for Feedforward Neural Networks,” Ping Guo, Michael R. Lyu, C. L. Philip Chen, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) (TSMC), vol. 33, no. 1, pp. 35-44, 2003.
    Paper [ML]



    —-2002—-
  127. “Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and a Generic Assessment Environment,” Xia Cai, Michael R. Lyu, Kam-Fai Wong, International Journal of Software Engineering and Knowledge Engineering (IJSEKE), vol. 12, no. 2, pp. 107-133, 2002.
    Paper [SE]

  128. “Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang model,” Ping Guo, C. L. Philip Chen, Michael R. Lyu, IEEE Transactions on Neural Networks (TNN), vol. 13, no. 3, pp. 757-763, 2002.
    Paper [ML]

  129. “Optimal Allocation of Test Resources for Software Reliability Growth Modeling in Software Development,” Michael R. Lyu, Sampath Rangarajan, Aad P. A. van Moorsel, IEEE Transactions on Reliability (TR), vol. 51, no. 2, pp. 183-192, 2002.
    Paper [SE]



    —-2001—-
  130. “Analysis of Privacy and Non-Repudiation on Pay-TV Systems,” Ronggong Song, Michael R. Lyu, IEEE Transactions on Consumer Electronics (TCE), vol. 47, no. 4, pp. 729-733, 2001.
    Paper [DS]

  131. “Effect of Code Coverage on Software Reliability Measurement,” Mei-Hwa Chen, Michael R. Lyu, W. Eric Wong, IEEE Transactions on Reliability (TR), vol. 50, no. 2, pp. 165-170, 2001.
    Paper [SE]

  132. “Framework for Modeling Software Reliability, Using Various Testing-Efforts and Fault-Detection Rates,” Sy-Yen Kuo, Chin-Yu Huang, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 50, no. 3, pp. 310-320, 2001.
    Paper [SE]



    —-1998—-
  133. “Reliability-Oriented Software Engineering: Design, Testing, and Evaluation Techniques,” Michael R. Lyu, IEE Proceedings - Software (IEEPSOFTWARE), vol. 145, no. 6, pp. 191-197, 1998.
    Paper [SE]



    —-1996—-
  134. “A Generalized Technique for Simulating Software Reliability,” Robert C. Tausworthe, Michael R. Lyu, IEEE Software (SOFTWARE), vol. 13, no. 2, pp. 77-88, 1996.
    Paper [SE]



    —-1994—-
  135. “Achieving Software Quality with Testing Coverage Measures,” Joseph R. Horgan, Saul London, Michael R. Lyu, Computer (COMPUTER), vol. 27, no. 9, pp. 60-69, 1994.
    Paper [SE]

  136. “Experience in Metrics and Measurements for N-Version Programming,” Michael R. Lyu, Jia-Hong Chen, Algirdas Avizienis, International Journal of Reliability, Quality and Safety Engineering (IJRQSE), vol. 1, no. 1, pp. 41-62, 1994.
    Paper [SE]

  137. “System Reliability Analysis of an N-version Programming Application,” Joanne B. Dugan, Michael R. Lyu, IEEE Transactions on Reliability (TR), vol. 43, no. 4, pp. 513-519, 1994.
    Paper [SE]

  138. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” Michael R. Lyu, Joseph R. Horgan, Saul London, IEEE Transactions on Reliability (TR), vol. 43, no. 4, pp. 527-535, 1994.
    Paper [SE]



    —-1993—-
  139. “Improving the N-Version Programming Process Through the Evolution of a Design Paradigm,” Michael R. Lyu, Yu-Tao He, IEEE Transactions on Reliability (TR), vol. 42, no. 2, pp. 179-189, 1993.
    Paper [SE]



    —-1992—-
  140. “Applying Reliability Models More Effectively,” Michael R. Lyu, Allen P. Nikora, IEEE Software (SOFTWARE), vol. 9, no. 4, pp. 43-52, 1992.
    Paper [SE]

Conference

  • SE = Software Engineering
  • DS = Distributed System, Networking, Web services
  • MM = Multimedia
  • ML = Machine Learning
Year SE DS MM ML Total
2020 ESEC/FSE WWW ACCV,CVPR(3) NeurIPS(2),EMNLP(4),EMNLP-Findings(2),ACL,ACL:Demo,AAAI(3) 19
2019 ASE(2),ISSRE(2),DSN,DSNW,ICSE:SEIP(2) CVPR EMNLP/IJCNLP(2),IJCAI(2),ACL(2),ACL:WiNLP,NAACL-HLT(3),AAAI(3) 22
2018 ESEC/FSE(2),ASE,ASE:A-Mobile,DSN,ICSE ICME NeurIPS,CIKM(2),EMNLP(2),UAI,IJCAI(2) 15
2017 QRS,DSN,ICSE:C ICWS(2),WWW:C ADMA,GIS,ICDM,ICONIP,ICML,SIGIR(2),UAI,IJCNN,AAAI 16
2016 FSE,ISSRE(3),DSN,AsiaCCS:CPSS ICWS ICONIP,IJCAI,IJCNN(2),AAAI 12
2015 ISSRE(2),ICSE CIC,ICWS IJCAI(2),UAI,AAAI(2) 10
2014 SOUPS CLOUDCOM,CLOUD,ICDCS,ICWS(2),SCC,SOSE,Aerospace NIPS,ICONIP,RecSys(2),IJCNN 14
2013 PLDI CLOUD,SCC,Aerospace,SOSE NIPS,NIPS:Big Learning,ICONIP,BigData,EMNLP,IJCAI(2),BigData Congress 13
2012 COMPSAC ICSOC,WASA,CLOUD(2),ICWS,JCDL,ISORCW(2),WWW:C(2),Aerospace BIBE,ICONIP,CIKM(2),UAI,AAAI(2),IJCNN(2) 21
2011 ASE,ISSRE,ESEC/FSE,FASE TrustCom,SRDS,CLOUD(3),ICWS CIKM(4),AAAI,SIGIR,WSDM(2) 18
2010 ISSRE,ASE,DSN,ICSE,ICSE:RSSE MSN,SRDS,ICWS(2),ICDCS CIKM,AAAI(3),IJCNN,ICML(2) 17
2009 DSN,DSNW:PFARM,ICSE:C MASS(2),ICWS,NETWORKING CVPR NIPS,CIKM(4),RecSys,CSE,IJCAI,SIGIR(2),ICML,IJCNN,KDD,WSDM 22
2008 ISSRE,DSN GLOBECOM,ICWS,QSHINE,ICC,ICNSC,Aerospace,AINA ACMMM,ECCV,CVPR ICDM(3),NIPS(2),CIKM(4),ICIC,IJCNN 23
2007 ISSRE,OTM,ICSE:FOSE GLOBECOM,WI,MASS,ICWS,WWW,Aerospace,WCNC(2) ICME,CVPR(2),ICASSP NIPS,ICONIP,IJCNN(2),SIGIR(2),ICML 22
2006 PRDC WI,MASS,IWCMC,ICC,SUTC,ISAS,WWW(3),Aerospace ICPR,ICME,CVPR,VRCIA,ECCV FSKD,ICIC,KDD,IJCNN(2),ICML,ISNN(2) 24
2005 ISSRE(3),NASAC,ICSE:A-MOST MASS,EITC,ICDAT,WWW:SITP,Aerospace(2) JICC,PG,CLEF,CLEF:Working Notes,CVPR,MMM ICONIP(2),SMC,FSKD,ICIC(2),IJCNN,ICDEW 25
2004 ISSRE,COMPSAC,PRDC(2) GCC,WWW:ATPP(4),Aerospace(3),ICDCSW ACMMM,ICPR,CVPR,ICME(2),ISCAS ICONIP,ICML,IJCNN,ISAIM 23
2003 ATS,COMPSAC,ISSRE(2),QSIC ICICS,SRDS,APPT,SCI,WWW:P,ISADS MIR,DMS,ICIAP,CAIP,CIVR,ICME(4),ICASSP(2) IJCNN,ICANN/ICONIP 24
2002 ISSRE,COMPSAC(2) JCDL,WWW:ATPP,WWW:P(2) ICIP,ICPR(3) ICONIP,SMC 13
2001 ISE(4) ISAS/SCI,IC(3),JCDL CISST ICONIP 11
2000 APSEC,APAQS,COMPSAC(3),ISSRE(2),PDPTA WCC:ITBM,WCC:Sec,Agents,IC(2) CISST ICAI 15
1999 APSEC,ASIAN,ISSRE,COMPSAC APWeb(2),Aerospace 7
1998 ISSRE(3),EUROMICRO,IWQoS,QW,ISIT,ASSET QTLC,Aerospace 10
1997 PRFTS,ISSRE,COMPASS,FTCS,ISSAT:RQD,PSAM,WORDS ICUPC,SRDS 9
1996 METRICS 1
1995 ISSRE(2),FTCS 3
1994 ISSRE(2),DCCA 3
1993 ISSRE(2),FTCS 3
1992 ISSRE(2),COMPSAC,TOOLS,CASEW,AQSDT 6
1991 COMPSAC,ISSRE,DCCA 3
1988 DASC,FTCS 2
1986 SAFECOMP 1
1985 SAFECOMP 1
Total 119 112 48 149 428

Top Conference Paper Counts

Conference Counts Average Counts*
WWW 17 5.04
AAAI 16 3.87
EMNLP 11 2.14
CVPR 11 3.20
NeurIPS 10 2.19
IJCAI 10 2.57
ICSE 10 3.70
ICML 7 1.82
SIGIR 7 2.12
ASE 6 1.23
FSE 5 1.04
ACL 5 1.02
NAACL 3 0.62
KDD 2 0.67
ECCV 2 0.58
PLDI 1 0.25
ICDE 1 0.33
TOTAL 124 32.39

*Average Counts means each paper is discounted by the number of authors before adding together.

Conference Papers



—-2020—-

  1. “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.
    Paper [ML]

  2. “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.
    Paper [ML]

  3. “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.
    ACCV 2020 Oral Presentation
    Paper [MM]

  4. “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.
    Paper [ML]

  5. “Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading,” Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq 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.
    Paper [ML]

  6. “VD-BERT: A Unified Vision and Dialog Transformer with BERT,” Yue Wang, Shafiq Joty, Michael R. Lyu, Irwin King, Caiming Xiong, S.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.
    Paper [ML]

  7. “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.
    Paper [ML]

  8. “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.
    Paper [ML]

  9. “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.
    Paper [ML]

  10. “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.
    Paper [SE]

  11. “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.
    Paper [ML]

  12. “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.
    Paper [ML]

  13. “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.
    Paper [MM]

  14. “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.
    Paper [MM]

  15. “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.
    CVPR 2020 Oral Presentation
    Paper [MM]

  16. “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.
    Paper [DS]

  17. “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.
    Paper [ML]

  18. “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.
    Paper [ML]

  19. “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.
    Paper [ML]



    —-2019—-
  20. “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.
    Paper [SE]

  21. “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.
    Paper [SE]

  22. “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.
    Paper [ML]

  23. “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.
    Paper [ML]

  24. “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.
    Paper [SE]

  25. “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.
    Paper [SE]

  26. “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.
    Paper [ML]

  27. “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.
    Paper [ML]

  28. “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.
    Paper [ML]

  29. “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.
    Paper [ML]

  30. “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, July 28, 2019.
    Paper [ML]

  31. “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.
    Paper [MM]

  32. “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.
    Paper [SE]

  33. “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.
    Paper [SE]

  34. “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.
    Paper [ML]

  35. “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.
    Paper [ML]

  36. “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.
    Paper [ML]

  37. “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.
    Paper [SE]

  38. “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.
    Paper [SE]

  39. “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.
    Paper [ML]

  40. “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.
    Paper [ML]

  41. “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.
    Paper [ML]



    —-2018—-
  42. “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.
    Paper [ML]

  43. “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.
    Paper [SE]

  44. “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.
    Paper [SE]

  45. “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.
    Paper [ML]

  46. “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.
    Paper [ML]

  47. “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.
    Paper [ML]

  48. “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.
    Paper [ML]

  49. “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.
    Paper [SE]

  50. “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, September 4, 2018.
    Paper [SE]

  51. “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.
    Paper [ML]

  52. “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.
    Paper [MM]

  53. “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.
    Paper [ML]

  54. “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.
    Paper [ML]

  55. “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.
    Paper [SE]

