Table of Contents

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

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

Books

  1. Software Fault Tolerance, Michael R. Lyu (ed.), Wiley, 1995.
  2. Handbook of Software Reliability Engineering, Michael R. Lyu (ed.), Mcgraw-Hill, 1996.
  3. Machine Learning: Modeling Data Locally and Globally, Kai-Zhu Huang, Haiqin Yang, Irwin King and Michael R. Lyu, Springer, 2008.
  4. More Than Semi-supervised Learning: A unified view on Learning with Labeled and Unlabeled Data , Zenglin Xu, Irwin King and Michael R. Lyu, LAP LAMBERT Academic Publishing, 2010.
  5. Sparse Learning Under Regularization Framework: Theory and Applications, Haiqin Yang, Irwin King and Michael R. Lyu, LAP LAMBERT Academic Publishing, 2011.
  6. QoS Management of Web Services, Zibin Zheng and Michael R. Lyu, Springer, 2013.
  7. QoS Prediction in Cloud and Service Computing, Yilei Zhang and Michael R. Lyu, Springer, 2017.

Journals and Refereed Book Chapters

Journal Papers

—-2017—-

  1. “Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation,” Shenglin Zhao, Irwin King, and M. R. Lyu, Neural Processing Letters (NPL), accepted.
    Paper [ML]

  2. “Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems,” Hongbing Wang, Lei Wang, Qi Yu, Zibin Zheng, Athman Bouguettaya, and M.R. Lyu, IEEE Transactions on Software Engineering. (TSE), vol.43, issue.6, 2017, pp.556-579.
    Paper [SE]

  3. “Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization,” Jieming Zhu, Pinjia He, Zibin Zheng, and M.R. Lyu, IEEE Transactions on Parallel and Distributed systems. (TPDS), vol.28, issue.10, 2017, pp.2911-2924.
    Paper [DS]



    —-2016—-
  4. “ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy,” Pengfei Chen, Yong Qi, Xinyi Li, Di Hou and M.R. Lyu, IEEE Transactions on Dependable and Secure Computing (TDSC), accepted.
    Paper [DS]

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

  6. “Assessing the Security Properties of Software Obfuscation,” Hui Xu, and Michael R. Lyu, IEEE Security & Privacy Magazine, vol.14, issue.5, 2016, pp.80-83.
    Paper [SE]

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

  8. “A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation,” Xinyu Wang, Jianke Zhu, Zibin Zheng, Wenjie Song, Yuanhong Shen, and M.R. Lyu, ACM Transactions on the Web (TWeb), vol.10, no.1, 2016, no.7.
    Paper [DS]

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



    —-2015—-
  10. “Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems,” S. Wang, Z. Zheng, Z. Wu, M. Lyu, F. Yang, IEEE Transactions on Services Computing (TSC), vol.8, no.5, 2015, pp. 755-767.
    Paper [DS]

  11. “Maximum margin semi-supervised learning with irrelevant data,” Haiqin Yang, Kaizhu Huang, Irwin King and M.R. Lyu, Neural Networks (NN), vol. 70, Oct. 2015, pp. 90-102.
    Paper [ML]

  12. “Budget constrained non-monotonic feature selection,” Haiqin Yang, Zenglin Xu, M.R. Lyu and Irwin King, Neural Networks (NN), vol. 71, Nov. 2015, pp. 214-224.
    Paper [ML]

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

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

  15. “Service Fault Tolerance for Highly Reliable Service-Oriented Systems: An Overview,” Zibin Zheng, M.R. Lyu, and Huaimin Wang, SCIENCE CHINA Information Sciences, vol.58, no.5, 2015, pp. 1-12.
    Paper [DS]

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

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

  18. “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, and M.R. Lyu, IEEE Transactions on Services Computing (TSC), vol.8, no.3, 2015, pp. 398-409.
    Paper [DS]

  19. “Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing,” M.R. Lyu, and Liang-Jie Zhang, IEEE Transactions on Services Computing (TSC), vol.8, no.3, 2015, pp. 422-424.
    Paper [DS]

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



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

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

  23. “An Online Performance Prediction Framework for Service-Oriented Systems,” Yilei Zhang, Zibin Zheng, and M.R. Lyu, IEEE Transactions on System, Man, and Cybernetics, Part A (TSMCA), vol.44, no.9, 2014, pp.1169-1181.
    Paper [DS]

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

  25. “Modeling and Exploiting Tag Relevance for Web Service Mining,” Jian Wu, Liang Chen, Zibin Zheng, Yanan Xie, M.R. Lyu, and Zhaohui Wu, Knowledge and Information Systems (KAIS), vol.9, no.1, 2014, pp. 153-173.
    Paper [DS]

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

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

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

  29. QoS-Aware Web Service Recommendation via Collaborative Filtering,” Xi Chen, Zibin Zheng, and M.R. Lyu, Web Services Foundations, 2014, pp. 563-588.
    Paper [DS]

  30. “CGA-based Deadlock Solving Strategies Towards Vehicle Sensing Systems,” Jianlong Xu, Zibin Zheng, and M.R. Lyu, EURASIP J. Wireless Comm. and Networking, 2014.
    Paper [DS]

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



    —-2013—-
  32. “Efficient Online Learning for Multi-Task Feature Selection,” Haiqin Yang, M.R. Lyu, and Irwin King, ACM Transactions on Knowledge Discovery from Data, vol.7, no.2, 2013, pp.6:1-6:27.
    Paper [ML]

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

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

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

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

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

  38. “An Online Service-oriented Performance Profiling Tool for Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Yangfan Zhou, M.R. Lyu, Hua Cai, and Gang Yin, Frontiers of Computer Science, vol. 7, no. 3, 2013, pp. 431-445.
    Paper [DS]

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



    —-2012—-
  40. “Enhanced Models for Expertise Retrieval Using Community-Aware Strategies,” Hongbo Deng, I. King, and M.R. Lyu, in IEEE Transactions on Systems, Man, and Cybernetics (TSMCB), vol. 42, no. 1, 2012.
    Paper [ML]

  41. “Component Ranking for Fault-Tolerant Cloud Applications,” Zibin Zheng, Chao Zhou, M.R. Lyu, and I. King, IEEE Transactions on Service Computing (TSC), vol. 5, no. 4, 2012, pp. 540-550.
    Paper [DS]

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

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

  44. “MatchSim: A Novel Similarity Measure based on Maximum Neighborhood Matching,” Zhenjiang Lin, M.R. Lyu and I. King, Knowledge and Information Systems (KAIS), vo. 32, no. 1, 2012, pp. 141-166.
    Paper [ML]

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



    —-2011—-
  46. “A Reliable and Efficient MAC protocol for Underwater Acoustic Sensor Networks,” J. Xiong, M.R. Lyu, and K. Ng, International Journal of Distributed Sensor Networks (IJDSN), special issue on Sensor Networks for High-Confidence Cyber-Physical Systems, 2011, pp. 1-12.
    Paper [DS]

  47. “Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models,” C.Y. Huang and M.R. Lyu, IEEE Transactions on Reliability, vol. 60, no. 2, 2011, pp. 498-514.
    Paper [SE]

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

  49. “Improving Recommender Systems by Incorporating Social Contextual Information,” H. Ma, Chao Zhou, M.R. Lyu and I. King, ACM Transactions on Information Systems (TOIS), vol. 29, no. 2, 2011, pp. 9:1-9:23.
    Paper [ML]

  50. “Efficient Sparse Generalized Multiple Kernel Learning,” H. Yang, Z. Xu, J. Ye, I. King, and M.R. Lyu, IEEE Transactions on Neural Network (TNN), vol. 22, no. 3, 2011, pp. 433-446.
    Paper [ML]

  51. “Near-Duplicate Keyframe Retrieval by Semi-Supervised Learning and Nonrigid Image Matching,” J. Zhu, S. Hoi, M.R. Lyu and S. Yan, ACM Transactions on Multimedia Computing, Communications and Applications, vol. 7, no. 1, 2011, pp. 4:1-4:24.
    Paper [MM]

  52. QoS-Aware Web Service Recommendation by Collaborative Filtering,” Zibin Zheng, H. Ma, M.R. Lyu, and I. King, IEEE Transactions on Service Computing (TSC), vol. 4, no. 2, 2011, pp. 140-152.
    Paper [DS]



    —-2010—-
  53. “Bridging the Semantic Gap between Image Contents and Tags,” H. Ma, J. Zhu, M.R. Lyu and I. King, IEEE Transaction on Multimedia, vol. 12, no. 5, 2010, pp. 462-473.
    Paper [MM]

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

  55. “Automatic string test data generation for detecting domain errors,” R. Zhao, M.R. Lyu, and Y. Min, Software Testing, Verification and Reliability, vol. 20, no. 3, 2010, pp. 209-236.
    Paper [SE]

  56. “A Delay-Aware Reliable Event Reporting Framework for Wireless Sensor-Actuator Networks,” E.C.-H. Ngai, Y. Zhou, M.R. Lyu, J. Liu, Journal of Ad Hoc Networks, 2010, pp. 694-707.
    Paper [DS]

  57. “An Adaptive QoS-Aware Fault Tolerance Strategy for Web Services,” Zibin Zheng and M.R. Lyu, Springer Journal of Empirical Software Engineering (EMSE), vol. 15, no. 4, 2010, pp. 323-345.
    Paper [DS]

  58. “Discriminative Semi-supervised Feature Selection via Manifold Regularization,” Z. Xu, I. King, M.R. Lyu, and R. Jin, IEEE Transactions on Neural Network (TNN), vol. 21, no. 7, 2010, pp. 1033-1047.
    Paper [ML]



    —-2009—-
  59. “An Adaptive Delay-Minimized Route Design for Wireless Sensor–Actuator Networks”, E.C.-H. Ngai, Jiangchuan Liu, and M.R. Lyu, IEEE Transactions on Vehicular Technology, vol. 58, no. 9, 2009, pp. 5083-5094.
    Paper [DS]

  60. “A Novel Kernel-Based Maximum a Posteriori Classification Method,” Z. Xu, K. Huang, J. Zhu, I. King, and M.R. Lyu, Neural Networks, vol. 22, no. 6, 2009, pp. 977-987.
    Paper [ML]

  61. “Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval,” S.C.H. Hoi, R. Jin, and M.R. Lyu, IEEE Transactions on Knowledge and Data Engineering, vol. 21, no. 9, 2009, pp. 1233-1248.
    Paper [MM]

  62. “A Fast 2D Shape Recovery Approach by Fusing Features and Appearance,” J. Zhu, M.R. Lyu and T. S. Huang, IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 31, no. 7, 2009, pp. 1210-1244.
    Paper [MM]

  63. “Semi-Supervised SVM Batch Mode Active Learning with Applications to Image Retrieval,” S.C.H. Hoi, R. Jin, J. Zhu, and M.R. Lyu, ACM Transactions on Information Systems, 2009, vol. 27, no. 3.
    Paper [MM]

  64. “Localized support vector regression for time series prediction,” H. Yang, K. Huang, I. King, and M.R. Lyu. Neuocomputing, vol. 72, iss. 10-12, 2009, pp. 2659-2669.
    Paper [ML]

  65. “On Sensor Network Reconfiguration for Downtime-Free System Migration”, Y. Zhou, M.R. Lyu, and J. Liu, ACM/Springer Mobile Networks and Applications (MONET), vol. 14, no. 2, 2009, pp. 241-252.
    Paper [DS]

  66. “A Volume-Based Heat-Diffusion Classifier,” H. Yang, M.R. Lyu, and I. KING, IEEE Transactions on Systems, Man, and Cybernetics, vol. 39, no. 2, 2009, pp. 417-430.
    Paper [ML]

  67. “Arbitrary Norm Support Vector Machines,” K. Huang, D. Zheng, I. King, M.R. Lyu, Neural Computation, vol. 21, no. 2, 2009, pp. 560-582.
    Paper [ML]



    —-2008—-
  68. “Robust Regularized Kernel Regression,” J. Zhu, S.C.H. Hoi and M.R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, vol. 38, no. 6, 2008, pp. 1639-1644.
    Paper [MM]

  69. “A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval”, S.C.H. Hoi, M.R. Lyu, IEEE Transactions on Multimedia, vol. 10, iss. 04, 2008, pp. 607-619.
    Paper [MM]

  70. “A Study of Regularized Gaussian Classifier in High-dimension Small Sample Set Case based on MDL Principle with Application to Spectrum Recognition”, P. Guo, Y. Jia and M.R. Lyu, Pattern Recognition (2008), vol. 41, no. 9, 2008, pp. 2842-2854.
    Paper [ML]

  71. “Face Annotation Using Transductive Kernel Fisher Discriminant”, J. Zhu, S.C.H. Hoi, and M.R. Lyu, IEEE Transactions on Multimedia, vol. 10, iss. 01, 2008, pp. 86-96.
    Paper [MM]

  72. “Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks,” E.C.-H. Ngai and M.R. Lyu, International Journal of Wireless and Mobile Computing, to be published.
    Paper [DS]

  73. “Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally,” K. Huang, H. Yang, I. King, and M.R. Lyu, IEEE Transactions on Neural Networks, vol. 19, iss. 2, 2008, pp. 260-272.
    Paper [ML]



    —-2007—-
  74. “Feature Selection Based on Minimum Error Minimax Probability Machine,” Z. Xu, I. King, and M.R. Lyu, International Journal of Pattern Recognition and Artificial Intelligence, vol. 21, iss. 8, 2007, pp. 1279-1292.
    Paper [ML]

  75. “The Generalized Dependency Degree Between Attributes,” H. Yang, I. King, and M.R. Lyu, Journal of the American Society for Information Science and Technology, vol. 58, no. 14, 2007. pp. 2280-2294.
    Paper [ML]

  76. “An Efficient Intruder Detection Algorithm Against Sinkhole Attacks in Wireless Sensor Networks,” E.C.-H. Ngai, J. Liu, and M.R. Lyu, Computer Communications, vol. 30, 2007, pp.2353-2364.
    Paper [DS]

  77. “An Assessment of Testing-Effort Dependent Software Reliability Growth Models,” C.Y. Huang, S.Y. Kuo, and M.R. Lyu, IEEE Transactions on Reliability, vol. 56, no. 2, 2007, pp. 198-211.
    Paper [SE]

  78. “Extraction and Segmentation of Tables from Chinese Ink Documents Based on a Matrix Model,” X.W. Zhang, M.R. Lyu, and G.Z. Dai, Pattern Recognition, vol. 40, 2007, pp. 1855-1867.
    Paper [MM]

  79. “A Novel Discriminative Naive Bayesian Network for Classification,” Kaizhu Huang, Zenglin Xu, Irwin King, M.R. Lyu and Zhangbing Zhou, Bayesian Network Technologies: Applications and Graphical Models ed. by Ankush Mittal, Ashraf Kassim and Tele Tan. 2007, pp. 1-12.
    [ML]

  80. “A Tutorial on RDF with Jena,” Wan Yeung Wong, Tak Pang Lau, Irwin King and M.R. Lyu, Advances in Electronic Business (Vol. 2) ed. by Eldon Yu-Zen Li, Timon C. Du. pp.116-140. Idea Group Publishing, 2007.08.
    [ML]

  81. “A hybrid particle swarm optimization–back-propagation algorithm for feedforward neural network training,” J.R. Zhang, J. Zhang, T.M. Lok, and M.R. Lyu, Elsevier Applied Mathematics and Computation, vol. 185, iss. 2, 2007, pp. 1026-1037.
    Paper [ML]

  82. “A Hierarchical Mixture Model for Software Reliability Prediction,” S. Li, Q. Yin, P. Guo, and M.R. Lyu, Elsevier Applied Mathematics and Computation, vol. 185, iss. 2, 2007, pp. 1120-1130.
    Paper [ML]

  83. “Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network,” P. Guo, H. Li, and M.R. Lyu, International Journal of Wavelets, Multiresolution and Information Processing, vol. 5, no. 1, 2007, pp. 15-26.
    Paper [ML]



    —-2006—-
  84. “How should software reliability engineering (SRE) be taught?,” M. Garzia, J. Hudepohl, W. Snipes, M.R. Lyu, J. Musa C. Smidts, and L. Williams, in ACM SIGSOFT Software Eng. Notes, vol. 31, iss. 4, 2006, pp. 1-5.
    Paper [SE]

  85. “A Novel Adaptive Sequential Niche Technique for Multimodal Function Optimization,” J. Zhang, D.S.Huang, T.-M. Lok, and M.R. Lyu, Neurocomputing, vol. 69, no. 16-18, 2006, pp. 2396-2401.
    Paper [ML]

  86. “Predicting Protein Interaction Sites from Residue Spatial Sequence Profile and Evolution Rate,” B. Wang, P. Chen, D.S. Huang, J.-J. Li, T.-M. Lok, M.R. Lyu, FEBS Letters, vol. 580, no. 2, 2006, pp. 380-384.
    Paper [ML]

  87. “Network Analysis of the Protein Chain Tertiary Structures of Heterocomplexes,” J.-J. Li, D.S.Huang, T.-M. Lok, M.R. Lyu, Y.-X. Li and Y.-P. Zhu, Protein and Peptide Letters, vol. 13, no. 4, 2006, pp. 391-396.
    Paper [ML]

  88. “Imbalanced Learning With Biased Minimax Probability Machine,” K. Huang, H. Yang, I. King, and M.R. Lyu, IEEE Transactions on System, Man, and Cybernetics Part B, vol. 36, iss. 4, 2006, pp. 913-923.
    Paper [ML]

  89. “A Modified Learning Algorithm Incorporating Additional Functional Constraints into Neural Networks,” Fei Han, Xu-Qin Li, M.R. Lyu, and T. M. Lok, International Journal of Pattern Recognition and Artificial Intelligence, vol. 20, no. 2, 2006, pp. 129–142.
    [ML]

  90. “A novel shrinkage technique based on the normal inverse Gaussian density model,” Li Shang, De-Shuang Huang, T. M. Lok and M.R. Lyu, Transactions of the Institute of Measurement and Control, vol. 28, no. 1, 2006, pp. 109-119(11).
    [ML]

  91. “Nonnegative Independent Component Analysis Based on Minimizing Mutual Information Technique,” C.-H. Zheng, D.S. Huang, Z.-L. Sun, M.R. Lyu, and T.-M. Lok, Neurocomputing, vol. 69, no. 7-9, 2006, pp. 878-883.
    Paper [ML]

  92. “Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine,” K. Huang, H. Yang, I. King and M.R. Lyu, IEEE Transactions on Biomedical Engineering, vol. 53, no. 5, 2006, pp. 821- 831.
    Paper [ML]

  93. “A Unified Log-based Relevance Feedback Scheme for Image Retrieval,” S. C.H. Hoi, M.R. Lyu and R. Jin, IEEE Transaction on Knowledge and Data Engineering (TKDE), vol. 18, no. 4, 2006, pp. 509-524.
    Paper [MM]

  94. “Collaborative Image Retrieval via Regularized Metric Learning,” L. Si, R. Jin, S. C.H. Hoi and M.R. Lyu, ACM Multimedia Systems Journal, special issue on Machine Learning Approaches to Multimedia Information Retrieval, vol. 12, no. 1, April 2006, pp. 34-44.
    Paper [MM]

  95. “Incorporating Fault Debugging Activities into Software Reliability Models: A Simulation Approach,” S. Gokhale, M.R. Lyu, and K.S. Trivedi, IEEE Transactions on Reliability, vol. 55, no. 2, 2006, pp. 281-292.
    Paper [SE]

  96. “Extraction of Line Segments and Circular Arcs From Freehand Strokes Based on Segmental Homogeneity Features,” X. Zhang, J. Song, G. Dai, M.R. Lyu, IEEE Transactions on Systems, Man, and Cybernetics—Part B: Cybernetics, vol. 36, no. 2, 2006, pp. 300-311.
    Paper [MM]



    —-2005—-
  97. “Optimal Release Time for Software Systems Considering Cost, Testing-Effort, and Test Efficiency,” C.Y. Huang and M.R. Lyu, IEEE Transactions on Reliability, vol. 54, no. 4, 2005, pp. 583-591.
    Paper [SE]

  98. “Optimal Testing Resource Allocation, and Sensitivity Analysis in Software Development,” C.Y. Huang and M.R. Lyu, IEEE Transactions on Reliability, vol. 54, no. 4, 2005, pp.592-603.
    Paper [SE]

  99. “A Novel Scheme for Hybrid Digital Video Watermarking: Approach Evaluation and Experimentation,” P.W. Chan, M.R. Lyu, and R. T. Chin, IEEE Transactions on Circuits and Systems for Video Technology , vol. 15, no. 12, 2005, pp. 1638-1649.
    Paper [MM]

  100. “A Generic Enrivinment for COTS Testing and Quality Prediction,” X. Cai, M.R. Lyu, and K. Wong, Testing Commercial-off-the-shelf components and Systems ed. by S. Beydeda and V. Gruhn, Berlin: Springer-Verlag, 2005, pp.315-347.
    Paper [SE]

  101. “Local Learning vs. Global Learning: An Introduction to Maxi-Min Margin Machine,” K. Huang, H. Yang, I. King, and M.R. Lyu, Support Vector Machines: Theory and Applications, Wang, Lipo (Eds.), Springer, vol. 177, 2005, pp. 113-132.
    Paper [ML]

  102. “A Simulation Approach to Structure-Based Software Reliability Analysis,” S.S. Gokhale and M.R. Lyu, IEEE Transactions on Software Engineering, vol. 31, no. 8, 2005, pp. 643-656.
    Paper [SE]

  103. “Reliability Analysis for Various Communication Schemes in Wireless CORBA,” X. Chen and M.R. Lyu, IEEE Transactions on Reliability, vol. 54, no. 2, 2005, pp. 232-242.
    Paper [DS]

  104. “A Hough Transform Based Line Recognition Method Utilizing Both Parameter Space and Image Space,” J. Song and M.R. Lyu, Pattern Recognition Journal, vol. 38, 2005, pp. 539-552.
    Paper [MM]

  105. “Reliability Assessment and Sensitivity Analysis of Software Reliability Growth Modeling Based on Software Module Structure,” J. H. Lo, C. Y. Huang, I. Y.Chen, S. Y. Kuo, and M.R. Lyu, Journal of Systems and Software, vol. 76, issue 1, 2005, pp. 3-13.
    Paper [SE]

  106. “Recognition of Merged Characters Based on Forepart Prediction, Necessity-Sufficiency Matching, and Character-Adaptive Masking,” J. Song, Z. Li, M.R. Lyu, and S. Cai, IEEE Trans. on System, Man, and Cybernetics: Part B, vol. 35, no. 1, 2005, pp. 2-11.
    Paper [MM]

  107. “A Comprehensive Method for Multilingual Video Text Detection, Localization, and Extraction,” M.R. Lyu, J. Song, and M. Cai, IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, iss. 2, 2005, pp. 243-255.
    Paper [MM]



    —-2004—-
  108. “A Framework for Indexing Personal Videoconference,” J.-Q. Song, M.R. Lyu, and J.-N. Hwang, Video Data Management and Information Retrieval,S. Deb (ed.), Idea Group Publishing, 2004, pp. 293-320.
    Paper [MM]

  109. “Improving Chow-Liu Tree Performance By Mining Association Rules,” K. Huang, I. King, M.R. Lyu, and H. Yang, Neural Information Processing: Research and Development. Series: Studies in Fuzziness and Soft Computing, vol. 152. Rajapakse, Jagath C.; Wang, Lipo (Eds.). Springer-Verlag. 2004, pp. 94-112.
    Paper [ML]

  110. “Effective Multi-Resolution Arc Segmentation: Algorithms and Performance Evaluation,” J. Song, M.R. Lyu, and S. Cai, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 26, no. 11, 2004, pp. 1491-1506.
    Paper [ML]

  111. “The minimum Error Minimax Probability Machine,” K. Huang, H. Yang, I. King, M.R. Lyu, and L. Chan, Journal of Machine Learning Research, issue 5, 2004, pp. 1253-1286.
    Paper [ML]

  112. “Design and Evaluation of A Fault Tolerant Mobile Agent System,” M.R. Lyu, X. Chen, and T.-Y. Wong, IEEE Intelligent Systems, pecial Issue on Dependable Agent Systems, vol. 19, iss. 5, 2004, pp. 32-38.
    Paper [SE]

  113. “Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain,” S. Gokhale, M.R. Lyu, and K.S. Trivedi, Software Quality Journal, vol. 12, iss. 3, 2004, pp. 211-230.
    Paper [SE]

  114. “Extraction of Karyocytes and their Components from Microscopic Bone Marrow Images Based on Regional Color Features,” X.-W. Zhang, J.-Q. Song, M.R. Lyu and S.-J. Cai, Pattern Recognition Journal, vol. 37, iss. 2, 2004, pp. 351-361.
    Paper [MM]

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



    —-2003—-
  116. “A Unified Scheme of Some Non-Homogeneous Poisson Process Models for Software Reliability Estimation,” C.Y. Huang, M.R. Lyu, and S.Y. Kuo, IEEE Transactions on Software Engineering, vol. 29, no. 3, 2003, pp. 261-269.
    Paper [SE]



    —-2002—-
  117. “Regularization Parameter Estimation for Feedforward Neural Networks,” P. Guo, M.R. Lyu, and C.L.P. Chen, IEEE Transactions on Systems, Man, and Cybernatics, Part B, 2002, pp.35-44.
    Paper [ML]

  118. “Editorial for Special Issue on XML,” M. Marchiori, M.E. Zurko, and M.R. Lyu, Computer Networks, vol. 39, issue 5, 2002, pp. 469-471.
    Paper [DS]

  119. “Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and A Generic Assessment Environment” X. Cai, M.R. Lyu, K.-F.Wong, International Journal of Software Engineering and Knowledge Engineering, vol. 12, no. 2, 2002, pp. 107-133.
    Paper [SE]

  120. “Optimal Allocation of Test Resources for Software Reliability Growth Modeling in Software Development,” M.R. Lyu, S. Rangarajan, and A.P.A. van Moorsel, IEEE Transactions on Reliability, vol. 51, no. 2, 2002, pp. 183-192.
    Paper [SE]

  121. “Cluster Number Selection for a Small Set of Samples Using the Bayesian Ying-Yang Model,” P. Guo, C.L.P. Chen, and M.R. Lyu, IEEE Transactions on Neural Networks, vol. 13, no. 3, 2002, pp. 757-763.
    Paper [ML]

  122. “Software Reliability Theory,” M.R. Lyu, Encyclopedia of Software Engineering, Wiley, 2002, pp. 1611-1630.
    Paper [SE]



    —-2001—-
  123. “Analysis of Privacy and Non-Repudiation on Pay-TV Systems,” R. Song and M.R. Lyu, IEEE Transactions on Consumer Electronics, vol. 47, issue 4, 2001, pp. 729-733.
    Paper [DS]

  124. “Framework for Modeling Software Reliability, Using Various Testing-Efforts and Fault-Detection Rates” S.Y. Kuo, C.Y. Huang, and M.R. Lyu, IEEE Transactions on Reliability, vol. 50, no. 3, 2001, pp. 310-320.
    Paper [SE]