  56. “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.
    Paper [SE]



    —-2017—-
  57. “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.
    Paper [ML]

  58. “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.
    Paper [ML]

  59. “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.
    Paper [ML]

  60. “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.
    Paper [ML]

  61. “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.
    Paper [ML]

  62. “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.
    Paper [ML]

  63. “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.
    Paper [ML]

  64. “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.
    Paper [ML]

  65. “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.
    Paper [SE]

  66. “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.
    Paper [SE]

  67. “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.
    Paper [DS]

  68. “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.
    Paper [DS]

  69. “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.
    Paper [SE]

  70. “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.
    Paper [ML]

  71. “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.
    Paper [DS]

  72. “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.
    Paper [ML]



    —-2016—-
  73. “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.
    Paper [SE]

  74. “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.
    Paper [ML]

  75. “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.
    ISSRE 2019 30-Year Most Influential Papers
    Paper [SE]

  76. “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.
    Paper [SE]

  77. “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.
    Paper [SE]

  78. “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.
    Paper [ML]

  79. “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.
    Paper [ML]

  80. “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.
    Paper [ML]

  81. “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.
    Paper [SE]

  82. “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.
    Paper [DS]

  83. “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, May 30, 2016.
    Paper [SE]

  84. “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.
    Paper [ML]



    —-2015—-
  85. “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.
    Paper [SE]

  86. “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.
    Paper [SE]

  87. “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.
    Paper [DS]

  88. “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.
    Paper [ML]

  89. “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.
    Paper [ML]

  90. “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.
    Paper [ML]

  91. “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.
    Paper [DS]

  92. “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.
    Paper [SE]

  93. “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.
    Paper [ML]

  94. “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.
    Paper [ML]



    —-2014—-
  95. “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.
    Paper [DS]

  96. “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.
    NIPS 2014 Oral Presentation
    Paper [ML]

  97. “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.
    Paper [ML]

  98. “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.
    Paper [ML]

  99. “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.
    Paper [ML]

  100. “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.
    Paper [ML]

  101. “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.
    Paper [SE]

  102. “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.
    Paper [DS]

  103. “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.
    Paper [DS]

  104. “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.
    Paper [DS]

  105. “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.
    Paper [DS]

  106. “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.
    Paper [DS]

  107. “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.
    Paper [DS]

  108. “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, Montana, USA, March 1 - March 8, 2014.
    Paper [DS]



    —-2013—-
  109. “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.
    Paper [ML]

  110. “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.
    Paper [ML]

  111. “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.
    Paper [ML]

  112. “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.
    Paper [ML]

  113. “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.
    Paper [ML]

  114. “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.
    Paper [ML]

  115. “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.
    Paper [ML]

  116. “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.
    Paper [ML]

  117. “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.
    Paper [DS]

  118. “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.
    Paper [SE]

  119. “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.
    Paper [DS]

  120. “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, Montana, USA, March 2 - March 9, 2013.
    Paper [DS]

  121. “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.
    Paper [DS]



    —-2012—-
  122. “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.
    Paper [ML]

  123. “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.
    Paper [ML]

  124. “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.
    Paper [DS]

  125. “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.
    Paper [ML]

  126. “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.
    Paper [ML]

  127. “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.
    Paper [ML]

  128. “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.
    Paper [DS]

  129. “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.
    Paper [ML]

  130. “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.
    Paper [ML]

  131. “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.
    Paper [SE]

  132. “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.
    Paper [DS]

  133. “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.
    Paper [DS]

  134. “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.
    Paper [DS]

  135. “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.
    Paper [ML]

  136. “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.
    Paper [ML]

  137. “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.
    JCDL 2012 Vannevar Bush Best Paper Award
    Paper [DS]

  138. “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, April 11, 2012.
    Paper [DS]

  139. “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, April 11, 2012.
    Paper [DS]

  140. “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.
    Paper [DS]

  141. “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.
    Paper [DS]

  142. “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, Montana, USA, March 3 - March 10, 2012.
    Paper [DS]



    —-2011—-
  143. “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.
    Paper [SE]

  144. “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.
    Paper [SE]

  145. “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.
    Paper [DS]

  146. “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, United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  147. “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, United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  148. “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, United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  149. “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.
    Paper [ML]

  150. “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.
    Paper [DS]

  151. “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.
    Paper [SE]

  152. “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.
    Paper [ML]

  153. “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.
    Paper [DS]

  154. “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.
    Paper [DS]

  155. “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.
    Paper [DS]

  156. “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.
    Paper [DS]

  157. “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.
    Paper [ML]

  158. “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.
    Paper [SE]

  159. “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.
    Paper [ML]

  160. “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.
    Paper [ML]



    —-2010—-
  161. “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.
    Paper [DS]

  162. “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.
    Paper [SE]

  163. “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.
    Paper [ML]

  164. “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.
    Paper [DS]

  165. “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.
    Paper [SE]

  166. “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.
    Paper [ML]

  167. “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.
    Paper [ML]

  168. “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.
    Paper [ML]

  169. “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.
    Paper [DS]

  170. “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.
    ICWS 2010 Best Student Paper Award
    Paper [DS]

  171. “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.
    Paper [ML]

  172. “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.
    Paper [SE]

  173. “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.
    Paper [DS]

  174. “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.
    Paper [ML]

  175. “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.
    Paper [ML]

  176. “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.
    ACM SIGSOFT Distinguished Paper Award
    Paper [SE]

  177. “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, May 4, 2010.
    Paper [SE]



    —-2009—-
  178. “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.
    Paper [ML]

  179. “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.
    Paper [ML]

  180. “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.
    Paper [ML]

  181. “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.
    Paper [ML]

  182. “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.
    Paper [ML]

  183. “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.
    Paper [DS]

  184. “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.
    Paper [DS]

  185. “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.
    Paper [ML]

  186. “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.
    Paper [ML]

  187. “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.
    Best Paper Award Nomination, Invited for Journal Publication
    Paper [DS]

  188. “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.
    Paper [ML]

  189. “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.
    SIGIR 2020 Test of Time Award
    Paper [ML]

  190. “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.
    Paper [ML]

  191. “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.
    Paper [MM]

  192. “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.
    Paper [SE]

  193. “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.
    Paper [SE]

  194. “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.
    Paper [ML]

  195. “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.
    Paper [ML]

  196. “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.
    Paper [ML]

  197. “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.
    Paper [SE]

  198. “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.
    Paper [DS]

  199. “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.
    Paper [ML]



    —-2008—-
  200. “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.
    Paper [ML]

  201. “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.
    Paper [ML]

  202. “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.
    Paper [ML]

  203. “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.
    Paper [ML]

  204. “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.
    Paper [ML]

  205. “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.
    Paper [DS]

  206. “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.
    Best Papers for Journal Publication
    Paper [SE]

  207. “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.
    Paper [MM]

  208. “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.
    CIKM 2019 Test of Time Award
    Paper [ML]

  209. “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.
    Paper [ML]

  210. “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.
    Paper [ML]

  211. “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.
    Paper [ML]

  212. “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.
    Paper [MM]

  213. “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.
    Paper [ML]

  214. “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.
    Best Paper Award Nomination, Invited for Journal Publication
    Paper [DS]

  215. “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.
    Paper [DS]

  216. “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.
    Paper [MM]

  217. “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.
    Paper [SE]

  218. “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.
    Paper [ML]

  219. “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.
    Paper [DS]

  220. “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.
    Paper [DS]

  221. “Developing Aerospace Applications with a ReliableWeb Services Paradigm,” Pat Pik-Wah Chan, Michael R. Lyu, in Proceedings of the 2008 IEEE Aerospace Conference (Aerospace2008), pp. 1-13, Big Sky, Montana, USA, March 1 - March 8, 2008.
    Paper [DS]

  222. “Dynamic Web Service Composition: A New Approach in Building Reliable Web Service,” Pat Pik-Wah 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.
    Paper [DS]



    —-2007—-
  223. “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.
    Paper [ML]

  224. “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.
    Paper [DS]

  225. “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.
    Paper [ML]

  226. “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.
    Paper [SE]

  227. “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.
    Paper [SE]

  228. “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.
    Paper [DS]

  229. “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.
    Paper [DS]

  230. “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.
    Paper [ML]

  231. “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.
    Paper [ML]

  232. “An Empirical Study on Large-Scale Content-Based Image Retrieval,” Yuk Man 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.
    Paper [MM]

  233. “Reliable Web Services: Methodology, Experiment and Modeling,” Pat Pik-Wah 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.
    Paper [DS]

  234. “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.
    Paper [ML]

  235. “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.
    Paper [ML]

  236. “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.
    Paper [MM]

  237. “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.
    Paper [MM]

  238. “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.
    Paper [ML]

  239. “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.
    Paper [SE]

  240. “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.
    Paper [DS]

  241. “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.
    Paper [MM]

  242. “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, Montana, USA, March 3 - March 10, 2007.
    Paper [DS]

  243. “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.
    Paper [DS]

  244. “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.
    Paper [DS]



    —-2006—-
  245. “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.
    Paper [SE]

  246. “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.
    Paper [DS]

  247. “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.
    Paper [DS]

  248. “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.
    Paper [ML]

  249. “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.
    Paper [ML]

  250. “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.
    Paper [MM]

  251. “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.
    Paper [ML]

  252. “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.
    Paper [MM]

  253. “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.
    Paper [ML]

  254. “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.
    Paper [ML]

  255. “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.
    Paper [DS]

  256. “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.
    Paper [MM]

  257. “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.
    Paper [DS]

  258. “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.
    Paper [ML]

  259. “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.
    Paper [DS]

  260. “ART: Augmented Reality Table for Interactive Trading Card Game,” Albert H. T. Lam, Kevin C. H. Chow, Edward Hon-Hei 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.
    Paper [MM]

  261. “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.
    Paper [MM]

  262. “Making Services Fault Tolerant,” Pat Pik-Wah 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.
    Paper [DS]

  263. “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.
    Paper [ML]

  264. “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.
    Paper [ML]

  265. “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.
    Paper [DS]

  266. “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.
    Paper [DS]

  267. “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.
    Paper [DS]

  268. “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, Montana, USA, March 4 - March 11, 2006.
    Paper [DS]



    —-2005—-
  269. “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.
    ISSRE 2019 30-Year Most Influential Papers
    Paper [SE]

  270. “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.
    Paper [SE]

  271. “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.
    Paper [SE]

  272. “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.
    Paper [MM]

  273. “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.
    Paper [DS]

  274. “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.
    Paper [ML]

  275. “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.
    Paper [ML]

  276. “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.
    Paper [SE]

  277. “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.
    Paper [MM]

  278. “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.
    Paper [ML]

  279. “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.
    Paper [MM]

  280. “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, Wien, Austria, September 21 - September 22, 2005.
    Paper [MM]

  281. “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.
    Paper [DS]

  282. “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.
    Paper [ML]

  283. “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.
    Paper [ML]

  284. “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.
    Paper [ML]

  285. “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.
    Paper [ML]

  286. “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.
    Paper [MM]

  287. “Digital Video Watermarking with a Genetic Algorithm,” Pat Pik-Wah 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.
    Paper [DS]

  288. “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.
    Paper [SE]

  289. “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.
    Paper [DS]

  290. “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.
    Paper [ML]

  291. “ARCADE: Augmented Reality Computing Arena for Digital Entertainment,” Michael R. Lyu, Irwin King, T.T. Wong, Edward H. H. Yau, Pat Pik-Wah Chan, in Proceedings of the 2005 IEEE Aerospace Conference (Aerospace2005), pp. 1-9, Big Sky, Montana, USA, March 5 - March 12, 2005.
    Paper [DS]

  292. “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, Montana, USA, March 5 - March 12, 2005.
    Paper [DS]

  293. “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.
    Paper [MM]



    —-2004—-
  294. “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.
    Paper [ML]

  295. “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.
    Paper [SE]

  296. “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.
    Paper [MM]

  297. “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.
    Paper [DS]

  298. “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.
    Paper [SE]

  299. “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.
    Paper [MM]

  300. “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.
    Paper [ML]

  301. “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.
    Paper [ML]

  302. “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.
    Paper [MM]

  303. “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.
    Paper [MM]

  304. “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.
    Paper [MM]

  305. “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.
    Paper [MM]

  306. “Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme,” Pat Pik-Wah 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.
    Paper [DS]

  307. “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.
    Paper [DS]

  308. “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.
    Paper [DS]

  309. “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.
    Paper [DS]

  310. “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, Montana, USA, March 6 - March 13, 2004.
    Paper [DS]

  311. “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, Montana, USA, March 6 - March 13, 2004.
    Paper [DS]

  312. “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, Montana, USA, March 6 - March 13, 2004.
    Paper [DS]

  313. “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.
    Paper [DS]

  314. “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.
    Paper [SE]

  315. “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.
    Paper [SE]

  316. “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.
    Paper [ML]



    —-2003—-
  317. “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.
    Paper [SE]

  318. “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.
    Paper [SE]

  319. “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.
    ISSRE 2003 Best Paper Award
    Paper [SE]

  320. “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.
    Paper [SE]

  321. “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, November 7, 2003.
    Paper [MM]

  322. “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.
    Paper [SE]

  323. “A DWT-Based Digital Video Watermarking Scheme with Error Correcting Code,” Pat Pik-Wah 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.
    Paper [DS]

  324. “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.
    Paper [DS]

  325. “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.
    Paper [DS]

  326. “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.
    Paper [MM]

  327. “Face Recognition Committee Machines: Dynamic vs. Static Structures,” Ho-Man 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.
    Paper [MM]

  328. “A Face Processing System Based on Committee Machine: The Approach and Experimental Results,” Kim-Fung Jang, Ho-Man 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.
    Paper [MM]

  329. “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.
    Paper [MM]

  330. “Face Recognition Committee Machine,” Ho-Man 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.
    Paper [MM]

  331. “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.
    Paper [MM]

  332. “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.
    Paper [MM]

  333. “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.
    Paper [MM]

  334. “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.
    Paper [ML]

  335. “A Progressive Fault Tolerant Mechanism in Mobile Agent Systems,” Michael R. Lyu, Tsz Yeung Wong, in Proceedings of the 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003), pp. 299-306, Orlando, USA, July 27 - July 30, 2003.
    Paper [DS]

  336. “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.
    Paper [ML]

  337. “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.
    Paper [DS]

  338. “Face Recognition Committee Machine,” Ho-Man 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.
    Paper [MM]

  339. “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.
    Paper [MM]

  340. “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.
    Paper [DS]



    —-2002—-
  341. “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.
    Paper [ML]

  342. “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.
    Paper [SE]

  343. “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.
    Paper [ML]

  344. “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.
    Paper [MM]

  345. “XVIP: An XML-Based Video Information Processing System,” Edith C. H. Ngai, Pat Pik-Wah 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.
    Paper [SE]

  346. “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.
    Paper [SE]

  347. “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.
    Paper [MM]

  348. “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.
    Paper [MM]

  349. “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.
    Paper [MM]

  350. “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.
    Paper [DS]

  351. “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.
    Paper [DS]

  352. “ADVISE: Advanced Digital Video Information Segmentation Engine,” Chung Wing 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.
    Paper [DS]

  353. “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.
    WWW 2002 Best Poster Paper Award
    Paper [DS]



    —-2001—-
  354. “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.
    Paper [ML]

  355. “A Scalable Mediator System beyond Firewalls Using CORBA, XML and Java Servlet,” Wing Hang 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.
    Paper [DS]

  356. “Video Comparison Using Tree Matching Algorithm,” Chung Wing 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.
    Paper [MM]

  357. “An Agent-Based Platform for Online Auctions,” Anson 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.
    Paper [DS]

  358. “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.
    Paper [DS]

  359. “Tunneling Across Firewalls by Using XML and Servlets: An Experiment on CORBA,” Wing Hang 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.
    Paper [DS]

  360. “Agent-Based Multimedia Data Sharing Platform,” Anson 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.
    Paper [SE]

  361. “A Novel PAT-Tree Approach to Chinese Document Clustering,” Kenny 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.
    Paper [SE]

  362. “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.
    Paper [SE]

  363. “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.
    Paper [SE]

  364. “Integrating Digital Libraries by CORBA, XML and Servlet,” Wing Hang 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.
    Paper [DS]



    —-2000—-
  365. “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-, Singapore, Singapore, December 5 - December 8, 2000.
    Paper [SE]

  366. “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.
    Paper [SE]

  367. “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.
    Paper [SE]

  368. “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.
    Paper [SE]

  369. “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.
    Paper [SE]

  370. “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.
    Paper [SE]

  371. “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.
    Paper [SE]

  372. “The Design, Implementation and Evaluation of an Internet Payment System,” 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.
    Paper [DS]

  373. “Securing Mobile Agents for Electronic Commerce: An Experiment,” Anthony H. W. Chan, Caris K. M. Wong, Tsz Yeung 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.
    Paper [DS]

  374. “SIAS: A Secure Shopping Information Agent System,” Anthony H. W. Chan, Tsz Yeung 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.
    Paper [DS]

  375. “Chinese Optical Character Recognition for Information Extraction from Video Images,” Wing Hang 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.
    Paper [MM]

  376. “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.
    Paper [DS]

  377. “Virtual Campus: A Web-Based Customized Learning Environment,” Sam Ka-po 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.
    Paper [DS]

  378. “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.
    Paper [ML]

  379. “Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications,” Anthony H. W. Chan, Caris K. M. Wong, Tsz Yeung 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.
    Paper [SE]



    —-1999—-
  380. “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.
    Paper [SE]

  381. “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.
    Paper [SE]

  382. “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.
    Paper [SE]

  383. “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.
    Paper [SE]

  384. “The Mobile Code Paradigm and Its Security Issues,” Anthony Chan, Michael R. Lyu, in Proceedings of the 1999 Asia Pacific Web Conference (APWeb1999), pp. 1-10, Hong Kong, China, September, 1999.
    Paper [DS]

  385. “A Web-Based Customized Virtual Learning Environment,” Sam Ka-po Ma, Michael R. Lyu, in Proceedings of the 1999 Asia Pacific Web Conference (APWeb1999), pp. 1-9, Hong Kong, China, September, 1999.
    Paper [DS]

  386. “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.
    Paper [DS]



    —-1998—-
  387. “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.
    Paper [DS]

  388. “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 (ISSRE1998), pp. 151-160, Paderborn, Germany, November 4 - November 7, 1998.
    Paper [SE]

  389. “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.
    ISSRE 1998 Best Paper Award
    Paper [SE]

  390. “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.
    Paper [SE]

  391. “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.
    Paper [SE]

  392. “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.
    Paper [SE]

  393. “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.
    Paper [SE]

  394. “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.
    Paper [SE]

  395. “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.
    Paper [DS]

  396. “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.
    Paper [SE]



    —-1997—-
  397. “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.
    Paper [SE]

  398. “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.
    Paper [SE]

  399. “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.
    Paper [DS]

  400. “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.
    Paper [DS]

  401. “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.
    Paper [SE]

  402. “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.
    Paper [SE]

  403. “Regression Tree Modeling for the Prediction of Software Quality,” Swapna S. Gokhale, Michael R. Lyu, in Proceedings of the 3rd International Conference on Reliability and Quality in Design (ISSAT:RQD1997), pp. 31-36, Anaheim, USA, March, 1997.
    Paper [SE]

  404. “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 (PSAM1997), pp. 493-500, Beverly Hills, California, USA, February 4 - February 7, 1991.
    Paper [SE]

  405. “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.
    Paper [SE]



    —-1996—-
  406. “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.
    Paper [SE]



    —-1995—-
  407. “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.
    Paper [SE]

  408. “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.
    Paper [SE]

  409. “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.
    Paper [SE]



    —-1994—-
  410. “Software Reliability: To Use or Not To Use?,” Michael R. Lyu, in Proceedings of the 5th IEEE International Symposium on Software Reliability Engineering (ISSRE1994), pp. 66-73, Monterey, USA, November 6 - November 9, 1994.
    Paper [SE]

  411. “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.
    Paper [SE]

  412. “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.
    Paper [SE]



    —-1993—-
  413. “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.
    ISSRE 1993 Best Paper Award
    Paper [SE]

  414. “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.
    ISSRE 1993 Best Paper Award, ISSRE 2019 30-Year Most Influential Papers
    Paper [SE]

  415. “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.
    Paper [SE]



    —-1992—-
  416. “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.
    Paper [SE]

  417. “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.
    Paper [SE]

  418. “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.
    Paper [SE]

  419. “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.
    Paper [SE]

  420. “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.
    Paper [SE]

  421. “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, Louisiana, USA, May 27 - May 29, 1992.
    Paper [SE]



    —-1991—-
  422. “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.
    Paper [SE]

  423. “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.
    Paper [SE]

  424. “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.
    Paper [SE]



    —-1988—-
  425. “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.
    Paper [SE]

  426. “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.
    Paper [SE]



    —-1986—-
  427. “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.
    Paper [SE]



    —-1985—-
  428. “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.
    Paper [SE]