  125. “Effect of Code Coverage on Software Reliability Measurement,” M. Chen, M.R. Lyu, and E. Wong, IEEE Transactions on Reliability, vol. 50, no. 2, 2001, pp. 165-170.
    Paper [SE]

  126. “Pseudoinverse Learning Algorithm for Feedfoword Neural Networks,” P. Guo and M.R. Lyu, Advances in Neural Networks and Applications, N.E. Mastorakis (ed.), Artificial Intelligence Series, World Scientific and Engineering Society Press, 2001, pp. 321-326.
    Paper [ML]



    —-2000—-
  127. “Securing Mobile Agents for Electronic Commerce: An Experiment,” H.W. Chan, K.M. Wong, T.Y. Wong, and M.R. Lyu, in Information Security for Global Information Infrastructures, S. Qing and J.H.P. Eloff (eds.), Kluwer Academic Publishers, Boston, 2000, pp. 471-480.
    Paper [DS]



    —-1999—-
  128. “Guest Editor's Introduction to the Special Issue on Web Technologies,” M.R. Lyu, IEEE Transactions on Knowledge and Data Engineering, vol. 11, no. 4, July/August 1999, pp. 505-508.
    Paper [DS]



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

  130. “Software Reliability,” S. Dalal, M.R. Lyu, and C. Mallow, Chapter in Encyclopedia on Biostatistics, P. Armitage and T. Colton (eds.), vol. 5, Wiley 1998, pp. 4550-4555.
    Paper [SE]



    —-1996—-
  131. “A Generalized Technique for Simulating Software Reliability,” R.Tausworthe and M.R. Lyu, in IEEE Software, March 1996, pp. 77-88.
    Paper [SE]

  132. “Software Reliability Process Simulation,” R. Tausworthe and M.R. Lyu, in Handbook of Software Reliability Engineering, M.R. Lyu (ed.), McGraw-Hill and IEEE Computer Society Press, New York, April 1996.
    Paper Paper [SE]

  133. “Software Reliability Measurement Experience,” M.R. Lyu and A. Nikora, in Handbook of Software Reliability Engineering, M.R. Lyu (ed.), McGraw-Hill and IEEE Computer Society Press, New York, April 1996.
    Paper Paper [SE]



    —-1995—-
  134. “Dependability Modeling for Fault-Tolerant Software & Systems,” J.B. Dugan and M.R. Lyu, in Software Fault Tolerance,Wiley Trends in Software book series, Wiley, February 1995.
    Paper Paper [SE]



    —-1994—-
  135. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” M.R. Lyu, J.R. Horgan, and S. London, IEEE Transactions on Reliability, vol. 43, no. 4, December 1994, pp. 527-535.
    Paper [SE]

  136. “Achieving Software Quality with Testing Coverage Measures,” J.R. Horgan, S. London, and M.R. Lyu, in IEEE Computer, September 1994, vol. 27, no. 9, pp. 60-69.
    Paper [SE]

  137. “Experience in Metrics and Measurements for N-Version Programming,” M.R. Lyu, J. Chen and A. Avizienis, in International Journal of Reliability,Quality and Safety Engineering, vol. 1, no. 1, 1994, pp. 41-62.
    Paper [SE]

  138. “System-Level Reliability and Sensitivity Analyses for Three Fault-Tolerant System Architectures,” J.B. Dugan and M.R. Lyu, IEEE DCCA-4 Proceedings and a Springer-Verlag book, January 1994, pp. 295-307.
    Paper [SE]

  139. “System Reliability Analysis of an N-Version Programming Application,” J.B. Dugan and M.R. Lyu, in IEEE Transactions on Reliability, vol. 43, no. 4, December 1994, pp. 513-519; selected as best paper from Proceedings of ISSRE'93, Denver, Colorado, November 3-6 1993, pp. 103-111.
    Paper [SE]



    —-1993—-
  140. “Improving the N-Version Programming Process Through the Evolution of a Design Paradigm,” M.R. Lyu and Y. He, in IEEE Transactions on Reliability, vol. 42, no. 2, June 1993, pp. 179-189.
    Paper [SE]



    —-1992—-
  141. “Applying Reliability Models More Effectively,” M.R. Lyu and A. Nikora, in IEEE Software, July 1992, pp. 43-52.
    Paper [SE]

  142. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” M.R. Lyu and A. Avizienis, in Dependable Computing and Fault-Tolerant Systems, vol. 6, J.F.Meyer, R.D. Schlichting (eds.), Springer-Verlag, Wien, New York, 1992, pp. 197-218.
    Paper [SE]



    —-1991—-
  143. “Panel: Research and Development Issues in Software Reliability Engineering,” M.R. Lyu, H. Hecht, H. Kopetz, D. Miller, J. Musa, M. Ohba and D. Siefert, in ACM SigSoft Newsletter, reprinted from IEEE Computer Society, April 1991, pp. 23-30.
    [SE]



    —-1988—-
  144. “Dedix87 - A Supervisory System for Design Diversity Experiments at UCLA,” A. Avizienis, M.R. Lyu, W. Schuetz, K. Tso, and U. Voges, in Software Diversity in Computerized Control Systems, U.Voges (ed.), Springer-Verlag, Wien, New York, 1988, pp. 129-168.
    [SE]

Conference

  • SE = Software Engineering
  • DS = Distributed System, Networking, Web services
  • MM = Multimedia
  • ML = Machine Learning
Year SEDSMMMLTotal
2017ICSE-C, QRS, DSN ICWS(2) AAAI, WWW, SIGIR(2), ICML, UAI, IJCNN, SIGSPATIAL, ICDM14
2016FSE, ISSRE, CPSS DSN, ISSRE(2),ICWS AAAI,IJCAI,IJCNN(2), ICONIP12
2015ICSE ICWS,ISSRE(2), CIC AAAI(2),IJCAI(2),UAI10
2014 SOUPSICDCS,ICWS(2),CLOUD,SCC,SOSE NIPS,AEROSPACE,IJCNN,RecSys(2) 12
2013PLDI SCC,BigData,CLOUD,iVCE NIPS,BigLearning,IJCAI(2),AEROSPACE,IEEE BigData,EMNLP,ICONIP 13
2012WASA,COMPSAC AEROSPACE,CLOUD(2),ICWS,RTSOAA,IVCE, ICSOC BIBE,CIKM(2),ICONIP,CQA(2),IJCNN(2),IJDL,AAAI(2),UAI 21
2011FASE,FSE,ASE ISSRE,SRDS,
CLOUD(3),ICWS,
TRUSTCOM
AAAI, WSDM(2), CIKM(4), SIGIR 18
2010 ASE,ICSE,RSSE SRDS,ICDCS,
ICWS(2),DSN,
ISSRE,MSN
ICML(2),AAAI(3),
IJCNN(1),CIKM(1)
17
2009 ICSE PFARM,DSN,ICWS,
MASS(2),IFIPnetworking
CVPR NIPS,KDD,IJCNN,WSDM,
ICML,CIKM(4),SIGIR(2),
SIN,RecSys,IJCAI
22
2008 ISSRE,GLOBECOM,
QSHINE,ICWS,DSN,
AEROSPACE,ICC
NIPS(2),ECCV,CVPR,
SIGMM
CIKM(4),ICDM(3), ICONIP, IJCNN 21
2007 ICSE GLOBECOM,ISSRE,MASS,
ICWS,WCNC(2),
AEROSPACE
ICME,CVPR(2),
ICASSP
IJCNN(2),SIGIR(2),
ICML,WWW,
NIPS, WI
20
2006SIGSN MASS,IWCMC,ICC,
SUTC,ISAS,
AEROSPACE
CLEF,ICME,ICML,
CVPR,VRCIA,WWW(2),
ECCV
WI,ICNC,ICIC,
IJCNN,ISNN(2),KDD,
WWW
23
2005 NASAC,ISSRE(2),
AMOST
ISSRE,MASS,WWW APGRAPHICS,SMC,
EITC,ICNC,IJCNN,
CVPR,ICDAT,EMMA,
AEROSPACE(2),MMM
JICC,ICONIPS(2),
ICIC(2)
23
2004 ISSRE,COMPSAC,
PRDC(2)
GCC,WWW(4),
MDC,AEROSPACE(3)
SIGMM,IJCNN,
ICME(2),ISCAS
ICONIP,ICPR,
ICML,CVPR,AMAI
23
2003 ISSRE(2),ATS,
QSIC,COMPSAC
MIR,SRDS,APPT,
SCI,ISADS
ICICS,DMS,ICIAP,
CAIP,CIVR,ICME(2),
WWW,ICASSP(2)
IJCNN,ICONIP(2),
SMC
24
2002 ISSRE,COMPSAC ICIP,COMPSAC,
ICPR(3),ICDL,
WWW(3)
11
2001 ICONIPS,ISE(2) ICIC(3),
CISST,ICDL
ISE(2) 10
2000 APSEC,APAQS,
COMPSAC(2),ISSRE(2),
AGENTS
COMPSAC,WCC,
PDPTA,ICIC
CISST,ICAI ICAI 14
1999 ASIAN,APSEC,
ISSRE,COMPSAC,APWEB,
AEROSPACE
APWEB 7
1998 ISSRE(3),EUROMICRO,
QWEEK,ISIT,AEROSPACE,
ASSET
ICTLHE,ISSRE,
IWQOS
11
1997 PRFTS,ISSRE,
SRDS,COMPASS,IAPD,
SRE,ENCRESS,ICRQD,
WORDS
ICUPC,FTCS,
LUCENT
12
1996 METRICS 1
1995 ISSRE(3),FTCS 4
1994 ISSRE(2) 2
1993 ISSRE(2),
FTCS
3
1992 DACC,SRW,ISSRE(2),
COMPSAC,TOOLS,
CASE,AQSDT,PNSQC
9
1991 COMPSAC,ISSRE(2),
SIGSN,PSAM
5
1990 DASC,FTCS,SQR,
SAFECOMP(2)
5
Total 97 98 56 116 367

Top Conferences Counts

Conference CountsAverage Counts*
AAAI102.466
IJCAI61.667
CVPR72.417
ECCV20.5
SIGMM20.75
ICML71.817
KDD20.667
NIPS61.4
EMNLP10.2
SIGIR61.867
WWW20.5
PLDI10.25
FSE10.25
ICSE20.667
TOTAL5515.42

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

Conference Papers

—-2017—-

  1. “Risk Control of Best Arm Identification in Multi-Armed Bandits via Successive Rejects,” Xiaotian Yu, Irwin King, M. R. Lyu, in Proceedings of the 2017 IEEE International Conference on Data Mining series (ICDM 2017) , New Orleans, USA, November 18–21, 2017, pp. 1147-1152.
    Paper [ML]

  2. “Traffic Prediction Based Power Saving in Cellular Networks:A Machine Learning Method,” Sheng Zhang, Shenglin Zhao, Mingxuan Yuan, Jia Zeng, Jianguo Yao, M. R. Lyu, Irwin King, in Proceedings of the 25th ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL 2017), Redondo Beach, California, USA, November 7–10, 2017, accepted.
    Paper [ML]

  3. “Concolic Execution on Small-Size Binaries: Challenges and Empirical Study,” Hui Xu, Yangfan Zhou, Yu Kang and Michael R. Lyu, in Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. (DSN 2017), Denver, CO, USA, June 26-29, 2017, pp. 181-188.
    Paper [SE]

  4. “CARP: Context-Aware Reliability Prediction of Black-Box Web Services,” Jieming Zhu, Pinjia He, Qi Xie, Zibin Zheng, and Michael R. Lyu, in Proceedings of the 24th International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017, pp. 17-24.
    Paper [DS]

  5. “Drain: An Online Log Parsing Approach with Fixed Depth Tree,” Pinjia He, Jieming Zhu, Zibin Zheng, and Michael R. Lyu, in Proceedings of the 24th International Conference on Web Services (ICWS 2017), Honolulu, HI, USA, June 25-30, 2017, pp. 33-40.
    Paper [DS]

  6. “Simple and efficient parallelization for probabilistic temporal tensor factorization,” Guangxi Li, Zenglin Xu, Linnan Wang, Irwin King, M. R. Lyu, in Proceedings of the 2017 International Joint Conference on Neural Networks (IJCNN 2017), Anchorage, AK, USA, May 14–19, 2017.
    Paper [ML]

  7. “Software Defect Prediction via Convolutional Neural Network,” Jian Li, Pinjia He, Jieming Zhu, M. R. Lyu, in Proceedings of the 2017 IEEE International Conference on Software Quality, Reliability and Security (QRS 2017), Prague, Czech Republic, July 25-29, 2017, pp. 318-328.
    Paper [SE]

  8. “FROSH: FasteR Online Sketching Hashing,” Xixian Chen, Irwin King, M. R. Lyu, in Proceedings of the 2017 International Conference on Uncertainty in Artificial Intelligence (UAI 2017), Sydney, Australia, August 11–15, 2017.
    Paper Appendix Poster Slides [ML]

  9. “Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data,” Xixian Chen, M. R. Lyu, Irwin King, in Proceedings of the 34th International Conference on Machine Learning (ICML 2017), Sydney, Australia, August 06–11, 2017, pp. 767-776.
    Paper Appendix Poster Slides [ML]

  10. “Learning to Rank Using Localized Geometric Mean Metrics,” Yuxin Su, Irwin King, M. R. Lyu, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), Tokyo, Japan, August 07–11, 2017, pp. 45-54.
    Paper [ML]

  11. “Mining Business Opportunities from Location-based Social Networks,” Shenglin Zhao, Irwin King, M. R. Lyu, Jia Zeng, Mingxuan Yuan, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017 short), Tokyo, Japan, August 07–11, 2017, pp. 1037-1040.
    Paper [ML]

  12. “IntelliAd: assisting mobile app developers in measuring ad costs automatically,” Cuiyun Gao, Yichuan Man, Hui Xu, Jieming Zhu, Yangfan Zhou, M.R. Lyu, in Proceedings of the ACM/IEEE 39th International Conference on Software Engineering Companion (ICSE-C 2017), Buenos Aires, Argentina, May 20-28, 2017, pp. 253-255.
    Paper [SE]

  13. “Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation,” Shenglin Zhao, Tong Zhao, Irwin King, M.R. Lyu, in Proceedings of the 26th International Conference on World Wide Web Companion (WWW 2017 Companion), Perth, Australia, April 03–07, 2017, pp. 153-162.
    Paper [ML]

  14. “CBRAP: Contextual Bandits with RAndom Projection,” Xiaotian Yu, Michael R. Lyu, Irwin King, in Proceedings of the 31th AAAI Conference on Artificial Intelligence (AAAI 2017), San Francisco, California USA, February 4–9, 2017, pp.2859-2866.
    Paper [ML]



    —-2016—-
  15. “Aggregated Temporal Tensor Factorization Model for Point-of-interest Recommendation,” Shenglin Zhao, Michael R. Lyu, and Irwin King, in Proceedings of the 23rd International Conference on Neural Information Processing (ICONIP2016), Kyoto, Japan, October 16-21, 2016, pp. 450-458.
    Paper [ML]

  16. “DiagDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions,” Yu Kang, Yangfan Zhou, Hui Xu and Michael R. Lyu, in Proceedings of the 24th ACM SIGSOFT International Symposium on the Foundations of Software Engineering (FSE 2016), Seattle, WA, USA. November 13-18, 2016, pp.410-421.
    Paper [SE]

  17. “Distributed Information-Theoretic Metric Learning in Apache Spark,” Yuxin Su, Haiqin Yang, Irwin King, M.R. Lyu, in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016), Vancouver, Canada, July 24-29, 2016, pp. 3306-3313.
    Paper [ML]

  18. “Online Non-negative Dictionary Learning via Moment Information for Sparse Poisson Coding,” Xiaotian Yu, Haiqin Yang, Irwin King, M.R. Lyu, in Proceedings of the 2016 International Joint Conference on Neural Networks (IJCNN 2016), Vancouver, Canada, July 24-29, 2016, pp. 5094-5101.
    Paper [ML]

  19. “Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection,” Hongyi Zhang, Tong Zhao, Irwin King, M.R. Lyu, in Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI 2016), New York City, USA, July 9–15, 2016, pp. 3938-3944.
    Paper [ML]

  20. “Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation,” Qi Xie, Shenglin Zhao, Zibin Zheng, Jieming Zhu and Michael R. Lyu, in Proceedings of the 23rd International Conference on Web Services (ICWS 2016), San Francisco, USA, June 27 - July 2, 2016, pp.204-211.
    Paper Presentation[DS]

  21. “An Evaluation Study on Log Parsing and Its Use in Log Mining,” Pinjia He, Jieming Zhu, Shilin He, Jian Li and Michael R. Lyu, in Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks. (DSN 2016), Toulouse, France, June 28-July 1st, 2016, pp.654-661.
    Paper Presentation [DS]

  22. “N-version Obfuscation,” Hui Xu, Yangfan Zhou and Michael R. Lyu, in Proceedings of the 2nd ACM Cyber-Physical System Security Workshop (CPSS 2016), Xi'an, China, May 30, 2016, pp. 22-33.
    Paper [SE]

  23. “STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation,” Shenglin Zhao, Tong Zhao, Haiqin Yang, M.R. Lyu,Irwin King, in Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016), Phoenix, Arizona USA, February 12–17, 2016, pp. 315-321.
    Paper [ML]

  24. “Experience Report: Detecting Poor-Responsive UI in Android Applications,” Yu kang, Yangfan Zhou, Min Gao, Yixia Sun,and Michael R. Lyu, in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 23-27, 2016, pp. 490-501.
    Paper [SE]

  25. “Experience Report: Understanding Cross-Platform App Issues From User Reviews,” Yichuan Man, Cuiyun Gao, Michael R. Lyu, and Jiuchun Jiang, in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 23-27, 2016, pp. 138-149.
    Paper [DS]

  26. “Experience Report: System Log Analysis for Anomaly Detection,” Shilin He, Jieming Zhu, Pinjia He, and Michael R. Lyu, in Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE 2016), Ottawa, Canada, October 23-27, 2016, pp. 207-218.
    Paper Presentation [DS]



    —-2015—-
  27. “Fast Relative-Error Approximation Algorithm for Ridge Regression,” Shouyuan Chen, Yang Liu, M.R. Lyu, Irwin King, Shengyu Zhang, in Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence (UAI 2015), Amsterdam, Netherlands, July 12–16, 2015, pp.201-210.
    Paper [ML]

  28. “Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing,” Yue Wang, Zibin Zheng and Michael R. Lyu, in Proceedings of the 2015 IEEE Conference on Collaboration and Internet Computing (CIC 2015), Hangzhou, China, Oct. 27-30, 2015, pp. 252-259.
    Paper [DS]

  29. “PAID: Proritizing App Issues for Developers by Tracking User Reviews Over Versions,” Cuiyun Gao, Baoxiang Wang, Pinjia He, Jieming Zhu, Yangfan Zhou, and Michael R. Lyu, in Proceedings of the 26th International Sysposium on Software Reliability Engineering (ISSRE 2015), Washington DC, USA, November 2-5, 2015, pp. 35-45.
    paper Paper [DS]

  30. “SpyAware: Investigating the Privacy Leakage Signatures in App Execution Traces,” Hui Xu, Yangfan Zhou, Cuiyun Gao, Yu Kang, and Michael R. Lyu, in Proceedings of the 26th International Sysposium on Software Reliability Engineering (ISSRE 2015), Washington DC, USA, November 2-5, 2015, pp. 348-358.
    Paper [SE]

  31. “Exploiting k-Degree Locality to Improve Overlapping Community Detection,” Hongyi Zhang, M.R. Lyu, and Irwin King, in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25–31, 2015, pp. 2394-2400.
    Paper Poster Presentation [ML]

  32. “Training-Efficient Feature Map for Shift-Invariant Kernels,” Xixian Chen, Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Buenos Aires, Argentina, July 25–31, 2015, pp. 3395-3401.
    Paper Poster [ML]

  33. “Learning to Log: Helping Developers Make Informed Logging Decisions,” Jieming Zhu, Pinjia He, Qiang Fu, Hongyu Zhang, M.R. Lyu, and Dongmei Zhang, in Proceedings of the ACM/IEEE 37th International Conference on Software Engineering (ICSE 2015), Florence, Italy, May 16-24, 2015, pp. 415-425.
    Paper Presentation [SE]

  34. “Kernelized Online Imbalanced Learning with Fixed Budgets,” Junjie Hu, Haiqin Yang, Irwin King, M.R. Lyu, and Anthony Man-Cho So, in Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin Texas, USA, January 25–30, 2015, pp. 2666-2672.
    Paper Supplemental Material Presentation [ML]

  35. “Incorporating Implicit Link Preference Into Overlapping Community Detection,” Hongyi Zhang, M.R. Lyu, and Irwin King, in Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI 2015), Austin Texas, USA, January 25–30, 2015, pp. 396-402.
    Paper Poster [ML]

  36. “A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation,” Jieming Zhu, Pinjia He, Zibin Zheng, and M.R. Lyu, in Proceedings of the 22nd IEEE Conference on Web Services (ICWS 2015), New York, USA, June 27–July 2, 2014, pp. 241-248.
    Paper [DS]



    —-2014—-
  37. “Combinatorial Pure Exploration of Multi-Armed Bandits”, Shouyuan Chen, Tian Lin, Irwin King, M.R. Lyu and Wei Chen, in Proceedings of Advances in Neural Information Processing Systems (NIPS 2014) (Oral Presentation), Quebec, Canada, December 8-12, 2014, pp. 1-9.
    Paper Presentation [ML]

  38. “Gradient Boosting Factorization Machines,” Chen Cheng, Fen Xia, Tong Zhang, Irwin King, and M.R. Lyu, in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014), Silicon Valley, USA, October 6-10, 2014, pp. 265-272.
    Paper [ML]

  39. “Ratings Meet Reviews, a Combined Approach to Recommend,” Guang Ling, M.R. Lyu, and Irwin King, in Proceedings of the 8th ACM Conference on Recommender Systems (RecSys 2014), Silicon Valley, USA, October 6-10, 2014, pp. 105-112.
    Paper Presentation [ML]

  40. “Exploiting Homophily-based Implicit Social Network to Improve Recommendation Performance,” Tong Zhao, Junjie Hu, Pinjia He, Hang Fan, M.R. Lyu, and Irwin King, in Proceedings of the 2014 International Joint Conference on Neural Networks (IJCNN 2014), Beijing, China, July 6-11, 2014, pp. 2539-2547.
    Paper [ML]

  41. “Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation,” Jieming Zhu, Pinjia He, Zibin Zheng, and M.R. Lyu, in Proceedings of the 34th International Conference on Distributed Computing Systems (ICDCS 2014), Madrid, Spain, June 30–July 3, 2014, pp. 318-327.
    Paper Presentation [DS]

  42. “Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones,” Hui Xu, Yangfan Zhou, and M.R. Lyu, in Proceedings of the USENIX Symposium on Usable Privacy and Security (SOUPS 2014), Menlo Park, CA, USA, July 9-11, 2014, pp. 187-198.
    Paper [SE]

  43. “Location-based Hierarchical Matrix Factorization for Web Service Recommendation,” Pinjia He, Jieming Zhu, Zibin Zheng, Jianlong Xu, and M.R. Lyu, in Proceedings of the 21st IEEE Conference on Web Services (ICWS 2014), Alaska, USA, June 27–July 2, 2014, pp. 297-304.
    Paper [DS]

  44. “Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds,” Song Li, Yangfan Zhou, Lei Jiao, Xinya Yan, Xin Wang, and M.R. Lyu, in Proceedings of the 21st IEEE Conference on Web Services (ICWS 2014), Alaska, USA, June 27–July 2, 2014, pp.169-176.
    Paper [DS]

  45. “Granger Causality-aware Prediction and Diagnosis of Software Degradation,” Pengfei Zheng, Yangfan Zhou, M.R. Lyu, and Yong Qi, in Proceedings of the 11th IEEE International Conference on Services Computing (SCC 2014), Alaska, USA, June 27–July 2, 2014, pp. 528-535.
    Paper [DS]

  46. “Towards an Open Data Set for Trace-Oriented Monitoring,” Jingwen Zhou, Zhenbang Chen, Ji Wang, Zibin Zheng, and M.R. Lyu, in Proceedings of 7th IEEE International Conference on Cloud Computing (CLOUD 2014), Alaska, USA, June 27–July 2, 2014, pp. 922-923.
    Paper [DS]

  47. “A Hierarchical Matrix Factorization Approach for Location-based Web Service QoS Prediction,” Pinjia He, Jieming Zhu, Jianlong Xu, and M.R. Lyu, in Proceedings of the 8th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2014), Oxford, UK, April 7-10, 2014, pp. 290-295.
    Paper Presentation [DS]

  48. “An EMG Enhanced Impedance and Force Control Framework for Telerobot Operation in Space,” Ning Wang, Chenguang Yang, M.R. Lyu, and Zhijun Li, in Proceedings of the 2014 IEEE Aerospace Conference, Big Sky (Aerospace 2014), Montana, USA, March 1-8, 2014, pp. 1-10.
    Paper Presentation [ML]



    —-2013—-
  49. “Exact and Stable Recovery of Pairwise Interaction Tensor,” Shouyuan Chen, M.R. Lyu, Irwin King, and Zenglin Xu, in Proceedings of the Annual Conference on Advances in Neural Information Processing Systems (NIPS 2013), Nevada, USA, December 5-8, 2013, pp. 1691-1699.
    Paper Poster Spotlight [ML]

  50. “Online Imbalanced Learning with Kernels,” Haiqin Yang, Junjie Hu, M.R. Lyu, and Irwin King, in Proceedings of the NIPS workshop on Big Learning (BigLearning 2013), Nevada, USA, December 9th, 2013, pp. 1-5.
    Paper [ML]

  51. “Capturing Geographical Influence in POI Recommendations,” Shenglin Zhao, Irwin King, and M.R. Lyu, in Proceedings of the 20th International Conference on Neural Information Processing (ICONIP2013), Daegu, Korea, November 3-7, 2013, pp. 530-537.
    Paper [ML]

  52. “Sparse Poisson Coding for High Dimensional Document Clustering,” Chenxia Wu, Haiqin Yang, Jianke Zhu, Jiemi Zhang, Irwin King, and M.R. Lyu, in Proceedings of the 2013 IEEE International Conference on Big Data (BigData 2013), Santa Clara, CA, USA, October 6-9, 2013, pp. 512-517.
    Paper [ML]

  53. “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, and M.R. Lyu, in Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP 2013), Seattle, USA, October 18-21, 2013, pp. 1521-1532.
    Paper [ML]

  54. “A Machine Learning Framework for Space Medicine Predictive Diagnostics with Physiological Signals,” Ning Wang, M.R. Lyu, and Chenguang Yang, in Proceedings of the 2013 IEEE Aerospace Conference, Big Sky (Aerospace 2013), MT, USA, March 2-9, 2013, pp. 1-12.
    Paper Presentation [ML]

  55. “A Unified Framework for Reputation Estimation in Online Rating Systems,” Guang Ling, Irwin King, and M.R. Lyu, in Proceedings of the 23rd International Joint Conference on Articial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013, pp. 2670-2676.
    Paper [ML]