Other Publications and Invited Lectures

  1. “Interpretability-Driven Dependable and Secure Machine Learning,” keynote speech, Second International Workshop on Dependable and Secure Machine Learning (DSML2020), Valencia, Spain, June 29, 2020 (30 attendees).
  2. “Your Academic Journey: Dungeon or Ivory Tower,” invited talk, New Faculty Symposium of The 31th International Symposium on Software Reliability Engineering (ISSRE 2020), Online, Mon Oct 12, 2020 (25 attendees).
  3. “The Pursuit of Happiness in Academia,” keynote speech, Doctoral Symposium of The 30th International Symposium on Software Reliability Engineering (ISSRE 2019), Berlin, Germany, Oct 28-31, 2019 (80 attendees).
  4. “Intelligent <Software Engineering> and <Intelligent Software> Engineering,” keynote speech, Chinese Fault Tolerant Computing (CFTC 2019), Beijing, China, August 16, 2019 (200 attendees).
  5. “Intelligent Software-Engineering & Intelligent-Software Engineering”, invited speech, Hong Kong-Finland Summit on AI & 5G, Hong Kong, March 5, 2019 (100 attendees).
  6. “When Software Reliability Engineering Meets Artificial Intelligence,” keynote speech, The 29th International Symposium on Software Reliability Engineering (ISSRE 2018), Memphis, U.S.A., October 15-18, 2018 (200 attendees).
  7. “Software Engineering with Artificial Intelligence and Machine Learning Techniques,” plenary/keynote speech, The 6th International Conference on Audio, Language and Image Processing (ICALIP 2018), July 16-17, 2018, Shanghai, China.
  8. “AI Techniques in Software Engineering Paradigm,” keynote speech, 9th ACM/SPEC International Conference on Performance Engineering (ICPE 2018), Berlin, Germany, April 9-13, 2018 (120 attendees).
  9. “N-version Obfuscation”, invited talk, ACM Cyber-Physical System Security Workshop, Xi’an, May 30, 2016. (50 attendees)
  10. “Big Data Applications and Analytics,” Distinguished seminar at College of Health Science and Technology, National Central University, May 24, 2016. (100 attendees)
  11. “Big Data Analytics: Current Trend and Research Perspectives,” invited seminar talk at University of Electronic Science and Technology of China, June 18 2015 (100 attendees) and at Sichuan University, June 19 2015 (100 attendees).
  12. “Emerging Big Data Analytics in Service Computing,” invited seminar talk at Leeds University, May 18 2015 (40 attendees).
  13. “Big Data Analytics: Meeting the 4V Challenges,” invited seminar talk at Tsinghua University, January 16, 2015 (60 attendees).
  14. “User-Collaborative Service Reliability Prediction with Data Analytics,” invited seminar talk at Beijing University, January 15 2015 (100 attendees).
  15. “Emerging Big Data Analytics in Software Reliability Engineering,” invited talk, Big Data Workshop, April 22 2014 (40 attendees).
  16. “From Software Reliability Engineering to Service Reliability Engineering,” invited seminar talk at University of Illinois, Urbana-Champaign, October 10, 2013 (50 attendees).
  17. “Online Learning for Big Data Analytics,” tutorial presentation at IEEE Big Data Conference, Santa Clara, October 2013 (50 attendees).
  18. “Intelligent Big Data Analytics,” invited talk to National Taiwan University, August 27 2013 (40 attendees).
  19. “An Emerging IT Era: When Cloud Computing Greets Big Data,” invited talk to Zhejiang University, July 9 2013 (50 attendees).
  20. “Service-generated Big Data and Data-as-a-Service: An Overview,” invited talk to Xiangshan Forum, Beijing, June 4 2013 (80 attendees).
  21. “How to Do High Quality Research and Write Acceptable Papers?” invited talk to Zhejiang University, July 2012 (20 attendees).
  22. “QoS Management of Service Computing and Cloud Computing,” invited talk to Zhejiang University, July 2012 (50 attendees).
  23. “A Roadmap to Trustworthy Service Computing,” invited talk to National University of Defence, July 2012 (70 attendees.)
  24. “Distributed Systems,” Summer School, Changsha, July 2012 (80 attendees).
  25. “Software Reliability Engineering in Emerging Distributed Systems,” invited talk to Beijing University of Posts and Telecommunications, July 2012 (30 attendees.)
  26. “Software Reliability Engineering in Cloud Computing,” invited talk to Beijing University, July 2012 (20 attendees.)
  27. “Enabling Techniques for Client-Cloud Computing (C3),” ICVE 2012 panel, April 2012 (70 attendees.)
  28. “Locating Software Faults in Wireless Sensor Networks via Data Mining and Visualization,” invited seminar talk to Georgia Tech, January 2012 (30 attendees.)
  29. “Learning Techniques in Social and Location-Based Service Recommendation,” invited keynote talk at MLBS 2011 Workshop, Beijing, China, September 2011 (60 attendees.)
  30. “Application and Development of Software Reliability Engineering Techniques in Emerging Software Systems,” invited talk to Harbin Institute of Technology, November 2011 (30 attendees.)
  31. “Recent Progress and Trends in Software Reliability Engineering Techniques,” invited talk to Huawei Testing Conference, October 28, 2010 (150 attendees).
  32. “Recent Trends in Software Reliability Engineering,” invited seminar talk to Hiroshima University, August 4, 2010 (70 attendees).
  33. “On the Effectiveness of Code Coverage: Bridging Software Tester’s Qualitative View and Reliability Engineer’s Quantitative View,” invited seminar talk to University of Twente, Netherland, July 20, 2008 (50 attendees).
  34. “M4 - A Hybrid Learning Model,” invited talk to Google China, Beijing, August 9, 2006 (30 attendees).
  35. “The Effect of Code Coverage on Fault Detection for Software Testing,” keynote talk to the 4th China Testing Conference, Beidaihe, August 7-8 2006 (200 attendees).
  36. “The Elements of Software Reliability Engineering,” invited talk to National University of Defense Technology, Changsha, China, December 14 2005 (100 attendees).
  37. “Global, Local and Hybrid Learning,” invited plenary talk to the International Conference on Intelligent Computing (ICIC'2005), August 23 2005, Hefei, China (400 attendees).
  38. “Video Information Processing: From Content-Based Searching to Augmented Reality for Content Creation,” invited seminar talk to Department of Computing, Hong Kong Polytechnic University, December 1 2004 (40 attendees).
  39. “Video Information Processing for Content-Based Searching Over Wire-line and Wireless Networks,” invited talk to National University of Defense Technology, June 10 2004 (100 attendees).
  40. “Content-Based Video Processing and Searching Techniques,” invited seminar talk to CS department, National Tsing-Hua University, May 7 2004 (90 attendees).
  41. “Video Processing and Searching Techniques in Internet and Wireless Networks,” invited seminar talk to CS department, Hong Kong University of Science and Technology, Sept. 15 2003 (100 attendees).
  42. “iVIEW: An Intelligent Video over Internet and Wireless-Network System,” invited seminar talk to EECS department, University of California, Irvine, August 1 2003 (20 attendees).
  43. “Bits Meeting Atoms through Waves: How to Create Mobile Media Services,” keynote talk at the Emerging Challenges of Mobile Media Services Seminar, Hong Kong, August 2-3 2002 (120 attendees.)
  44. “Software Reliability Engineering,” a short course to Sun Microsystems, Palo Alto, California, June 2001 (30 attendees.)
  45. “Is Sky the Limit: Video/Voice Processing Technology Trends and Impact in the New Media Era,” invited talk at RTHK New Media Seminar, March 16 2001 (350 attendees).
  46. “Software Testing: From State of the Art to the Best Current Practice,” keynote talk, Chinese Testing Conference 2000, Beijing, China, October 16 2000 (200 attendees).
  47. “Software Quality Assurance Schemes: The Best Current Practice in Industry” invited presentation at Open Component Expo 2000, Hong Kong, August 24 2000 (150 attendees).
  48. “The Advancement of Internet and E-Commerce,” Asia TV interview, December 11 1999 (broadcast at 6pm in Chinese).
  49. “Evolution of Distributed Systems,” panel presentation at 1999 Asia-Pacific Software Engineering Conference (APSEC'99), Takamatsu, Japan, December 9 1999 (200 attendees).
  50. “The Applications and Advancement of Internet,” invited presentation in Trends for Business Operation in Digital Era Workshop, Hong Kong, November 24 1999. (250 attendees)
  51. “Wireless LAN: Technologies, Applications, Experience,” invited presentation to WaveLAN IEEE Turbo 11 Mb Roadshow, Hong Kong, November 18 1999. (150 attendees)
  52. “Software Reliability Engineering and Risk Management Techniques and Tools,” tutorials in the Tenth International Symposium on Software Reliability Engineering (ISSRE'99), West Palm Beach, Florida, November 1 1999. (35 attendees).
  53. “Multimedia Web-based Education: Techniques and an MWPS Tool,” invited presentation to Geography Department, CUHK, September 23 1999 (40 attendees).
  54. “Expert's Report on Software Reliability Techniques,” Nuclear Regulatory Commission Software Reliability Workshop, Rockville, MD, August 16-17 1999. (60 attendees)
  55. “Multimedia Web-based Education Techniques and Tools,” Shaw Link Luncheon Talk, Chinese University of Hong Kong, April 20 1999. (40 attendees)
  56. “Internet2: the Next Generation Internet and Its Applications,” Tech World 99 Conference, Wan Chai, Hong Kong, March 24 1999. (50 attendees)
  57. “Digital Library Initiative,” CUHK Digital Library Open Ceremony, Chinese University of Hong Kong, March 19 1999. (80 attendees)
  58. “MWPS: A Multimedia Web Presentation System for Effective Teaching and Learning,” Teaching Cells at Chinese University of Hong Kong, February 26 1999. (40 attendees)
  59. “Thin-Client: the New Trend for Internet,” newspaper article, Min-Pou Newspaper, High Tech Weekly, December 9 1998 (In Chinese).
  60. “Software Reliability and Risk Management Techniques and Tools,” Tutorials in the Ninth International Symposium on Software Reliability Engineering (ISSRE'98), Paderborn, Germany, November 4 1998. (30 attendees)
  61. “Design, Testing, and Evaluation Techniques for Software Reliability Engineering,” keynote talk to Dependable Computing Systems Workshop, 24th Euromicro Conference, Vasteras, Sweden, August 26 1998 (60 attendees).
  62. “Design, Testing and Evaluation Techniques for Software Reliability Engineering,” keynote talk at at the Reliability and Fault-Tolerant Computing Workshop, Qinghuangdao, China, August 21 1998. (80 attendees)
  63. “Software Testing Coverage and Reliability Measurement,” invited talk at the Institute of Control Engineering, Beijing, China, August 20 1998. (50 attendees)
  64. “Current Techniques and Tools for Software Reliability Engineering,” tutorial, 1998 Quality Week, San Francisco, California, May 26 1998. (40 attendees)
  65. “Implementing Renegotiable Quality of Service Schemes in Wireless ATM Networks,” seminar talk to HKUST, Hong Kong, May 11 1998. (40 attendees)
  66. “A Phase-Based Paradigm to Software Reliability Engineering,” invited talk to the Academia Sinica, Taipei, Taiwan, May 4 1998. (20 attendees)
  67. “Automating the Software Reliability Engineering Process,” tutorial talk to National Cheng-Kung University, Tainan, Taiwan, May 1 1998.
  68. “On Building Reliable Telecommunications Software - An Integrated Paradigm,” invited seminar to Huawei Technology Company Ltd., April 23 1998, ShenZhen, China.
  69. “Software Reliability Engineering: Procedure and Practice,” invited class lecture to Center for Reliability Engineering, University of Maryland, November 20 1997.
  70. “Software Reliability Measurement: Models and Tools,” invited class lecture to Center for Reliability Engineering, University of Maryland, November 13 1997.
  71. “Software Reliability and Risk Management Techniques and Tools,” tutorials in the Eighth International Symposium on Software Reliability Engineering (ISSRE'97),Albuquerque, New Mexico, November 2 1997.
  72. “Software Reliability Engineering Techniques: Modeling, Implementation, Analysis,” invited talk to International Association for Product Development Workshop, June 9-11 1997, Edison, New Jersey.
  73. “On Building Reliable Software Systems: An Integrated Approach,” invited talk to the Third International Conference on Reliability, Quality & Safety Software-Intensive Systems (ENCRESS'97), May 29-30 1997, Athens, Greece.
  74. “Software Reliability Measurement Techniques and Tools,” 1997 Reliability Information Forum (RIF), April 29 - May 2 1997.
  75. “Effect of Repair on Testing Process,” Bell Labs. Technical Memo #962211-08, December 1996.
  76. “Renegotiable Quality of Service – A New Scheme for Fault Tolerance in Wireless Networks,” Bell Labs. Technical Memo #962211-06, December 1996.
  77. “Software Reliability and Fault Tolerance,” invited talk at the Lucent Denver Forum, Denver, Colorado, December 13 1996.
  78. “Software Reliability Engineering: Current Status and Emerging Techniques,” keynote talk at Conference on Performability in Computers, East Brunswick, NJ, July 25-26 1996.
  79. “An Overview of Software Reliability Engineering Technology,” keynote talk at SRE Workshop, Murray Hill, NJ, June 5-6, 1996.
  80. “CASRE: A Seamless Tool for Software Reliability Estimation,” Software Technology Day, May 9, 1996.
  81. “Software Reliability Techniques and Tools,” tutorials in the Sixth International Symposium on Software Reliability Engineering (ISSRE'95),Toulouse, France, November 1995.
  82. “A Building-Block Approach to Software Fault Tolerance,” invited seminar talk at Computer Science Department, University of Newcastle upon Tyne, October 20 1995.
  83. “DSC Mega Hub STP Software Characterization and Risk Analysis” Bellcore Technical Memo # 24926, August 1995.
  84. “Software Reliability Study for SOAC Project,” Bellcore Technical Memo, July 1995.
  85. “Industry Survey on Software Quality: What Are They Doing,” Bellcore Technical Memo, June 1995.
  86. “Software Reliability Techniques and Tools,” tutorials in the Fifth IEEE International Symposium on Software Reliability Engineering (ISSRE'94),Monterey, California, November 6 1994.
  87. “Software Reliability Engineering in Industry,” invited seminar talk at Center for Reliable and High-Performance Computing, Coordinated Science Laboratory, University of Illinois at Urbana-Champaign, April 12 1994.
  88. “Software Reliability Measurement Techniques,” invited class lecture to EECS Department, University of Illinois at Urbana-Champaign, April 11 1994.
  89. “Obstacles and Issues for In-Process Measurement,” invited panel discussion, The Second Dependable Software Technology Exchange, Software Engineering Institute, Pittsburgh, Pennsylvania, March 24-25, 1994.
  90. “CASRE User's Manual,” Bellcore Technical Memo, TM-ARH-023805, December 1993.
  91. “Software Reliability Tools,” tutorials in the Fourth IEEE International Symposium on Software Reliability Engineering (ISSRE'93), Denver, Colorado, November 3 1993.
  92. “An Automated Software Reliability Measurement Tool,” presentation to Bell Atlantic Software Engineering group, Morristown, NJ, July 21 1993.
  93. “Fault-Tolerant Software System Reliability Analysis: A Case Study,” research report on IFIP 10.4 Dependable Computing and Fault-Tolerance Working Group Meeting, Sarlat, France, June 25-28 1993.
  94. “CASRE - A Computer-Aided Software Reliability Estimation Tool,” presentation to Bellcore Testing Environment, June 2, 1993.
  95. “Computer-Aided Software Reliability Estimation (CASRE) Tool,” Tool Demonstration Session in the 15th IEEE International Conference on Software Engineering, Baltimore, Maryland, May 17-21 1993.
  96. “Expending the Scope of Software Engineering,” co-authored with G. Collier, M.Mevenkamp and R. Porter, Bellcore Technical Memorandum TM-TSV-022706, February 19 1993.
  97. “Current Techniques in Software Reliability Engineering,” invited seminar talk at CS Department, Duke University,March 29 1993.
  98. “An N-Version Programming Experiment,” in Proceedings of the Fault and Error Models for Computer Failures,West Palm Beach, FL, January 25-26 1993.
  99. “A CASE Tool for Software Reliability Estimation,” co-authored with A. Nikora and W.Farr, presented in 1992 International Simulation Technology Conference (SIMTEC'92), November 4-6 1992, Clear Lake, Texas.
  100. “The Design and Implementation of a Computer Aided Software Reliability Estimation Tool,” co-authored with A. Nikora, invited presentation at Quality and Productivity Research Conference IX, Corning, New York, June 1992.
  101. “Software Reliability Modeling and Measurement: From the state of the Art to the State of Practice,” invited presentation at The 1991 IEEE FALLCON Conference, Cedar Rapids, Iowa, November 1991.
  102. “Software Reliability Investigations for Five JPL Projects With a Set of Linear Combination Models,” co-authored with A. Nikora, in IEEE TCSE Software Reliability Engineering Newsletter, October 1991.
  103. “Linear Combination Software Reliability Models and a Proposed Reliability Modeling Tool,” co-authored with A. Nikora, T.Antczak, and W.Farr, in Proceedings the 14th Minnowbrook Software Engineering Workshop, N.Y., July 1991.
  104. “Statistical Approaches for Software Reliability Measurement,” in Proceedings 8th Midwest-America Chinese Science & Technology Conference, St. Louis, Missouri, June 1991.
  105. “Reliable Software and Software Reliability,” invited seminar talk at George Washington University, April 10 1991.
  106. “On the Evaluations of Software Reliability Estimation and Prediction Models,” M.R. Lyu, invited presentation at AIAA Software Reliability Workshop, Palo Alto, California, August 1990.
  107. “An Empirical Approach Toward Software Reliability Estimation and Prediction Techniques,” in Proceedings the 13th Minnowbrook Software Engineering Workshop, N.Y., July 1990.
  108. “Reliability Assessment and Failure Investigations for JPL Embedded System Software,” in Findings at Workshop on Embedded System Software Reliability and Safety, Los Angeles, California, June 1990, pp.157-181.
  109. “Software Reliability Experiences at the Jet Propulsion Laboratory, “M.R. Lyu, Report of IEEE Workshop on Measurement and Modeling of Computer Dependability, The Aerospace Corporation, El Segundo, California, May 1990.
  110. “Software Engineering and Measurement at the Jet Propulsion Laboratory,” invited presentation at Workshop on Software Reliability, Ottawa, Canada, May 1990.
  111. “Applying Software Reliability Models: Validity, Predictive Ability, Usefulness,” invited presentation at NASA Langley Research Center, Hampton, Virginia, November 1989; also at AIAA Software Reliability Workshop, Houston, Texas, December 1989.
  112. “Reliability Issues of Very Large Scale Software,” invited presentation at Super-Conducting Super Collider Detector Workshop, Berkeley, California, July 1989.
  113. “ASAS Software Reliability Prediction: Methodology and Results,” co-authored with J. Kinlaw, in Proceedings the AT&T/HP/JPL Software Reliability Measurement Technical Exchange Meeting, Pasadena , California, June 1989.
  114. “Applications of Software Reliability Engineering at the Jet Propulsion Laboratory,” invited birds-of-a-feather session speech at The 11th IEEE International Conference on Software Engineering, Pittsburgh, Pennsylvania, May 1989.
  115. Summary of Proceedings of the Space Station Freedom Availability Workshop, co-authored with H. Brown, January 1989.
  116. “Software Reliability Activities at the Jet Propulsion Laboratory,” invited panel speech at IEEE COMPSAC 88, Chicago, Illinois, October 1988.