  56. “Where You Like to Go Next: Successive Point-of-Interest Recommendation,” Chen Cheng, Haiqin Yang, M.R. Lyu and Irwin King, in Proceedings of the 23rd International Joint Conference on Articial Intelligence (IJCAI 2013), Beijing, China, August 3-9, 2013, pp. 2605-2611.
    Paper [ML]

  57. “Reputation-aware QoS Value Prediction of Web Services,” Weiwei Qiu, Zibin Zheng, Xinyu Wang, Xiaohu Yang, and M.R. Lyu, in Proceedings of the IEEE 10th IEEE International Conference on Service Computing (SCC 2013), Research Track, Santa Clara, CA, USA, June 27 – July 2, 2013.
    Paper Presentation[DS]

  58. "Service-generated Big Data and Big Data-as-a-Service: An Overview", Zibin Zheng, Jieming Zhu, and M.R. Lyu, in Proc. 2nd IEEE International Congress on Big Data, Santa Clara, CA, USA, June 27-July 2, 2013, pp. 403-410.
    Paper Presentation Poster [DS]

  59. “Fast Algorithms for Dyck-CFL-Reachability with Applications to Alias Analysis,” Qirun Zhang, M.R. Lyu, Hao Yuan and Zhendong Su, in Proceedings of the 34th annual ACM SIGPLAN conference on Programming Language Design and Implementation (PLDI 2013), Seattle, Washington, USA, June 16 – 22, 2013, pp. 435-446.
    Paper [SE]

  60. “DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications,” Jieming Zhu, Zibin Zheng, and M.R. Lyu, in Proceedings of the IEEE 6th International Conference on Cloud Computing (CLOUD 2013), Santa Clara, CA, USA, June 27 – July 2, 2013, pp. 589-596.
    Paper Presentation[DS]

  61. “Scaling Service-oriented Applications into Geo-distributed Clouds,” Jieming Zhu, Zibin Zheng, Yangfan Zhou, and M.R. Lyu, in Proceedings of the 7th IEEE International Symposium on Service-Oriented System Engineering (SOSE 2013), San Francisco, USA, March 25-28, 2013, pp. 335-340.
    Paper [DS]



    —-2012—-
  62. “Exploration Of Instantaneous Amplitude And Frequency Features For Epileptic Seizure Prediction,” Ning Wang, and M.R. Lyu, in Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering (BIBE 2012), Larnaca, Cyprus, Nov. 11-13, 2012, pp. 292-297.
    Paper [ML]

  63. “Do Ads Compete Or Collaborate? Designing Click Models With Full Relationship Incorporated,” Xin Xin, Irwin King, Ritesh Agrawal, M.R. Lyu, and Heyan Huang, in Proceedings of the ACM 21th conference on Information and Knowledge Management (CIKM2012), Hawaii, USA, 2012, pp. 1839-1843.
    Paper [ML]

  64. “Information Propagation In Social Rating Networks,” Priyanka Garg, Irwin King, and M.R. Lyu, in Proceedings of the ACM 21th conference on Information and Knowledge Management (CIKM2012), Hawaii, USA, 2012, pp. 2279-2282.
    Paper [ML]

  65. “Are You a Social Conformer?” Priyanka Garg, Irwin King, and M.R. Lyu, in Proceedings of the 19th International Conference Neural Information Processing (ICONIP 2012), Doha, Qatar, 2012, pp. 694-701.
    Paper [ML]

  66. “WSTRank: Ranking Tags to Facilitate Web Service Mining,” Liang Chen, Zibin Zheng, Yipeng Feng, Jian Wu, and M.R. Lyu, in Proc. 10th International Conference on Service Oriented Computing (ICSOC 2012), Shanghai, China, Novermber 12-15, 2012, pp. 574-581.
    Paper [DS]

  67. “Response Aware Model-Based Collaborative Filtering,” Guang Ling, Haiqin Yang, M.R. Lyu, and Irwin King, in Proceedings the 28th Conference on Uncertainty in Artificial Intelligence (UAI 2012), Catalina Island, United States, 2012, pp. 501-510.
    Paper Presentation Poster [ML]

  68. “Online Protocol Verification in Wireless Sensor Networks via Non-intrusive Behavior Profiling,” Yangfan Zhou, Xinyu Chen, M.R. Lyu, and Jiangchuan Liu, in Proc. of the International Conference on Wireless Algorithms, Systems, and Applications (WASA 2012), Huangshan, China, Aug 2012, pp. 100-111.
    Paper [SE]

  69. “P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems,” Haibo Mi, Huaimin Wang, Hua Cai, Yangfan Zhou, M.R. Lyu, in Proc. of the 36th IEEE Signature Conference on Computers, Software, and Applications (COMPSAC 2012), Izmir, Turkey, July 2012, pp. 509-514.
    Paper [SE]

  70. “Topology-Aware Deployment of Scientific Applications in Cloud Computing,” Pei Fan, Zhenbang Chen, Ji Wang, Zibin Zheng, and M.R. Lyu, in Proc. 5th IEEE International Conference on Cloud Computing (CLOUD 2012), Research Track, Hawaii, US, June 24-29, 2012, pp. 319-326.
    Paper Presentation [DS]

  71. “A Latency-aware Co-deployment Mechanism for Cloud-based Services,” Yu Kang, Zibin Zheng, and M.R. Lyu, in Proc. 5th IEEE International Conference on Cloud Computing (CLOUD 2012), Applications and Experience Track, Hawaii, US, June 24-29, 2012. pp. 630 - 637.
    Paper Presentation [DS]

  72. “WSP: A Network Coordinate based Web Service Positioning Framework for Response Time Prediction,” Jieming Zhu, Yu Kang, Zibin Zheng, and M.R. Lyu, in Proc. 10th IEEE International Conference on Web Services (ICWS 2012), Research Track, Hawaii, US, June 24-29, 2012, pp. 90-97.
    Paper Presentation [DS]

  73. “Real-Time Performance Prediction for Cloud Components,” Yilei Zhang, Zibin Zheng, and M.R. Lyu, in Proc. in proc. the 5th IEEE International Workshop on Real-Time Service-Oriented Architecture and Applications, Shenzhen, China, 2012, pp. 106-111.
    Paper [DS]

  74. “A Clustering-Based QoS Prediction Approach for Web Service Recommendation,” Jieming Zhu, Yu Kang, Zibin Zheng, and M.R. Lyu, in proc. the 4th International Workshop on Internet based Virtual Computing Environment (IVCE 2012), Shenzhen, China, 2012, pp. 93-98.
    Paper [DS]

  75. “Fused Matrix Factorization with Geographical and Social Infuence in Location-based Social Networks,” Chen Cheng, Haiqin Yang, Irwin King, and M.R. Lyu, In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), Toronto, Ontario, Canada, July 22 - 26, 2012, pp. 17-23.
    Paper Presentation Poster [ML]

  76. “A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering,” Tom Chao Zhou, Xiance Si, Edward Y. Chang, Irwin King and M.R. Lyu, In Proceedings of the 26th AAAI Conference on Artificial Intelligence (AAAI 2012), Toronto, Ontario, Canada, July 22 - 26, 2012, pp. 164-170.
    Paper Presentation Poster [ML]

  77. “Modeling and Exploiting Heterogeneous Bibliographic Networks for Expertise Ranking,” Hongbo Deng, Jiawei Han, M.R. Lyu and Irwin King, in Proceedings of the 2012 ACM/IEEE Joint Conference on Digital Libraries (JCDL 2012), Washington, D.C., June 10-14, 2012, pp. 71-80.
    Paper [ML] [1 of 220 submissions], Vannevar Bush Best Paper Award

  78. “Online Learning for Collaborative Filtering,” Guang Ling, Haiqin Yang, Irwin King and M.R. Lyu, in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN 2012), Brisbane, Australia, June 10 - 15, 2012, pp. 1-8.
    Paper [ML]

  79. “Communities of Yahoo! Answers and Baidu Zhidao: Complementing or Competing?,” B. Li, M.R. Lyu, and I. King, in Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN 2012), Brisbane, Australia, June 10 - 15, 2012, pp. 1-8.
    Paper [ML]

  80. “Analyzing and Predicting Question Quality in Community Question Answering Services,” B. Li, T. Jin, M.R. Lyu, I. King, and B. Mak, in Proceedings of the 1st Workshop on Community Question Answering on the Web (CQA 2012), in conjunction with WWW 2012, Lyon, France, April 16 - 20, 2012, pp. 775-782.
    Paper [ML]

  81. “A Classification-based Approach to Question Routing in Community Question Answering,” Tom Chao Zhou, M.R. Lyu and Irwin King, In Proceedings of the 1st Workshop on Community Question Answering on the Web (CQA 2012), in conjunction with WWW 2012, Lyon, France, April 16 - 20, 2012, pp. 783-790.
    Paper [ML]

  82. “Congestion Performance Improvement in Wireless Sensor Networks,” J. Xiong, M.R. Lyu, and K.W. Ng, in Proceedings of The 2012 IEEE Aerospace Conference, Big Sky, MT, USA, March 3-10, 2012, pp. 1-9.
    Paper Presentation [DS]



    —-2011—-
  83. “RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks,” J. Xiong, E. C.-H. Ngai, Y. Zhou, and M.R. Lyu, in Proceedings of the 10th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2011), Changsha, China, November 16-18, 2011, pp. 572-581.
    Paper Presentation [DS]

  84. “Mining Test Oracles of Web Search Engines,” Wujie Zheng, Hao Ma, M.R. Lyu, Tao Xie, and Irwin King, in Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), Short Paper, Lawrence, Kan., US, November 6-10, 2011, 408-411.
    Paper Presentation [SE]

  85. “Cross-library API Recommendation using Web Search Engines,” Wujie Zheng, Qirun Zhang, and M.R. Lyu, in Proceedings of the joint meeting of the European Software Engineering Conference and the ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2011), New Ideas Track, Szeged, Hungary, September 5-9, 2011, pp. 480-483.
    Paper Presentation [SE]

  86. “Probabilistic Factor Models for Web Site Recommendation,” Hao Ma, Chao Liu, Irwin King, Shenghuo Zhu and and M.R. Lyu, in Proceedings of the 34th Annual ACM SIGIR Conference (SIGIR 2011), Beijing, China, July 2011, pp. 265-274.
    Paper [ML]

  87. “Can Irrelevant Data Help Semi-supervised Learning, Why and How?,” Haiqin Yang, Irwin King, Shenghuo Zhu and and M.R. Lyu, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, 2011, pp. 937-946.
    Paper [ML]

  88. “Towards A Top-Down and Bottom-up Bidirectional Approach to Joint Information Extraction,” Xiaofeng Yu, Irwin King, and and M.R. Lyu, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011), Glasgow, Scotland, UK, 2011, pp. 847-856.
    Paper [ML]

  89. “Question Routing in Community Question Answering: Putting Category in Its Place,” Baichuan Li, Irwin King and and M.R. Lyu, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011, poster), Glasgow, Scotland, UK, 2011, pp. 2041-2044.
    Paper Poster [ML]

  90. “Question Identification on Twitter,” Baichuan Li, Xiance Si, M.R. Lyu, Irwin King and Edward Y. Chang, in Proceeding of the ACM 20th conference on Information and Knowledge Management (CIKM 2011, poster), Glasgow, Scotland, UK, 2011, pp. 2477-2480.
    Paper Poster [ML]

  91. “Learning to Suggest Questions in Online Forums,” Tom Chao Zhou, Chin-Yew Lin, Irwin King, M.R. Lyu, Young-In Song and Yunbo Cao, in Proceedings of the 25th AAAI Conference on Artificial Intelligence (AAAI 2011), San Francisco, California, USA, August 7 - 11, 2011, 1298-1303.
    Paper Presentation [ML]

  92. “WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services,” Yilei Zhang, Zibin Zheng, M.R. Lyu, in Proceedings of the 22th IEEE Symposium on Software Reliability Engineering (ISSRE 2011), Hiroshima, Japan, Nov. 29-Dec. 2, 2011, pp. 210-219.
    Paper Presentation [DS]

  93. “Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing,” Yilei Zhang, Zibin Zheng, M.R. Lyu, in Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), Madrid, Spain, Oct. 4-7, 2011, pp. 1-10.
    Paper Presentation [DS]

  94. “NRCF: A Novel Collaborative Filtering Method for Service Recommendation,” Huifeng Sun, Zibin Zheng, Junliang Chen, M.R. Lyu, in Proceedings of the 9th IEEE International Conference on Web Services (ICWS 2011), Work-in-progress Track, Washington D.C. US, July 4-9, 2011, pp.702-703.
    Paper Presentation [DS]

  95. “A User Experience-based Cloud Service Redeployment Mechanism,” Yu Kang, Yangfan Zhou, Zibin Zheng, and M.R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011), Research Track, Washington D.C. US, July 4-9, 2011, pp.227-234.
    Paper Presentation [DS]

  96. “BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing,” Yilei Zhang, Zibin Zheng, and M.R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011), Application & Experience Track, Washington D.C. US, July 4-9, 2011, pp.444-451.
    Paper Presentation [DS]

  97. “Toward Optimal Deployment of Communication-Intensive Cloud Applications,” Pei Fan, Ji Wang, Zibin Zheng, M.R. Lyu, in Proceedings of the 4th IEEE International Conference on Cloud Computing (CLOUD 2011), Application & Experience Track, Washington D.C. US, July 4-9, 2011, pp.460-467.
    Paper Presentation [DS]

  98. “Flow-Augmented Call Graph: A New Foundation for Taming API Complexity,” Qirun Zhang, Wujie Zheng, and M.R. Lyu, in Proceedings of Fundamental Approaches to Software Engineering (FASE 2011), , Saarbrucken, Germany, March 26 - April 3, 2011, pp. 386-400.
    Paper Presentation [SE]