Research Grants and Awards (totally 56 million)

  1. Principal Investigator, “Cloud System and Reliability Long-term Framework,” Huawei R&D Project, 1 June 2020 – 30 May 2023, HK$9,000,000.
  2. Co-Principal Investigator, “Key Technologies and Applications in Secure and Reliable Cloud Operating System” Guangdong Key Area R&D Scheme, 1 May 2020 – 30 April 2023, RMB$20,000,000. Allocated to CUHK: RMB$3,000,000.
  3. Principal Investigator, “Mining User Reviews Intelligently for Assisting Developers in App Development,” 2018 MSRA Collaborative Research Award, 01/05/2018 – 30/04/2019, HK$234,000.
  4. Principal Investigator, “An End-to-End Framework to Detect Performance and Reliability Issues of Mobile-Cloud Computing,” CUHK14210717, RGC General Research Fund, 01/01/2018 – 31/12/2020, HK$500,000.
  5. Principal Investigator, “Log Monitoring and Analysis for Data-Driven Reliability Engineering,” CUHK14234416, RGC General Research Fund, 01/01/2017/1/1 – 31/12/2018, HK$450,432.
  6. Principal Investigator, “Performance Monitoring & Reliability Enhancement with Log Data Analysis for Large Scale Distributed Systems,” 2016 MSRA Collaborative Research Grant, 01/05/2016 – 30/04/2017, HK$155,000.
  7. Principal Investigator, “Data-Oriented Reliability Prediction and Fault Tolerance in Services Computing,” CUHK14205214, RGC General Research Fund, 01/07/2014-30/06/2017, HK$ 875,000.
  8. Principal Investigator, “Service Quality Engineering via Modeling and Exploiting Platform-Generated Big Data,” CUHK415113, RGC General Research Fund, 01/01/2014-31/12/2017, HK$ 645,500.
  9. Principal Investigator, “Quality-Oriented Personalized Recommendation Theory and Algorithms in Services Computing,” CUHK415212, RGC General Research Fund, 01/01/2013-31/12/2015, HK$656,400.
  10. Principal Investigator, “Interocular Distance Measurement and Axis Tracking Engine (IDMATE) for 3D Superimposition Perception,” ITS/048/12, Innovation and Technology Fund (ITF), 17/09/2012-16/09/2013, HK$999,350.
  11. Principal Investigator, “Towards Trustworthy Cloud Computing with Component-based Design, Online Evaluation, and Runtime Optimization Techniques,” N_CUHK405/11, NSFC/RGC Joint Research Scheme, 01/01/2012-31/12/2014, HK$879,500.
  12. Principal Investigator, “On the Development of Reliable Cloud Computing: A Framework, Techniques, and Experimentation,” CUHK415311, RGC General Research Fund, 01/09/2011-31/08/2014, HK$922,500.
  13. Principal Investigator, “Service Reliability Engineering: Building Predictably Reliable Service-Oriented Systems,” CUHK415410, RGC General Research Fund, 01/07/2010-30/06/2013, HK$600,000.
  14. Principal Investigator, “Core Technology for Multimedia Signal Processing and Productization for Converged 3G Network, Index & Retrieval,” GHP/017/09SZ, Guangdong-Hong Kong Joint Scheme, Innovation and Technology Fund (ITF), 01/07/2010-30/09/2012, HK$5,458,636.
  15. Principal Investigator, “Core Technology for Multimedia Signal Processing and Productization for Converged 3G Network, Index & Retrieval,” GHP/017/09SZ, ZTE Netview Technology Company Limited, 01/07/2010-30/09/2012, HK$200,000.
  16. Principal Investigator, “Core Technology for Multimedia Signal Processing and Productization for Converged 3G Network, Index & Retrieval,” GHP/017/09SZ, Computime Limited, 01/07/2010-30/09/2012, HK$390,000.
  17. Principal Investigator, “Core Technology for Multimedia Signal Processing and Productization for Converged 3G Network, Index & Retrieval,” GHP/017/09SZ, Shenzhen jiuling Software Technology Co Ltd, 01/07/2010-30/09/2012, HK$110,000.
  18. Principal Investigator, “Spatial and Appearance Correlation of Multi-view Surveillance Videos for In-Store Customer Trace Discovery and Pro-Active Selling,” ITS/365/09, Innovation and Technology Fund (ITF), 01/03/2010-28/02/2011, HK$996,176.
  19. Principal Investigator, “A Distributed Evaluation and Selection Paradigm for Fault Tolerant Web Services,” CUHK415409, RGC General Research Fund, 01/09/2009-31/08/2012, HK$660,000.
  20. Principal Investigator, “Visible and Infrared Video Integrated Marking for Augmented Gesture Extraction (VIVid IMAGE) in Digital Entertainment,” ITS/069/09, Innovation & Technology Commission-Innovation and Technology Support Programme, 01/09/2009-31/07/2010, HK$999,660.
  21. Principal Investigator, “Visible and Infrared Video Integrated Marking for Augmented Gesture Extraction (VIVid IMAGE) in Digital Entertainment,” ITS/069/09, BG Global Gaming Limited, 01/09/2009-31/07/2010, HK$10,000.
  22. Principal Investigator, “Visible and Infrared Video Integrated Marking for Augmented Gesture Extraction (VIVid IMAGE) in Digital Entertainment,” ITS/069/09, DH Technologies Limited, 01/09/2009-31/07/2010, HK$10,000.
  23. Principal Investigator, “Software Reliability Engineering with Machine Learning Techniques,” CUHK415808, RGC Earmarked Grant, 01/09/2008-31/08/2010, HK$338,293.
  24. Principal Investigator, “Video Capture and View Construction for Volume Computing in Digital Entertainment (VC3) in Digital Entertainment” ITS/053/08, Innovation and Technology Fund (ITF), 01/09/2008-30/06/2009, HK$995,900.
  25. Principal Investigator, “Video Capture and View Construction for Volume Computing in Digital Entertainment (VC3) in Digital Entertainment” ITS/053/08, If Asia Media Technology Limited, 01/09/2008-30/06/2009, HK$18,000.
  26. Principal Investigator, “Software Reliability Modeling Incorporating Testing Time and Coverage Measurements,” CUHK415007, RGC Earmarked Grant, 01/09/2007-28/02/2010, HK$532,800.
  27. Principal Investigator, “Video Processing Toolkit for Visual Perception Technology (VPT2) in Computer Games,” ITS/084/07, Innovation and Technology Fund (ITF), 01/09/2007-31/07/2008, HK$998,315.
  28. Principal Investigator, “Enabling Face-to-Face Entertainment Computing Technology (EFFECT),” ITS/026/06, Innovation and Technology Fund (ITF), 01/09/2006-31/07/2007, HK$999,925.
  29. Principal Investigator, “Enabling Face-to-Face Entertainment Computing Technology (EFFECT),” ITS/026/06, Take 1 Technology Group Ltd, 01/09/2006-31/07/2007, HK$10,000.
  30. Principal Investigator, “A Design Paradigm for Fault-Tolerant Wireless Distributed Software Systems,” CUHK4205/04E, RGC Earmarked Grant, 01/01/2005-31/12/2006, HK$360,734.
  31. Principal Investigator, “Augmented Reality Computing Arena for Digital Entertainment (ARCADE),” ITS/105/03, Innovation and Technology Fund (ITF), 01/04/2004-30/06/2006, HK$3,896,000.
  32. Principal Investigator, “Augmented Reality Computing Arena for Digital Entertainment (ARCADE),” ITS/105/03, Funding from Industrial Sponsors, 01/04/2004-30/06/2006, HK$586,128.
  33. Principal Investigator, “Reliable Automatic Multi-Layer Video Content Classification Based on Syntactic and Semantic Features,” CUHK4182/03E, RGC Earmarked Grant, 01/09/2003-28/02/2006, HK$377,149.
  34. Principal Investigator, “Design Diversity by Component-Based Software Development,” CUHK4360/02E, RGC Earmarked Grant, 01/09/2002-31/12/2004, HK$413,404.
  35. Principal Investigator, “Engineering Distributed Objects for Reliability and Interoperability,” CUHK4222/01E, RGC Earmarked Grant, 01/09/2001-31/08/2003, HK$387,248.
  36. Principal Investigator, “Dependability and Security Paradigms for Mobile Agent Systems,” CUHK4193/00E, RGC Earmarked Grant, 01/10/ 2000-30/09/2003, HK$437,817.
  37. Principal Investigator, “A Multilingual Digital Video Content Hub,” ITS/029/00, Innovation and Technology Fund (ITF), 01/09/2000-28/02/2003, HK$5,980,000. (The largest single-project funding in the CSE department history when funded.)
  38. Principal Investigator, “A Multilingual Digital Video Content Hub,” ITS/029/00, Funding From Industrial Sponsors, 01/09/2000-28/02/2003, HK$1,800,000.
  39. Principal Investigator, “Architecture-Based Software Reliability Engineering Techniques,” CUHK4432/99E, RGC Earmarked Grant, 01/10/1999-30/09/2001, HK$405,000.
  40. Principal Investigator, “Assessing the Linguistic Knowledge Learned by Neural Machine Translation Models,” Tencent AI Lab Rhino-Bird Gift Fund, 01/06/2020 – 31/05/2021, HK$330,000.
  41. Principal Investigator, “Intelligent Log Mining and Multi-source Alarm Correlation Analysis,” Huawei R&D Project, 1 January 2019 – 31 January 2019, HK$1,250,000.
  42. Principal Investigator, “An NLP Project in Goal-oriented Dialogue System, Machine Question Generation, and Other Related Areas,” Baidu R&D Project, 2 October 2018 – 1 October, 2019, HK$ 500,000.
  43. Principal Investigator, “Smartphone Software Reliability Evaluation,” Huawei R&D Project, 1 October 2018 – 30 September 2019, HK$1,080,000.
  44. Principal Investigator, “Intelligent Failure Diagnosis Technology & Software Design for Testability: Backend Smartphone Log Analysis,” Huawei R&D Project, 1 December 2016 – 30 November 2017, HK$685,500.
  45. Principal Investigator, “WDM Network Evaluation and Analysis (Phase 2),” Huawei R&D Project, 1 December 2016 – 30 November 2017, HK$705,000.
  46. Principal Investigator, “WDM Network Evaluation and Analysis,” Huawei R&D Project, 9 July 2015 – 30 November 2016, HK$702,500.
  47. Principal Investigator, “Intelligent Multimedia and Distributed Systems Research Center”, SZRIX120905, CUHK Shenzhen Research Institute – SZRI Startup Support Scheme, 01/07/2012 - 30/06/2014, HK$973,200.
  48. Principal Investigator, “Aggregating Spatial-Temporal-Relational Information for Personalized Location-Based Service Recommendation”, EE11685, Google Mobile 2014 Focused Grant Project, 01/10/2011-30/09/2012, HK$400,000.
  49. Principal Investigator, “Mining User Travel Paths for Personalized Point-of-Interest Recommendation,” EE10903, Google Mobile 2014 Focused Grant Project, 01/10/2010-30/09/2011, HK$560,000.
  50. Principal Investigator, “The 41st IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2011)”, EE10661, Croucher Conference, 01/08/2010-31/07/2011, HK$100,000
  51. Principal Investigator, “A Collaborative Machine Learning Framework for Multimedia Information Retrieval,” EE08720, Microsoft Research Asia Research Grant, 01/03/2009-31/12/2009, HK$98,000.
  52. Principal Investigator, “A Universal Plug and Play (UPnP) Service Architecture and Integration Research Center,” CUHK3/06C-SF, Internal Research Grant, 01/06/2007-30/05/2009, HK$290,000.
  53. Principal Investigator, “The Effect of Diversity in Large-Scale Distributed Systems,” JRS 00/07, UK/Hong Kong Joint Research Scheme, the British Council, 01/03/2000-01/12/2001, HK$29,650.
  54. Principal Investigator, “Architecture-Based Techniques and Tools for Software Reliability Engineering,” FHK 00/04, France/Hong Kong Joint Research Scheme, 31/01/2000-31/01/2001, HK$31,100.
  55. Principal Investigator, “Architecture-Based Techniques and Tools for Software Reliability Engineering,” FHK 99/02, France/Hong Kong Joint Research Scheme, 31/03/1999-31/03/2000, HK$30,000.
  56. Principal Investigator, “Structured-Based Software Reliability Modeling Techniques,” EE98003, CUHK/UGC (Direct Grants), 01/10/1998-30/06/2001, HK$80,000.
  57. Principal Investigator, “A Phase-Based Approach for Software Reliability Engineering,” CS97015, CUHK/UGC (Direct Grants), 01/02/1998 -31/01/2000, HK$150,000.

Research Grants and Awards (at JPL and U. of Iowa)

  1. Task Leader, “Technical Guidelines on Software Availability for the Space Station Program,” special research task for NASA code SSR, 1989-1990, US$120K.
  2. Principal Investigator, “New Techniques on Software Reliability Measurements for JPL Projects,” JPL Director's Discretionary Fund, 1990, US$55K.
  3. University of Iowa Old Gold Fellowship Recipient, “New Techniques on Software Reliability Engineering and Measurement,” Summer 1991.
  4. University of Iowa Old Gold Fellowship Recipient, “Reliability Simulations and Predictions for Critical Software Systems,” Summer 1992.
  5. Consultant, “A Linear Combination Graphically Oriented Software Reliability Modeling Tool,” Jet Propulsion Laboratory project funded through the U.S. Air Force Operational Testing and Evaluation Center (AFOTEC), total grant: US$70K for 1992, US$137K for 1993.

Conference Organization

DateTitleOrganization
1998~2015Steering Committee MemberAsian Pacific Software Engineering Conference
2010~presentSteering Committee MemberPacific Rim Dependable Computing Symposium
2017Symposium Co-ChairThe 36th International Symposium on Reliable Distributed Systems (SRDS 2017)
2015Workshop Co-ChairInternational Workshop on Scalable Data Analytics: Theory and Applications (SDA@WSDM 2015)
2015Workshop Co-ChairInternational Workshop on Internet-based Virtual Computing Environment (iVCE 2015)
2014OrganizerIEEE Conference on Data Mining Workshop on Scalable Data Analytics: Theory and Applications (SDA@ICDM 2014)
2014OrganizerIEEE Bigdata 2014 Workshop on Scalable Machine Learning: Theory and Applications (SML@IEEE BigData 2014)
2014OrganizerThe 18th Pacific-Asia Conference on Knowledge Discovery and Data Mining Workshop on Scalable Data Analytics: Theory and Applications (SDA@PAKDD 2014)
2014ChairThe 3rd International Congress on Big Data Services Education Methodology Summit
2014ChairThe 11th IEEE International Conference on Services Computing Services Education Methodology Summit (SCC 2014)
2014ChairThe IEEE 10th World Congress on Services (SERVICES’2014) Services Education Methodology Summit (SERVICES 2014)
2014Steering Committee MemberIEEE International Workshop on Internet-based Virtual Computing Environment (IVCE'2014)
2013OrganizerIEEE Bigdata 2013 Workshop on Scalable Machine Learning: Theory and Applications (SML@IEEE BigData 2013)
2013General Co-ChairCloudSD 2013: 1st International Workshop on Cloud Service Discovery, in conjunction with PAKDD 2013 (SDA@PAKDD 2013)
2013Steering Committee MemberIEEE International Workshop on Internet-based Virtual Computing Environment (IVCE'2013)
2013PC Co-ChairThe 2013 IEEE International Conference on Web Service (ICWS 2013))
2013TPC Co-ChairThe 5th International Conference on Ubiquitous and Future Networks (ICUFN 2013)
2011General ChairThe 41st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'2011)
2011Workshop Co-ChairThe 1st International Workshop on Mobile Location-based Service (MLBS'2011)
2011Advisory Committee MemberIEEE International Conference on Service Computing (SCC'2011)
2011Advisory Committee MemberIEEE World Congress on Services (SERVICES'2011)
2011Advisory Committee MemberIEEE International Conference on Cloud Computing (CLOUD'2011)
2011Advisory Committee MemberIEEE International Conference on Web Services (ICWS'2011)
2011Steering Committee MemberIEEE International Workshop on Internet-based Virtual Computing Environment
2010PC Co-ChairIEEE International Conference on Service Computing (SCC'2010)
2009Advisory Committee MemberThe 8th International Conference on Dependable, Autonomic and Secure Computing (DASC'2009)
2008OrganizerWWW 2008 Workshop on Social Web Search and Mining (SWSM'2008)
2007PC Co-chairInternational Conference on e-Business Engineering (ICEBE'2007)
2007Advisory Committee MemberThe 3rd International Conference on Intelligent Computing (ICIC'2007)
2006Advisory Committee MemberThe 2nd International Conference on Intelligent Computing (ICIC'2006)
2005General Co-chairPacific Rim Dependable Computing Symposium (PRDC'2005)
2005PC Co-chairInternational Symposium on Reliable Distributed Systems (SRDS'2005)
2001PC Co-ChairThe 10th World Wide Web Conference (WWW'2001)
2001General ChairThe 12th International Symposium on Software Reliability Engineering, received Certificate of Appreciation from IEEE Computer Society for outstanding service (ISSRE'2001)
1999PC Co-ChairPacific Rim Dependable Computing Symposium (PRDC'1999)
1996PC Chair7th IEEE International Symposium on Software Reliability Engineering (ISSRE'1996)
1991-1992ChairIEEE Computer Society Cedar Rapids/Iowa City Chapter
1990Steering Committee Member1st IEEE International Symposium on Software Reliability Engineering (ISSRE'1990)
1990-dateVice-chairIEEE Technical Subcommittee on Software Reliability Engineering
1988-1990Co-chairAT&T/JPL/HP Software Reliability Technical Exchange Program
1988CoordinatorNASA Space Station Freedom Technical Conference