  99. “CMAP: Effective Fusion of Quality and Relevance for Multi-criteria Recommendation,” Xin Xin, M.R. Lyu and Irwin King, in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM 2011), Hong Kong, February 2011, pp. 455-464.
    Paper Presentation [ML]

  100. “Recommender Systems with Social Regularization,” Hao Ma, Dengyong Zhou, Chao Liu, M.R. Lyu and Irwin King, in Proceedings of the 4th ACM International Conference on Web Search and Data Mining (WSDM 2011), Hong Kong, February 2011, pp. 287-296.
    Paper Presentation [ML]



    —-2010—-
  101. “Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling,” J. Xiong, M.R. Lyu, and K-W Ng, in Proceedings of the 6th International Conference on Mobile Ad-hoc and Sensor Networks (MSN 2010), Hangzhou, China, December 20-22, 2010.
    Paper Presentation [DS]

  102. “FTCloud: A Ranking-based Framework for Fault Tolerant Cloud Applications,” Zibin Zheng, Tom Chao Zhou, M.R. Lyu, and Irwin King, in proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010), CA, US, Nov. 1-4, 2010.
    Paper [DS]

  103. “CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing,” Zibin Zheng, Yilei Zhang, and M.R. Lyu, in proceedings of the 28th IEEE International Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, India. Oct. 31-Nov. 3, 2010. [Acceptance Rate: 21/93=22.6%]
    Paper [DS]

  104. “Online Learning for Multi-task Feature Selection,” Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM2010), Toronto, Canada, October 2010.
    Paper [ML]

  105. “Random Unit-Test Generation with MUT-aware Sequence Recommendation,” Wujie Zheng, Qirun Zhang, M.R. Lyu, and Tao Xie, in Proceedings of the 25th IEEE/ACM International Conference on Automated Software Engineering (ASE 2010), Short Paper, Antwerp, Belgium, September 2010.
    Paper Poster [SE]

  106. “A Collaborative Quality Ranking Framework for Cloud Components,” Zibin Zheng, M.R. Lyu, in Proceedings of the 40th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, fast abstract, Chicago, Illinois, USA, June 28-July 01, 2010.
    Paper Presentation [DS]

  107. “Multi-task Learning for One-class Classification,” Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the 2010 International Joint Conference on Neural Networks (IJCNN2010), Barcelona, Spain, July 2010.
    Paper [ML]

  108. “Simple and Efficient Multiple Kernel Learning By Group Lasso,” Zenglin Xu, Rong Jin, Haiqin Yang, Irwin King, and M.R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), Haifa, Israel, June 2010
    Paper [ML]

  109. “Online Learning for Group Lasso,” Haiqin Yang, Zenglin Xu, Irwin King and M.R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), Haifa, Israel, June 2010
    Paper [ML] [AR : 152/594 (25.5%)]

  110. “Smooth Optimization for Effective Multiple Kernel Learning,” Zenglin Xu, Rong Jin, Shenghuo Zhu, M.R. Lyu, and Irwin King, in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, Geogia, USA, July 11 - 15, 2010
    Paper [ML]

  111. “Diversifying Query Suggestion Results,” Hao Ma, M.R. Lyu, Irwin King, in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), Atlanta, Geogia, USA, July 11 - 15, 2010
    Paper [ML]

  112. “UserRec: A User Recommendation Framework in Social Tagging Systems,” Tom Chao Zhou, Hao Ma, M.R. Lyu, Irwin King, in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI-10), Pages 1486-1491, Atlanta, Geogia, USA, July 11 - 15, 2010
    Paper [ML]

  113. “Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining,” Yangfan Zhou, Xinyu Chen, M.R. Lyu, and Jiangchuan Liu, in Proceedings of the 30th International Conference on Distributed Computing Systems (ICDCS 2010),Pages 784-794, Genoa, Italy, June 21-25, 2010.
    Paper Presentation [DS]

  114. “Collaborative Reliability Prediction for Service-Oriented Systems,” Zibin Zheng, M.R. Lyu, in Proceedings of the ACM/IEEE 32nd International Conference on Software Engineering (ICSE 2010), Cape Town, South Africa, May 2-8, 2010, pp. 35-44.
    Paper [SE] [AR: 13.7%], ACM SIGSOFT Distinguished Paper Award

  115. “Component Recommendation for Cloud Applications,” Zibin Zheng, M.R. Lyu, in the 2nd International Workshop on Recommendation Systems for Software Engineering (RSSE 2010), co-loated with ICSE 2010, Cape Town, South Africa, May 4, 2010, pp 323-345, Volume 15, Issue 4.
    Paper [SE]

  116. “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 (ICWS 2010), Miami, Florida, USA, July 5-10, 2010.
    Paper [DS] [AR: 17.6%]

  117. “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 (ICWS 2010), Miami, Florida, USA, July 5-10, 2010.
    Presentation [DS] [AR: 17.6%], Best Student Paper Award



    —-2009—-
  118. “Adaptive regularization for transductive support vector machine,” Z. Xu, R. Jin, J. Zhu, I. King, M.R. Lyu, and Z. Yang, in Advances in Neural Information Processing Systems (NIPS 23), Hyatt Regency, Vancouver, B.C., Canada, December 7-10, 2009.
    Paper [ML]

  119. “A Social Recommendation Framework Based on Multi-scale Continuous Conditional Random Fields,” X. Xin, I. King, M.R. Lyu, and H. Deng, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    Paper [ML] [AR: 123/847 = 14.5%]

  120. “Semi-Nonnegative Matrix Factorization with Global Statistical Consistency in Collaborative Filtering,” H. Ma, H. Yang, I. King, and M.R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    Paper [ML] [AR: 123/847 = 14.5%]

  121. “Enhancing Expertise Retrieval Using Community-aware Strategies,” H. Deng, I. King, and M.R. Lyu, in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    Paper [ML] [AR: (123 + 171)/847 = 34.7%]

  122. “MatchSim: Web pages similarity measurement with maximum matching,” Z. Lin, I. King, and M.R. Lyu in Proceedings of the 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Hong Kong, China, November 2-6, 2009.
    Paper [ML] [AR: (123 + 171)/847 = 34.7%]

  123. “Learning to Recommend with Trust and Distrust Relationships,” H. Ma, I. King, and M.R. Lyu, in Proceedings of the 3rd ACM Conference on Recommender Systems (RecSys 2009), New York City, USA, October 22-25, 2009.
    Paper [ML] [AR: 24/140 = 17.1%]

  124. “Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, and J. Liu, in Proceedings of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2009), Macau S.A.R., October 12-15, 2009.
    Paper [DS] [AR: 62/245 = 25.3%]

  125. “Energy-efficient On-demand Contour Service for Wireless Sensor Networks,” Y. Zhou, J. Xiong, M.R. Lyu, J. Liu, and K.W. Ng, in Proceedings of the 6th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2009), Macau S.A.R., October 12-15, 2009.
    Paper [DS] [AR: 62/245 = 25.3%]

  126. “TagRec: Leveraging Tagging Wisdom for Recommendation,” T.C. Zhou, H. Ma, I. King, and M.R. Lyu, in Proceedings of Symposium on Social Intelligence and Networking (SIN 2009), Vancouver, Canada, August 29-31, 2009.
    Paper [ML] [AR: ~20.0%]

  127. “Entropy-biased Models for Query Representation on the Click Graph,” H. Deng, I. King, and M.R. Lyu, in Proceedings of the 32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), Boston, MA, July 19-23, 2009.
    Paper [ML] [AR: 78/494 = 15.8%]

  128. “Learning to Recommend with Social Trust Ensemble,” H. Ma, I. King, and M.R. Lyu, in Proceedings of the 32nd Annual ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2009), Boston, MA, July 19-23, 2009.
    Paper [ML] [AR: 78/494 = 15.8%]

  129. “Non-Monotonic Feature Selection,” Z. Xu, R. Jin, J. Ye, M.R. Lyu, and I. King, in Proceedings of the 26th Annual International Conference on Machine Learning (ICML 2009), Montreal, Canada, July 14-18, 2009, pp. 1145-1152.
    Paper [ML]

  130. “Discriminative Semi-Supervised Feature Selection via Manifold Regularization,” Z. Xu, R. Jin, M.R. Lyu, and I. King, in the Proceedings of 21st International Joint Conference on Artificial Intelligence (IJCAI 2009), Pasadena, California, USA, July 11-17, 2009, pp. 1303-1308.
    Paper [ML]

  131. “WSRec: A Collaborative Filtering based Web Service Recommender System,” Z. Zheng, H. Ma, M.R. Lyu, and I. King, in Proceedings of the 7th IEEE International Conference on Web Services (ICWS 2009), Los Angeles, California, USA, July 6-10, 2009, pp. 437-444.
    Paper Presentation [DS] [AR: 15.6%]

  132. “A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services,” Z. Zheng and M.R. Lyu, in the International Workshop on Proactive Failure Avoidance, Recovery and Maintenance (PFARM 2009), Lisbon, Portugal, June 29, 2009, pp. A9-A14.
    Paper Presentation [DS]

  133. “A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition,” Z. Zheng and M.R. Lyu, in Proceedings of the 39th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2009), Lisbon, Portugal, June 29-July 02, 2009, pp. 239-248.
    Paper Presentation [DS] [AR: 21%]

  134. “A Generalized Co-HITS Algorithm and Its Application to Bipartite Graphs,” H. Deng, M.R. Lyu, and I. King, in Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2009), Paris, France, June 2009, pp. 239-247.
    Paper Presentation [ML] [AR: 105/561 = 19%]

  135. “Supervised Self-taught Learning: Actively Transferring Knowledge from Unlabeled Data,” K. Huang, Z. Xu, I. King, M.R. Lyu, and C. Campbell, in Proceedings of the 2009 International Joint Conference on Neural Networks (IJCNN2009), Atlanta, Georgia, USA, June 14-19, 2009, pp. 1272-1277.
    Paper

  136. “Nonrigid Shape Recovery by Gaussian Process Regression,” J. Zhu, S.C.H. Hoi, and M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2009), Miami Beach, Florida, USA, June 2009, pp. 1319-1326.
    Paper [MM]

  137. “A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme,” X. Li, W. Zheng, and M.R. Lyu, in Proceedings of the IFIP Networking (IFIP Networking 2009), Aachen, Germany, May 11-15, 2009.
    PaperPresentation [DS]

  138. “Test Selection for Result Inspection via Mining Predicate Rules,” W. Zheng, M.R. Lyu, and T. Xie, in Proceedings of the 31st International Conference on Software Engineering (ICSE 2009), New Ideas and Emerging Results, Vancouver, Canada, May 2009, pp. 219-222.
    PaperPresentationPoster [SE] [AR: 21/119 (18%)]

  139. “Effective Latent Space Graph-based Re-ranking Model with Global Consistency,” H. Deng, M.R. Lyu, and I. King, in Proceedings of the Second ACM International Conference on Web Search and Data Mining (WSDM 2009). Barcelona, Spain, February 9-12, 2009.
    Paper Presentation [ML] [AR: 29/170 (17%)]




    —-2008—-
  140. “SoRec: Social Recommendation Using Probabilistic Matrix Factorization,” H. Ma, H. Yang, M.R. Lyu, and I. King, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 931-940.
    Paper Presentation [ML] [AR: 132/772 (17%)]

  141. “Learning Latent Semantic Relations from Clickthrough Data for Query Suggestion,” H. Ma, H. Yang, I. King, and M.R. Lyu, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 709-718.
    Paper Presentation [ML] [AR: 132/772 (17%)]

  142. “Mining Social Networks Using Heat Diffusion Processes for Marketing Candidates Selection,” H. Ma, H. Yang, M.R. Lyu, and I. King, in the Proceedings of the 17th ACM Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 233-242.
    Paper Presentation [ML] [AR: 132/772 (17%)]

  143. “Semi-supervised text categorization by active search,” Z. Xu, R. Jin, K. Huang, I. King, and M.R. Lyu, in Proceedings of ACM 17th Conference on Information and Knowledge Management (CIKM 2008), Napa Valley, California, USA, October 26-30, 2008, pp. 1517-1518.
    Paper Presentation [ML] [AR: (132+124)/772 (16%)]

  144. “Formal Models for Expert Finding on DBLP Bibliography Data,” H. Deng, I. King and M.R. Lyu, in Proceedings of The Eighth IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, December 15-19, 2008, pp. 163-172.
    Paper Presentation [ML] [AR: 70/724 (9%)]

  145. “Semi-supervised Learning from General Unlabeled Data,” K. Huang, Z. Xu, I. King, and M.R. Lyu, Appearing in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, December 15-19, 2008, pp. 273-282.
    Paper Presentation [ML] [AR: 70/724 (9%)]

  146. “Direct Zero-norm Optimization for Feature Selection,” K. Huang, I. King, and M.R. Lyu, in Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), Pisa, Italy, December 15-19, 2008, pp. 845-850.
    Paper Presentation [ML] [AR: (70+74)/724 (20%)]

  147. “An Extended Level Method for Efficient Multiple Kernel Learning,” Z. Xu, R. Jin, I. King, and M.R. Lyu, in Advances in Neural Information Processing Systems (NIPS 22), 2008, pp. 1-8.
    Paper Presentation [MM] [Poster AR: (123 + 127)/1022 (24%)]

  148. “Learning with Consistency between Inductive Functions and Kernels,” H. Yang, I .King, M.R. Lyu, in Advances in Neural Information Processing Systems (NIPS 22), 2008, pp. 1849-1856. Paper
    [MM] [Poster AR: (123 + 127)/1022 (24%)]

  149. “An Effective Approach to 3D Deformable Surface Tracking,” J. Zhu, S. Hoi, Z. Xu and M.R. Lyu, in Proceedings of the 10th European Conference on Computer Vision (ECCV 2008), 2008, pp. 766-779.
    Paper Presentation [MM] [AR: 27.9%]

  150. “Semi-Supervised SVM Batch Mode Active Learning for Image Retrieval,” S.C.H. Hoi, R. Jin, J. Zhu, M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2008), June 2008, pp. 1-7.
    Paper [MM] [AR: 32%]

  151. “Near-Duplicate Keyframe Retrieval by Nonrigid Image Matching,” J. Zhu, S.C.H. Hoi, M.R. Lyu and S. Yan, in ACM Multimedia’2008, 2008, pp. 41-50.
    Paper Presentation [MM] [AR: 16%]

  152. “A QoS-Aware Middleware for Fault Tolerant Web services,” Z. Zheng, M.R. Lyu, in the Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE 2008), Seattle, USA, November 11-14, 2008, pp. 97-106.
    Paper Presentation [DS] [AR: 25%]

  153. “A Novel Coalitional Game Model for Security Issues in Wireless Networks,” X. Li, M.R. Lyu, in Proceedings of IEEE Global Telecommunications Conference 2008 (GLOBECOM 2008), New Orleans, Louisiana, USA, November 30-December 4, 2008, pp. 1-6.
    Paper Presentation [DS] [AR: 36.8%]

  154. “A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services,” Z. Zheng and M.R. Lyu, in Proceedings of the IEEE International Conference on Web Services (ICWS 2008), Beijing, China, September 23-26, 2008, pp. 145-152.
    Paper Presentation [DS] [AR: 16%]

  155. “On Sensor Network Reconfiguration for Downtime-Free System Migrations,” Y. Zhou, M.R. Lyu, and J. Liu, In Proceedings of the Fifth International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QShine 2008), Hong Kong, China, July 28-31, 2008, pp. 1-7.
    Paper [DS]

  156. “WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services,” Z. Zheng and M.R. Lyu, in Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2008), Anchorage, Alaska, USA, June 24-27, 2008, pp. 392-397.
    Paper Presentation [DS] [AR: 26%]

  157. “Efficient minimax clustering probability machine by generalized probability product kernel,” H. Yang, K. Huang, I. King, M.R. Lyu, in Proceedings of 21th International Joint Conference on Neural Network (IJCNN 2008), June 1-8 , 2008, pp. 4014 - 4019.
    Paper [ML]

  158. “An Index-Based Sensor-Grouping Mechanism for Field Coverage Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, and J. Liu, In Proceedings of The 2008 IEEE International Conference on Communications (ICC 2008), Beijing, China, May 2008, pp. 2409-2415.
    Paper [DS] [AR: 33%]

  159. “Kernel Maximum a Posteriori Classification with Error Bound Analysis” Z. Xu, K. Huang, J. Zhu, I. King, M.R. Lyu, in Proceedings of the 14th International Conference Neural Information Processing (ICONIP 2008), Kitakyushu, Japan, 2008, pp. 841-850.
    Paper [ML]

  160. “Developing Aerospace Applications with a Reliable Web Services Paradigm,” P.W. Chan and M.R. Lyu, in Proceedings of The 2008 IEEE Aerospace Conference, Big Sky, MT, USA, March 1-8, 2008, pp. 1-13.
    Paper Presentation [DS]



    —-2007—-
  161. “Efficient convex relaxation for transductive support vector machine,” Z. Xu, R. Jin, J. Zhu, I. King, and M.R. Lyu, In Proceedings of Advances in Neural Information Processing System 20 (NIPS2007), Cambridge, MA, December 2007, pp. 1641-1648.
    Paper Presentation [ML]

  162. “LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, Y. Zhou, M.R. Lyu, and J. Liu, IEEE Global Telecommunications Conference (Globecom 2007), Washington, DC, USA, November 26-30, 2007, pp. 1318-1323.
    Paper Presentation [DS]

  163. “Software reliability modeling with test coverage: Experimentation and measurement with a fault-tolerant software project,” X. Cai, M.R. Lyu, in the Proceedings of the IEEE International Symposium on Software Reliability Engineering (ISSRE 2007), Trollhattan, Sweden, November 5-9, 2007, pp. 17-26.
    Paper [DS]

  164. “An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, J. Liu, and M.R. Lyu, The 4th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2007), Pisa, Italy, October 8-11, 2007, pp. 1-9.
    Paper Presentation [DS]

  165. “Maximum margin based semi-supervised spectral kernel learning,” Z. Xu, J. Zhu, I. King, and M.R. Lyu, in Proceedings of 20th International Joint Conference on Neural Network (IJCNN 2007), August 12-17, 2007, pp. 418-423.
    Paper Presentation [ML]

  166. “Two-stage multi-class AdaBoost for facial expression recognition,” H. Deng , J. Zhu, M. R. Lyu, and I. King, in Proceedings of 20th International Joint Conference on Neural Network (IJCNN 2007), August 12-17, 2007, pp. 3005-3010.
    Paper [ML]

  167. “Effective Missing Data Prediction for Collaborative Filtering,” H. Ma, I. King, and M.R. Lyu, in Proceedings of the 30th International ACM SIGIR Conference, Amsterdam, July 23-27, 2007, pp. 39-46.
    Paper Presentation [ML]

  168. “DiffusionRank: A Possible Penicillin for Web Spamming,” H. Yang, I. King and M.R. Lyu, in Proceedings of the 30th International ACM SIGIR Conference, Amsterdam, July 23-27, 2007, pp. 431-438.
    Paper Presentation [ML]

  169. “Reliable web services: Methodology, experiment and modeling,” P. Chan, M.R. Lyu, and M. Malek, in Proceedings of IEEE International Conference on Web Services (ICWS 2007), Salt Lake City, USA, July 9-13, 2007, pp. 679-686.
    Paper Presentation [DS]

  170. “An Empirical Study on Large-Scale Content-Based Image Retrieval,” Y.-M. Wong, S. C.-H. Hoi, and M.R. Lyu, in Proceedings of IEEE International Conference on Multimedia and Expo (ICME 2007), Beijing, China, July 2-5, 2007, pp. 2206-2209.
    Paper [MM]

  171. “Learning Non-Parametric Kernel Matrices from Pairwise Constraints,” S. C.H. Hoi, R. Jin and M.R. Lyu, in Proceedings of the 24th Annual International Conference on Machine Learning (ICML 2007), OR, US, June 20-24, 2007, pp. 361-368.
    Paper [ML]

  172. “A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling,” J. Zhu, S. C. H. Hoi, M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007), June 19-21, 2007, pp. 1-7.
    Paper Presentation [MM]

  173. “Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection,” J. Zhu, M.R. Lyu, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2007), June 19-21, 2007, pp. 1-8.
    Paper [MM]

  174. “Software Reliability Engineering: A Roadmap,” M.R. Lyu, Future of Software Engineering, in Proceedings of the 29th International Conference on Software Engineering, Minneapolis, May 20-26, 2007, pp. 153-170.
    Paper Presentation [SE]

  175. “Web page classification with heterogeneous data fusion,” Z. Xu, I. King, and M.R. Lyu, in Proceedings of the 16th international conference on World Wide Web (WWW 2007), Banff, Alberta, Canada, May 8-12, 2007, pp. 1171–1172.
    Paper Presentation [ML]

  176. “A Multi-Modal and Multi-Level Ranking Framework for Content-Based Video Retrieval,” (Invited Paper/Talk), S. C.H. Hoi and M.R Lyu, In the 32nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2007), Special Session on “Web Image/Video Search Technologies,” Hawaii, USA, April 15-20, 2007, pp. 607-619.
    Paper [MM]

  177. “Extending Link-based Algorithms for Similar Web Pages with Neighborhood Structure,” Z. Lin, I. King, and M.R. Lyu, Proceedings of the 6th International Conference on Web Intelligence (WI07), 2007, pp. 263-266.
    Paper [ML]

  178. “POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks,” Y. Zhou, E. C.-H. Ngai, M.R. Lyu, and J. Liu, in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong, China, March 11-15, 2007, pp. 3736-3740 .
    Paper [DS]

  179. “Delay-Minimized Route Design for Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, J. Liu, and M.R. Lyu, in Proceedings of The IEEE Wireless Communications and Networking Conference (WCNC'07), Hong Kong, China, March 11-15, 2007, pp .3675-3680.
    Paper [DS]

  180. “An Energy-Efficient Mechanism for Self-Monitoring Sensor Web,” Y. Zhou and M.R. Lyu, in Proceedings of The 2007 IEEE Aerospace Conference, Big Sky, MT, USA, March 3-10, 2007, pp. 1-8.
    Paper [DS]




    —-2006—-
  181. “PageSim: A Novel Link-based Similarity Measure for the World Wide Web,” Z. Lin, I. King, and M.R. Lyu, Proceedings of the 5th International Conference on Web Intelligence (WI06), Hong Kong, December 28-22, 2006, pp. 687-693.
    Paper Presentation [ML]

  182. “Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering,” G.J. Zhang, J.X. Du, D.S. Huang, T.M. Lok and M.R. Lyu, The 2nd International Conference on Natural Computation(ICNC'06), September 2006, Xidian University, Xi'an, China; also in L.Wang et al. (eds.), LNAI 4223, Springer-Verlag, 2006, pp. 582-585.
    Paper [ML]

  183. “How should software reliability engineering (SRE) be taught?,” Mario Garzia, John P. Hudepohl, Will Snipes, M.R. Lyu, John D. Musa, Carol Smidts, Laurie Williams, in SIGSOFT Softw. Eng. Notes 31(4): 1-5 (2006).
    [SE]

  184. “CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval,” S. C. H. Hoi, J. Zhu and M.R. Lyu, In Proceedings of Cross Language Evaluation Forum campaign (CLEF 2006), LNCS 4022, Springer, 2006, pp. 602-611.
    Paper [MM]

  185. “Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks,” E. C.-H. Ngai, Y. Zhou, M.R. Lyu, and J. Liu, The Third IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS'06), Vancouver, Canada, October 9-12, 2006, pp. 101-108.
    Paper Presentation [DS]

  186. “Gene Selection Based on Mutual Information for the Classification of Multi-Class Cancer,” S.-B. Guo, M.R. Lyu, and T.-M. Lok, in International Conference on Intelligent Computing (Lecture Notes in Bioinformatics, Springer-Verlag), vol. 4115, Kunming, China, August 16-19, 2006, pp. 454-463.
    Paper [ML]

  187. “Predictive Random Graph Ranking on the Web,” H. Yang; I. King, and M.R. Lyu, International Joint Conference on Neural Networks (IJCNN '06), Vancouver, Canada, July 16-21, 2006, pp. 1825-1832.
    Paper [ML]

  188. “A New Learning Algorithm for Function Approximation Incorporating A Priori Information into Extreme Learning Machine,” F. Han, T.-M. Lok, and M.R. Lyu, Third International Symposium on Neural Networks, May 28-June 1, 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 631-636.
    Paper [ML]

  189. “Nonlinear Blind Source Separation Using Hybrid Neural Networks,” C.-H. Zheng, Z.-K. Huan, M.R. Lyu, T.-M. Lok, Third International Symposium on Neural Networks, May 28-June 1, 2006, Chengdu, China, published in Advances in Neural Networks (ISNN 2006), LNCS 3971, SpringerLink, 2006, pp. 1165-1170.
    Paper [ML]

  190. “Learning the Unified Kernel Machines for Classification,” S. C. H. Hoi, M.R. Lyu, and E. Y. Chang, in The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD2006), Philadelphia, USA, August 20-23, 2006, pp. 187-196 .
    Paper [ML]

  191. “Constructing Robust and Resilient Framework for Cooperative Video Streaming,” S. Lu and M.R. Lyu, in Proceedings 2006 International Conference on Multimedia & Expo, Toronto, Canada, July 9-12, 2006, pp. 917-920 .
    Paper Presentation [MM]

  192. “A Point-Distribution Index And Its Application to Sensor Grouping in Wireless Sensor Networks,” Y. Zhou, H. Yang, M.R. Lyu, and E. C.H. Ngai, in Proceedings of the International Wireless Communications and Mobile Computing Conference (IWCMC'06), Vancouver, Canada, July 3-6, 2006, pp. 1171-1176.
    Paper Presentation [DS]

  193. “Batch Mode Active Learning and Its application to Medical Image Classification,” S. C. H. Hoi, R. Jin, J. Zhu and M.R. Lyu, in Proceedings of the 23rd International Conference on Machine Learning (ICML2006), Pittsburgh, Penn, US, June 25-29, 2006, pp. 417-424.
    Paper [MM]

  194. “Learning Distance Metrics with Contextual Constraints for Image Retrieval,” S. C.H. Hoi, W. Liu, M.R. Lyu, and W.-Y. Ma, in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR2006), New York, June 17-22, 2006, pp. 2072-2078.
    Paper Presentation [MM]

  195. “ART: Augmented Reality Table for Interactive Trading Card Game,” A. H. T. Lam, K. C. H. Chow, E. H. H. Yau, and M.R. Lyu, ACM International Conference on Virtual Reality Continuum and Its Applications (VRCIA 2006), Hong Kong, June 14-17, 2006, pp. 357-360.
    Paper Presentation [WMV ] [MM]

  196. “On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks,” E. C.H. Ngai, J. Liu, and M.R. Lyu, IEEE International Conference on Communications (ICC'06), Istanbul, Turkey, June 11-15, 2006, pp. 3383-3389.
    Paper Presentation [DS]

  197. “An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation,” E. C.H. Ngai and M.R. Lyu,I IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC'06), Taichung, Taiwan, June 5-7, 2006, pp. 94-101.
    Paper Presentation [DS]

  198. “Making Services Fault Tolerant,” P.W. Chan, M.R. Lyu, and M. Malek, the 3rd International Service Availability Symposium (ISAS 2006), Helsinki, Finland, May 15-16, 2006; Lecture Notes in Computer Science, vol. 4328, Springer, 2006, pp. 43-61.
    Paper Presentation [DS]