PC Membership

DateTitleOrganization
2018Senior PC MemberThe 27th International Joint Conference on Artificial Intelligence (IJCAI2018)
2018PC MemberThe 32nd Annual Conference on Neural Information Processing Systems (NIPS2018)
2018PC MemberThe 29th International Symposium on Software Reliability Engineering (ISSRE2018)
2018PC MemberThe 24th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2018)
2018PC MemberThe 27th International World Wide Web Conference (WWW2018)
2018PC MemberThe 48th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2018)
2017PC MemberThe 28th International Symposium on Software Reliability Engineering (ISSRE2017)
2017PC MemberThe Conference on Uncertainty in Artificial Intelligence (UAI2017)
2017PC MemberThe 10th ACM International Conference on Web Search and Data Mining (WSDM2017)
2016PC MemberThe 27th International Symposium on Software Reliability Engineering (ISSRE2016)
2016PC MemberThe Conference on Uncertainty in Artificial Intelligence (UAI2016)
2016PC MemberThe 30th AAAI Conference on Artificial Intelligence (AAAI2016)
2016PC MemberThe 46th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2016)
2016PC MemberNinth ACM International Conference on Web Search and Data Mining (WSDM2016)
2015RC MemberThe 37th International Conference on Software Engineering (ICSE2015)
2014PC MemberThe 25th IEEE International Symposium on Software Reliability Engineering (ISSRE2014)
2014PC MemberThe 22nd ACM SIGSOFT International Symposium on Foundations of Software Engineering (FSE2014)
2014PC MemberThe 30th Conference on Uncertainty in Artificial Intelligence (UAI2014)
2014PC MemberThe 23rd International World Wide Web Conference (WWW2014)
2014PC MemberThe 33rd IEEE International Symposium on Reliable Distributed Systems (SRDS'2014)
2014PC MemberThe 33rd International Conference on Computer Safety, Reliability and Security (SafeComp’2014)
2014PC MemberThe 20th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'2014)
2014PC MemberThe 15th IEEE International Symposium on High Assurance Systems Engineering (HASE'2014)
2014PC MemberThe 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ( ASONAM '2014)
2014PC MemberThe 8th International Symposium on Theoretical Aspects of Software Engineering (TASE'2014)
2014PC MemberThe 8th International Conference on Weblogs and Social Media (ICWSM'2014)
2013PC MemberThe 22nd International World Wide Web Conference (WWW'2013)
2013PC MemberThe 24th IEEE International Symposium on Software Reliability Engineering (ISSRE'2013)
2013PC Member16th IEEE International Symposium on Object/component/service-oriented Real-time distributed computing (ISORC'2013)
2013PC MemberThe 19th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'2013)
2013PC MemberThe 9th International Conference on Advanced Data Mining and Applications (ADMA'2013)
2013PC MemberThe 37th Annual International Computer Software & Applications Conference (COMPSAC2013)
2013PC MemberThe International Conference on Service Science and Innovation 2013 (ICSSI 2013)
2013PC MemberThe 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining ( ASONAM 2013)
2012PC MemberThe 23rd IEEE International Symposium on Software Reliability Engineering (ISSRE2012)
2012PC MemberThe 18th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2012)
2012PC MemberThe 14th IEEE International Symposium on High Assurance Systems Engineering (HASE2012)
2012PC MemberThe First International Workshop on Dependability Issues in Cloud Computing (DISCCO2012)
2012PC MemberThe 15th IEEE International Conference on Computational Science and Engineering (CSE2012)
2011PC MemberThe 17th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2011)
2011PC MemberThe 13th IEEE International Symposium on High Assurance Systems Engineering (HASE2011)
2011PC MemberFourth ACM International Conference on Web Search and Data Mining (WSDM2011)
2011PC MemberIEEE International Symposium On Object/Component/Service-Oriented Real-Time Distributed Computing
2011PC MemberThe 3rd Workshop on Proactive Failure Avoidance Recovery and Maintenance
2010PC Member33rd Annual ACM SIGIR Conference (SIGIR2010)
2010PC MemberThe 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD2010)
2010PC MemberThird ACM International Conference on Web Search and Data Mining (WSDM2010)
2010PC MemberThe 16th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'10)
2010PC Member19th International World Wide Web Conference (WWW2010)
2010PC MemberThe 2010 International SPA Association (ISPA2010)
2010PC MemberThe 12th IEEE International Symposium on High Assurance Systems Engineering (HASE2010)
2010PC MemberThe 10th International Conference on Quality Softwre (QSIC2010)
2009PC MemberThe 39th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'2009)
2009PC MemberThe 20th International Symposium on Software Reliability Engineering (ISSRE'2009)
2009PC MemberProactive Failure Avoidance, Recovery and Maintenance (PFARM)
2009PC MemberThe 21st International Conference on Software Engineering and Knowledge Engineering (SEKE'2009)
2009PC MemberThe IEEE Workshop on Networking Intelligent Vehicles and Infrastructures (NiVi'09)
2008PC Member17th International World Wide Web Conference (WWW2008)
2008PC MemberThe 19th International Symposium on Software Reliability Engineering (ISSRE'2008)
2008PC MemberInternational Symposium on Reliable Distributed Systems (SRDS'2008)
2008PC MemberThe 14th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'08)
2008PC MemberThe 15th Asia-Pacific Software Engineering Conference (APSEC)
2008PC MemberThe 5th International Service Availability Symposium (ISAS'2008)
2007PC MemberThe 18th International Symposium on Software Reliability Engineering (ISSRE'2007)
2007PC MemberThe 26th IEEE International Symposium on Reliable Distributed Systems
2007PC MemberThe 13th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC'07)
2007PC MemberThe 14th Asia-Pacific Software Engineering Conference (APSEC)
2007PC MemberHawaii International Conference on System Sciences (HICSS) Automated Software Testing and Analysis: Techniques, Practices and Tools Minitrack
2006PC MemberThe 15th International World Wide Web Conference (WWW2006)
2006PC MemberThe 9th International Conference on Computer Science and Informatics (CSI2006)
2006PC MemberThe 17th International Symposium on Software Reliability Engineering (ISSRE'2006)
2006PC MemberThe 5th International Workshop on Assurance in Distributed Systems and Networks (ADSN2006)
2006PC MemberThe 2nd International Conference on Mobile Ad-hoc and Sensor Networks (MSN'06)
2006PC MemberThe 2nd International ICST Workshop on the Value of Security through Collaboration (SECOVAL2006)
2006PC MemberThe 1st International Workshop on Random Testing (RT 2006)
2005PC MemberThe 7th Asia Pacific Web Conference (APWeb' 2005)
2005PC MemberThe 20th Annual ACM Symposium on Applied Computing Trust, Reputation, Evidence and other Collaboration Know-how Track (SAC TRECK)
2005PC MemberThe 5th International Conference on Quality Softwre (QSIC2005)
2005PC MemberInternational Conference on Digital Archive Technologies (ICDAT'2005)
2005PC MemberThe 14th International World Wide Web Conference (WWW'2005)
2005PC MemberThe 17th International Conference on Software Engineering and Knowledge Engineering (SEKE2005)
2005PC MemberThe 1st International ICST Workshop on the Value of Security through Collaboration (SECOVAL2005)
2004PC MemberIASTED International Conference on Software Engineering (SE 2004)
2004PC MemberThe 2003 IEEE International Conference on Multimedia and Expo (ICME’ 2003)
2003PC MemberThe 2003 IEEE/WIC International Conference on Web Intelligence (WI 2003)
2003PC MemberThe 4th International Conference on Web Information System Engineering (WISE 2003)
2002PC MemberThe 2002 World Wide Web Conference (WWW2002)
2002PC MemberInternational Symposium on Empirical Software Engineering (ISESE2002)
2001PC MemberMobile Data Management (MDM'2001)
2000-2002PC MemberInternational Conference on Dependable Systems and Networks (ICDSN)'00,'01,'02
2000, 2002PC MemberPacific Rim Dependable Computing Symposium (PRDC'2000, '02)
2000,2001PC MemberInternational Conference on Probabilistic Safety Assessment and Management (PSAM)
1999-2000PC MemberComputer Systems and Applications Conference (COMPSAC'99, '00)
1999PC MemberWorkshop on Mobile Data Access
1991-2002PC MemberIEEE ISSRE Program Committee
1998,2000PC MemberApplication-Specific Software Engineering Techniques (ASSET'98, '00)
1998-2002PC MemberAsian Pacific Software Engineering Conference (APSEC'98, '99, '00, '01, '02)
1998SC&PC MemberIEEE Workshop on Application-Specific Software Engineering and Technology
1998PC MemberIEEE 28th International Symposium on Fault Tolerant Computing (FTCS'28)
1998,1999PC Member24th and 25th Euromicro Conference
1997PC MemberIEEE International Conference on Engineering Complex Computer Systems
1996,2002PC MemberIEEE Symposium on Reliable Distributed Systems (SRDS'96, SRDS'02)
1996PC MemberIEEE High-Assurance Systems Engineering Workshop (HASE'96)
1990-1993MemberExecutive Committee of IEEE/TC on Software Engineering
1989-1993MemberAIAA Software Reliability Working Group Blue Ribbon Panel

HK/University/College Committee Service

  1. Consultancy to Pro-VP (K. Young) on CUHK campus Year-2000 problem. Meeting: 20 March 1998.
  2. Student Discipline Committee, CSE Department, 1998-date.
  3. Graduate Curriculum Committee, CSE Department, 1997-date.
  4. Show College Student Campus Work Scheme 1998/1999, Title: “Intelligent Web Server for Internet Applications.”
  5. Live Radio Interview, Radio Television Hong Kong (RTHK), Subject: “Year 2000 Problem,” 2 March 1998.
  6. Live Radio Interview, Radio Television Hong Kong (RTHK), Subject: “Internet Security,” 8 June 1998.
  7. Live Radio Interview, Radio Television Hong Kong (RTHK), Subject: “Internet Phone,” 18 June 1998.
  8. Ad-hoc Committee for Promotion of Dr. Franck Xia from Assistant Professor to Associate Professor, Department of Information Systems, University of Macao. Committee meeting: 15 May 1998.
  9. Observer of Assembly of Fellows, Shaw College.
  10. Management Committee, The Center for Innovation and Technology (CINTEC), 1999.Committee meeting: 4 January 1999.
  11. Executive Committee, Digital Library and Next-Generation Internet Initiative. Open Ceremony: 19 March 1999.
  12. Executive Committee, Center for Advancement of E-Commerce Technology (AECT). Open Ceremony: 4 November 1999.
  13. Member, Hong Kong Research Grants Council (RGC) Engineering Panel. Appointment date: December 1999.
  14. Steering Committee, Part-Time Master of Science Program in E-Commerce. Information Seminar: 12 Feb 2000.
  15. External Examiner, School of Science & Technology, The Open University of Hong Kong. 1 Oct 1999 - 31 Oct 2002.
  16. Member, CUHK Administration IT Steering Committee (chaired by Prof. P.K. Liu). Appointment date: August 2000.
  17. Co-Director, Chinese University of Hong Kong Foundation Limited (CUHKF). Appointment date: Sept 2000.
  18. Ph.D. committee, David Wright, City University, London, June 2001.
  19. Member, Assessment Team, Hong Kong IT Excellence Awards, 2001.
  20. Director, Video over InternEt and Wireless (VIEW) Technology Laboratory, CSE Department, CUHK. September 2000 – date. Received over 15 millions funding. Identified as Engineering Faculty’s outstanding research project for CUHK Annual Report 2001-2.
  21. CUHK representative to World Wide Web Consortium (W3C), Oct. 1 2001 - date.
  22. Member, CMM Assessment Grant Vetting Committee, 2003-2004.
  23. Member, Selection Committee of the Joint Research Schemes, UGC, 2003-2005.
  24. Management Committee Member, Mobile Technologies Centre (MobiTeC). Open Ceremony: 19 November 2003.
  25. Director, Computer Science Part-time Master of Science Programme, The Chinese University of Hong Kong, 2006-2009.

Student Advisory

Current students:

Ph.D. students:

  1. BAI, Haoli (柏昊立)
  2. LI, Jingjing (李菁菁)
  3. JIAO, Wenxiang (焦文祥)
  4. WU, Weibin (吳煒濱)
  5. GAO, Yifan (高一帆)
  6. YANG, Tianyi (楊天益)
  7. CHEN, Zhuangbin (陳壯彬)
  8. GU, Wenchao (顧文超)
  9. LIU, Jinyang (劉金楊)
  10. SHEN, Jiacheng (沈家誠)
  11. HUANG, Jen-tse (黃任澤)
  12. PENG, Yun (彭昀)
  13. HUO, Yintong (霍茵桐)
  14. ZHANG, Jianping (張健平)
  15. WANG, Wenxuan (王文軒)

 

MPhil students:

Graduated students:

2002 Ph.D. graduate:

1. GUO Ping: “Studies of Model Selection and Regularization for Generalization in Neural Networks with Applications”

2004 Ph.D. graduate:

2. HUANG Kaizhu: “Learning From Data Locally and Globally”

2005 Ph.D. graduate:

3. CHEN Xinyu: “On Fault Tolerance, Performance, and Reliability for Wireless and Sensor Networks ”

2006 Ph.D. graduate:

4. CAI Xia Teresa: “Coverage-Based Testing Strategies and Reliability Modeling for Fault-Tolerant Software Systems”

5. HOI Chu-Hong Steven: “Statistical Machine Learning for Data Mining and Collaborative Multimedia Retrieval”

2007 Ph.D. graduate:

6. YANG Haixuan: “Machine Learning Models on Random Graphs”

7. NGAI Cheuk-Han Edith: “Delay-Oriented Reliable Communication and Coordination in Wireless Sensor-Actuator Networks”

2008 Ph.D. graduate:

8. CHAN Pik Wah Pat: “Building Reliable Web Services: Methodology, Composition, Modeling and Experiment”

9. XU Zenglin: “Learning from Unlabeled Data: Semi-supervised Learning and Beyond”

10. ZHU Jianke Jackie: “Deformable Surface Recovery and its Applications”

2009 Ph.D. graduate:

11. LI Xiaoqi: “Achieving Secure and Cooperative Wireless Networks with Trust Modeling and Game Theory”

12. DENG Hongbo: “Web Mining Techniques for Query Log Analysis and Expertise Retrieval”

13. ZHOU Yangfan: “Coverage-oriented Network Scheduling and Location-directed Data Collection: Towards Energy-efficient Wireless Sensor Networks”

14. MA Hao: “Learning to Recommendation”

2010 Ph.D. graduate:

15. ZHENG Zibin: “QoS Management of Web Services”

16. YANG Haiqing: “Sparse Learning Under Regularization Framework”

2011 Ph.D. graduate:

17. XIN Xin: “Effective Fusion-based Approaches for Recommender Systems”

18. LIN Zhenjiang: “Link-based Similarity Measurement Techniques and Applications”

19. ZHENG Wujie: “Automatic Software Testing Via Mining Software Data”

2012 Ph.D. graduate:

20. XIONG Junjie: “Protocol Design, Testing, and Diagnosis towards Dependable Wireless Sensor Networks”

21. ZHOU Chao: “Learning with Social Media”

2013 Ph.D. graduate:

22. ZHANG Yilei: “Modeling and Exploiting QoS Prediction in Cloud and Service Computing”

23. ZHANG Qirun: “Scaling CFL-Reachability-Based Alias Analysis: Theory and Practice”

2014 Ph.D. graduate:

24. LI Baichuan: “A Computational Framework for Question Processing in Community Question Answering Services”

25. Chen Shouyuan: “Learning with Limited Samples”

2015 Ph.D. graduate:

26. LING Guang: “Learning to Improve Recommender Systems”

27. Cheng Chen: “Recommendation Systems for Mobile Location Based Service”

2016 Ph.D. graduate:

28. Jieming Zhu: “Data-Driven Quality Management of Online Service Systems”

29. Yu Kang: “Performance Diagnosis of Cloud-Based Mobile Applications”

2017 Ph.D. graduate:

30. Hongyi Zhang: “Modeling the Relationship between Links and Communities for Overlapping Community”

31. Shenglin Zhao: “Point-of-interest Recommendation in Location-based Social Networks”

2018 Ph.D. graduate:

32. Xixian Chen: “Randomized Algorithms for Machine Learning”

33. Pinjia He: “Automated Runtime Data Analysis for System Reliability Management”

34. Cuiyun Gao: “User Review Mining for Assisting App Development”

35. Hui Xu: “Software Obfuscation with Layered Security”

2019 Ph.D. graduate:

36. Xiaotian Yu: “Efficient Learning Stochastic Bandits”

37. Yuxin Su: “Distributed Distance Learning Algorithms and Applications”

38. Jichuan Zeng: “Latent Variable Modeling for Natural Language Understanding”

2020 Ph.D. graduate:

39. Jian Li: “Effective Attention Mechanisms for Sequence Learning”

40. Shilin He: “Interpretability Driven Intelligent Software Reliability Engineering”

41. Pengpeng Liu: “Self-Supervised Learning of Dense Correspondence”

42. Yue Wang: “Neural Keyphrase Generation for Social Media Understanding”



2000 MPhil graduates:

1. CHAN Hing Wing Anthony: “Mobile Agent Security and Reliability Issues in Electronic Commerce”

2. CHONG Ka Lung Steve: “Internet Payment System: Mechanism, Applications, and Experimentation”

3. MA Ka Po Sam: “The Design and Implementation of a Customized, Web-Based Learning Environment”

2001 MPhil graduates:

4. CHEUNG Wing Hang Vincent: “An Adaptive Communication Mechanism for Heterogeneous Distributed Environments Using XML and Servlets”

5. LEE Chi-Wai, Anson: “A Web-based Agent Service Platform for E-commerce Applications”

6. CAI Xia: “Quality Prediction for Component-Based Software Development: Techniques and A Generic Environment”

2002 MPhil graduates:

7. KWOK Chi Leung Kenny: “A Generic Chinese PAT Tree Data Structure for Chinese Documents Clustering”

8. WONG Tsz Yeung: “A Progressive Fault Detection and Service Recovery Mechanism in Mobile Agent Systems”

9. NG Chung Wing Nicky: “ADVISE: Advanced Digital Video Information Segmentation Engine”

10. MA Chak Kei Jacky: “The Structured-Element Object Model for XML”

2003 MPhil graduates:

11. TANG Ho Man Sunny: “Face Recognition Committee Machine: Methodology, Experiments, and A System Application”

12. JANG Kim Fung Harvest: “A Generic Face Processing Framework: Technologies, Analyses and Applications”

2004 MPhil graduates:

13. CHAN Pik-Wah Pat: “Digital Video Watermarking Techniques for Secure Multimedia Creation and Delivery”

14. NGAI Cheuk-Han Edith: “Trust- and Clustering-Based Authentication Service in MANET”

15. HOI Chu Hong Steven: “Learning on Relevance Feedback in Content-based Image Retrieval”

2005 MPhil graduates:

16. LU Shi Louis: “Content Analysis and Summarization for Video Documents”

2006 MPhil graduates:

17. ZHOU Yangfan: “Reliable Wireless Sensor Networks”

2007 MPhil graduates:

18. WONG Yuk Man Wyman: “Design, Implementation, and Evaluation of Scalable Content-Based Image Retrieval Techniques”

2012 MPhil graduates:

19. Priyanka Garg: “Impact of Opinions in Social Networks”

2015 MPhil graduates:

20. Junjie Hu: “Kernelized Online Imbalanced Learning”

2019 MPhil graduates:

21. Han Shao: “Linrat Stochastic Bandits with Heavy-Tailed Payoffs”



1999 Part-Time MSc graduates:

1. SZE Kwan Shan Sam:“Code Coverage Techniques and Tools for Software Testing”

2. CHOW Kwok Chung: “CORBA Implementation on Association Service”

3. KEUNG Kin Wai Andrew: “Distributed Transaction on CORBA”

4. KAM Shu Kai Andy: “Booking Service on Internet to Demonstrate Distributed Transactions on CORBA”

5. LAU Kwok Ying Lorrien: “Security Issues on Distributed Systems”

6. TANG Cheung Yin: “Distributed Name Server Consistency”

7. POON Ping Yeung: “Web-Based Learning with CORBA”

2000 Part-Time MSc graduates:

8. CHAU Chi Wing Smith: “A Computer Aided Dispatch System on CORBA/Java Platform”

9. LEE Chun Ho Howard: “B2B Implementation in Java, CORBA, and XML Technologies”

10. LEE Ting Kwok: “Entertainment Information System Using CORBA”

11. CHAN Chai Man: “WAPCRMS – Wireless Application Protocol based Customer Relationship Management System”

2002 Part-Time MSc graduates:

12. CHENG C.K. Thomas: “Design and Implementation of Three-tier Distributed VoiceXML based Speech System”

2003 Part-Time MSc graduates:

13. LEE Ka Yan Sunny: “Virtual Media Center: A Generic Architecture for Distributed Video-On-Demand Services”

14. CHAU Ting Hin Tony: “Horse Racing Simulation System”

15. NGAN Chi Wai Wilson: “Horse Racing System”



1998 Final Year Project graduates:

1. FUNG Lap Yeung and LAU Chi Wai: “TradeNet: A Web-Based Stock Trading Center”

2. WAN Yung Chun and LAM Shu Yin: “QoS in Communication Networks”

3. CHEUNG Wing Hang Vincent and KEUNG Kin Bun: “Caching Techniques for Web Servers”

4. KWOK Chi Leong Kenny and KAM Chung Yu: “Multimedia Web Presentation System”

1999 Final Year Project graduates:

5. HO Chi Ho Malcolm and LAU Chi Ho Arthur: “TravelNet: A Web-Based On-Line Travel Agency”

6. WONG Ho Yin Starsky and WONG Kwok Hung: “Digital School”

7. HO Pun Mo Matchman and NG Maggie: “QoS schemes in Wireless Communication Networks”

8. MA Chak Kei Jacky and CHUNG Kit San: “A Multimodal Digital Video Library”

9. WONG Tsz Yeung and WONG Ka Ming: “Secure Mobile Agent Systems”

2000 Final Year Project graduates:

10. WAT Hong Fai Tony and YAN Wai Keung: “Wireless Based Mobile E-Commerce on the Web”

11. TANG Ho Man Sunny and JANG Kim Fung Harvest: “Wireless Cyber Campus”

12. HO Man Lam and CHENG Tsz Hei: “Mobile Agent in Double Auction Market”

2001 Final Year Project graduates:

13. YEUNG Kam Wah Michael and LAM Yee Gordon: “Wireless Digital Information System”

14. NGAI Cheuk Han Table and CHAN Pik Wah Pat: “XML for Interoperable Digital Video Library”

15. GAO Zheng Hong and LEI Mo: “Speech recognition Techniques for Digital Video Library”

2002 Final Year Project graduates:

16. LO Man Kit Marcus and LEUNG Pui Yin Carol: “The Open Bluetooth? Networking Game Development Platform”

17. FOK Ka Ling Alex and NG Lai Sze Sally: “AdvAIR: Advanced Audio Information Retrieval System”

18. WONG Chi Hang and TSANG Siu Fung Vincent: “Smart Traveler with Visual Translator for OCR and Face Recognition”

2003 Final Year Project students:

19. MOK Ming Fai Peter and LEE Kwok Chau Tommy: “Location-based Services Using GSM Cell Information over Symbian OS”

20. CHAN Hiu Fai Philip and NG Chok Ming Lewis: “PVCAIS – Personal VideoConference Archives Indexing System”

21. YUEN Pak Kei Ivan and TONG Pak Hin Tim: “Video Object Tracking and Replacement for Post TV Production”

2004 Final Year Project students:

22. FUNG Ka Kin and MA Tilen: “Location-Based Multimedia Mobile Service”

23. CHOW Chiu Hung and LAM Hei Tat Albert: “Augmented Reality Table for Interactive Card Games”

24. WONG Yuk Man and LAM Man Kit: “Mobile Motion Tracking using Onboard Camera”

2005 Final Year Project students:

25. HO Tsz Wing and LAU Wai Shun Jack: “P2P Digital TV Recorder”

26. LEUNG Man Kin Stephen and NG Ying Kit Tommy: “Panorama On Symbian”

27. CHAN Shing Kai Kelvin and CHAU Chuck Jee: “P2P Digital TV Recorder”

2006 Final Year Project students:

28. TO Wai Chi Vincy and SHUM Hei Lun Raymond: “Automatic PhotoHunt Generation on Mobile Phone”

29. WONG Chi Kin Dennis and CHEUNG Ka Shun: “Tele-Boxing- Eye-Toy like network game on TeleStation”

30. LAI Chung Sum and SIU Ho Tung: “Virtual Dart - an Augmented Reality Game on Mobile Devise”

2007 Final Year Project students:

31. CHAN Kwan Ho Getter and KWONG Kwok Wai Patrick: “Buddy Internet Exchange (BIX)”

32. TSOI Chi Hung Tony and NG Kwok Ho Alex: “Legendary of 18 Weapons, Motion Capture Data Analysis for Wii Remote”

33. HUANG Hiu Fung and WONG Chung Hoi Patrick: “Parallel Distributed Programming on PS3”

2009 Final Year Project students:

34. WONG Chi Chung, Chung and LEUNG Chun Wai, Wai: “Form Trajectory Tracking using Video Camera Array (VICAR)”

35. LAM Ka Lok, Kalok and NGO Yu Cheung, Gary: “Network View Dependant Rendering Computer Game”

36. Leung Wai Keong, Otto and POON Ka Wai, Gavin: “HDTV Transport Stream File Purifying Tool”

2010 Final Year Project students:

37. Aaron Sung Siu Hang and Kenson Cheung Kam Shun: “Comic Panel Extractor and Viewer for Enhancing Accessibility on iOS4”

38. Chu Yan Shing and Wu Bing Chuan: “Cloud Computing Technologies and Applications”

39. Jackie LIU Kwan Chak and Donald CHEUNG Kwan Yau: ” Unleashing Brain Powers: A Study on Development of BCI-enhanced Computer Games”

2011 Final Year Project students:

40. Mo Lim Kwan and Li Wai Lun: “Tablet Apps for Supporting Research Activity”

41. Ng Ka Hung and Chan Hing Faat: “i.Digi.T.able - Digital Interactive Game Interface Table Apps for iPad”

42. Chiu Chi Kam and Alex Wong Ka Yan: “iSurveillance: Interactive Surveillance Video Query Apps for iPad”

2012 Final Year Project students:

43. Lai Tai Shing Sammy and Chan Wai Yeung : “3D Dance Head Using Kinect And 3D Projector”

44. Sinn Lok Tsun Jimmy and Leung Chak Hang Jack : “vPresent: Collaborative Presentation System on Mobile Devices”

45. Huen Shiu Fung and Tsang Sze Hong: “A Mobile Assisted Localization Scheme for Augmented Reality”

2013 Final Year Project students:

46. WU Han Ning (Henry) and CHAN Sin Yee (Kristie): “Mobile Application Using NFC”

47. HONG Shiqi (Sylvia) and WANG Boyu: “Perceptual Application Development using Intel Perceptual Computing SDK

48. ZOU Lei (Eve) and LUO Xin (Rose): “Real-Time Morse Code Communication App”

2014 Final Year Project students:

49. Lam Ka Ho and Wong Chor Man : “AndroidCopter”

50. Wan Ka Ki and Cheung Wing Long: “Indoor location Service with iBeacon”

51. Ng Ping Him and Yeung Tak Wing: “Exhibition Navigation with iBeacon”

 
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