  199. “Large-Scale Text Categorization by Batch Mode Active Learning,” S. C.H. Hoi, R. Jin and M.R. Lyu, in Proceedings 15th International World Wide Web conference (WWW 2006), Edinburgh, England, UK, May 23-26, 2006, pp. 633-642.
    Paper Presentation [MM]

  200. “Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data,” Q. Zhao, S. C. H. Hoi, T.-Y. Liu, S. S. Bhowmick, M.R. Lyu and W.-Y. Ma, in Proceedings 15th International World Wide Web conference (WWW 2006), Edinburgh, England, UK, May 23-26, 2006, pp. 543-552.
    Paper Presentation [MM]

  201. “PageSim: A Novel Link-based Measure of Web Page Similarity,” Z. Lin, M.R. Lyu, and I. King, Proceedings of the 15th international conference on World Wide Web (WWW 2006), Edinburgh, Scotland, May 23-26, 2006, pp. 1019-1020.
    Paper [poster ] [ML]

  202. “Real-Time Non-Rigid Shape Recovery via Active Appearance Models for Augmented Reality,” J. Zhu, S. C.H. Hoi, E. Yau and M.R. Lyu, in Proceedings 9th European Conference on Computer Vision (ECCV 2006), Graz, Austria, May 7-13, 2006, pp. 1-12.
    Paper Presentation [MM]

  203. “A Real-Time Communication Framework for Wireless Sensor-Actuator Networks,” E. C.H. Ngai, M.R. Lyu, and J. Liu, Proceedings 2006 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 4-11, 2006, pp, 1-9.
    Paper Presentation [DS]




    —-2005—-
  204. “Comparison of Methods of Controlling Two Types of Error Ratio Applied to Software Reliability Prediction,” F. Xing, P. Guo and M.R. Lyu, in Proceedings of the National Software Application Conference (NASAC2005), Nanjing, China, October 18-20, 2005.
    Paper [SE]

  205. “Comparative Studies on the CT Image Reconstruction Based on the RBF Neural Networks,” H. Ming, G. Ping, M.R. Lyu, in Proceedings of the 11th Joint International Computer Conference (JICC 2005), Chongqing, China, November 10-12, 2005.
    Paper [ML]

  206. “A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks,” Y. Zhou, M.R. Lyu, J. Liu, and H. Wang, in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE 2005), Chicago, Illinois, November 8-11, 2005. (presentation)
    Paper Presentation [DS]

  207. “A Novel Method for Early Software Quality Prediction Based on Support Vector Machine,” F. Xing, P. Guo, and M.R. Lyu, in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE 2005), Chicago, Illinois, November 8-11, 2005.
    Paper Presentation [SE]

  208. “An Experimental Evaluation on Reliability Features of N-Version Programming,” X. Cai, M.R. Lyu and M.A. Vouk, in Proceedings 16th International Symposium on Software Reliability Engineering (ISSRE 2005), Chicago, Illinois, November 8-11, 2005. (presentation)
    Paper Presentation [SE]

  209. “On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks,” Y. Zhou, and M.R. Lyu, and J. Liu, in Proceeding of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS 2005), Washington, DC, November 7-10, 2005.
    Paper [DS]

  210. “Improving Naive Bayesian Classifier by Discriminative Training,” K. Huang, Z. Zhou, I. King, and M.R. Lyu, Proceedings of the 11th International Conference on Neural Information Processing, Taipei, October 30-November 2, 2005, pp. 49-54. Presentation [ML]

  211. “NHDC and PHDC: Non-propagating and Propagating Heat Diffusion Classifiers,” H. Yang, I. King, and M.R. Lyu, Proceedings of the 11th International Conference on Neural Information Processing, Taipei, October 30-November 2, 2005, pp. 394-399.
    Paper [ML]

  212. “Automatic 3D Face Modeling Using 2D Active Appearance Models,” J. Zhu, S.C.H. Hoi, E. Yau, and M.R. Lyu, Proceedings of the 13th Pacific Conference on Computer Graphics and Applications, Macau, China, October 12-14, 2005.
    Paper [MM]

  213. “Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification,” Y.Q. Tian, P. Guo, and M.R. Lyu, IEEE International Conference on System, Man and Cybernetics, Hawaii, USA, October 10-12, 2005.
    Paper [MM]

  214. “A Unified Machine Learning Paradigm for Large-Scale Personalized Information Management,” E.Y. Chang, C.H. Hoi, X. Wang, W.-Y. Ma, and M.R. Lyu, The 5th IEEE Emerging Information Technology Conference, Taipei, Taiwan, Aug, 2005.
    Paper [MM]

  215. “A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception,” X.-J. He, D.-S. Huang, Y. Zhang, T.-M. Lok, and M.R. Lyu, The First International Conference on Natural Computation (ICNC 2005), Changsha, China, August 27-29, 2005.
    Paper [MM]

  216. “Improvements to Conventional Layer-by-Layer BP Algorithm,” X.-Q. Li, D.-S. Huang, T.-M. Lok, M.R. Lyu, and G.-B. Huang, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26, 2005.
    Paper [ML]

  217. “Methods of Decreasing the Number of Support Vectors via k-Mean Clustering,” X.-L. Xia, D.-S. Huang, M.R. Lyu, T.-M. Lok, and G.-B. Huang, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26, 2005.
    Paper [ML]

  218. “A Novel Image Retrieval System Based on BP Neural Network,” J.H. Han, D.S. Huang, T.M. Lok, and M.R. Lyu, Proceedings 2005 International Joint Conference on Neural Networks, Montreal, Quebec, Canada, July 31-August 4, 2005.
    Paper [MM]

  219. “A Semi-Supervised Active Learning Framework for Image Retrieval,” S.C.H. Hoi and M.R. Lyu, in Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), San Diego, California, USA, June 20-25, 2005, pp. 302-309.
    Paper Presentation [MM]

  220. “Digital Video Watermarking with a Genetic Algorithm,” P.W. Chan and M.R. Lyu, Proceedings 2005 International Conference on Digital Archive Technologies (ICDAT 2005), Taipei, Taiwan, June 16-17, 2005, pp. 139-153.
    Paper Presentation [MM]

  221. “The Effect of Code Coverage on Fault Detection under Different Testing Profiles,” X. Cai and M.R. Lyu, ICSE 2005 Workshop on Advances in Model-Based Software Testing (A-MOST), St. Louis, Missouri, May 15-21, 2005.
    Paper [SE]

  222. “Predictive Ranking: A Novel Page Ranking Approach by Estimating the Web Structure,” H. Yang, I. King, and M.R. Lyu, Proceedings of the Fourteenth International World Wide Web Conference (WWW 2005), Tokyo, Japan, May 10-14, 2005, pp. 944-945. (poster)
    [poster ] Presentation [DS]

  223. “Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-based Image Retrieval,”(Invited Paper) S.C.H. Hoi, M.R. Lyu and R. Jin, in Proceedings 1st IEEE International EMMA Workshop in conjunction with 21st ICDE Conference, Tokyo, Japan, April 2005, pp. 76-85.
    Paper Presentation [MM]

  224. “A Novel Video Summarization Framework for Document Preparation and Archival Applications,” S. Lu, I. King, and M.R. Lyu, Proceedings 2005 IEEE Aerospace Conference, Big Sky, Montanna, U.S.A., March 5-12, 2005.
    Paper [MM]

  225. “ARCADE: Augmented Reality Computing Arena for Digital Entertainment,” M.R. Lyu, I. King, T.T. Wong, E. Yau, and P.W. Chan, Proceedings 2005 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 5-12, 2005.
    Paper [MM]

  226. “Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns,” S. Lu, M.R. Lyu, and I. King, Proceedings 11th International Multimedia Modeling Conference (MMM 2005), Melbourne, Australia, January 12-14, 2005, pp. 60-67.
    Paper Presentation [MM]




    —-2004—-
  227. “Integrating Trust in Grid Computing Systems,” W.K. Lai, K.W. Ng, and M.R. Lyu, in Proceedings GCC 2004; Lecture Notes in Computer Science, vol. 3251, Springer-Verlag 2004, pp. 887-890.
    Paper [DS]

  228. “Outliers Treatment in Support Vector Regression for Financial Time Series Prediction,” H. Yang, K. Huang, L. Chan, I. King, M.R. Lyu, Proceedings of the 11th International Conference on Neural information Processing (ICONIP'2004), Lecture Notes of Computer Science, Science city, Calcutta, India, November 22-25, 2004.
    Paper [ML]

  229. “An Empirical Study on Reliability Modeling for Diverse Software Systems,” X. Cai and M.R. Lyu, Proceedings 15th International Symposium on Software Reliability Engineering (ISSRE 2004), Saint-Malo, France, November 2-5, 2004, pp. 125-136.
    Paper Presentation [SE]

  230. “A Novel Log-based Relevance Feedback Technique in Content-based Image Retrieval,” C.H. Hoi and M.R. Lyu, Proceedings ACM Multimedia 2004, New York October 10-16, 2004, pp. 24-31.
    Paper Presentation [MM]

  231. “Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags,” C.Y. Huang, C.T. Lin, S.Y. Kuo and M.R. Lyu, Proceedings 28th Annual International Computer Software and Applications Conference (COMPSAC 2004), Hong Kong, September 28-30, 2004, pp. 186-191.
    Paper Presentation [SE]

  232. “Group-based Relevance Feedback with Support Vector Machine Ensembles,” C.H. Hoi and M.R. Lyu, Proceedings 17th International Conference on Pattern Recognition (ICPR 2004), Cambridge, UK, August 23-26, 2004.
    Paper Presentation [ML]

  233. “Biased Support Vector Machine for Relevance Feedback in Image Retrieval,” C.H. Hoi, C.H. Chan, K. Huang, M.R. Lyu, and I. King, Proceedings International Joint Conference on Neural Networks (IJCNN 2004), Budapest, Hungary, July 25-29, 2004.
    Paper Presentation [MM]

  234. “Learning Large Margin Classifiers Locally and Globally,” K. Huang, H. Yang, I. King and M.R. Lyu, Proceedings Twenty-first International Conference on Machine Learning (ICML'2004), Banff, Alberta, Canada, July 4-8, 2004, pp. 401-408.
    Paper Presentation [poster ] [poster ] [ML]

  235. “Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine,” K. Huang, H. Yang, I. King and M.R. Lyu, Proceedings IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), vol. 2, Washington, DC, June 27-July 2, 2004, pp. 558-563.
    Paper Presentation [ML]

  236. “Robust Face Recognition Using Minimax Probability Machine,” C.H. Hoi and M.R. Lyu, Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME 2004), Taipei, Taiwan, June 27-30, 2004.
    Paper [MM]

  237. “Video Summarization by Video Structure Analysis and Graph Optimization,” S. Lu, I. King, and M.R. Lyu, Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME 2004), Taipei, Taiwan, June 27-30, 2004.
    Paper [MM]

  238. “Video Summarization by Spatial-Temporal Graph Optimization,” S. Lu, M.R. Lyu, and I. King, Proceedings 2004 IEEE Symposium on Circuits and Systems (ISCAS 2004), Vancouver, Canada, May 23-26, 2004.
    Paper Presentation [MM]

  239. “The PowerRank Web Link Analysis Algorithm,” Y. Lu, B. Zhang, W. Xi, Z Chen, Y. Liu, M.R. Lyu, and W.Y. Ma, , Poster Proceedings 13th International World Wide Web Conference (WWW 2004), New York, May 17-22, 2004 , pp. 254-255.
    Paper Presentation [DS]

  240. “Affinity Rank: A New Scheme for Efficient Web Search, Y. Liu, B. Zhang, Z. Chen, M.R. Lyu, and W.Y. Ma , Poster Proceedings 13th International World Wide Web Conference (WWW 2004), New York, May 17-22, 2004, pp. 338-339.
    Paper Presentation [DS]

  241. “Copyright Protection on the Web: A Hybrid Digital Video Watermarking Scheme,” P.W. Chan, M.R. Lyu, and R.T. Chin, Poster Proceedings 13th International World Wide Web Conference (WWW 2004), New York, May 17-22, 2004, pp. 354-355.
    Paper [poster ] [DS]

  242. “Web Image Learning for Searching Semantic Concepts in Image Databases,” C.H. Hoi and M.R. Lyu, Poster Proceedings 13th International World Wide Web Conference (WWW 2004), New York, May 17-22, 2004, pp. 406-407.
    Paper Presentation [DS]

  243. “Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks,” C.H. Ngai and M.R. Lyu, Proceedings 2nd International Workshop on Mobile Distributed Computing (MDC 2004), Tokyo, Japan, March 23-26, 2004.
    Paper Presentation [DS]

  244. “An Authentication Service Against Dishonest Users in Mobile Ad Hoc Networks,” C.H. Ngai, M.R. Lyu, and R.T. Chin, Proceedings 2004 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 6-13, 2004.
    Paper Presentation [DS]

  245. “A Trust Model Based Routing Protocol for Secure Ad Hoc Networks,” X. Li, M.R. Lyu, and J. Liu, Proceedings 2004 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 6-13, 2004.
    Paper Presentation [DS]

  246. “Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs,” X. Chen and M.R. Lyu, Proceedings 2004 IEEE Aerospace Conference, Big Sky, Montana, U.S.A., March 6-13, 2004.
    [PDF ] Presentation [DS]

  247. “Expected-Reliability Analysis for Wireless CORBA with Imperfect Components,” X. Chen and M.R. Lyu, Proceedings 2004 Pacific-Rim Dependable Computing, Papeete, Tahiti, French Polynesia, March 3-5, 2004, pp. 207-215.
    Paper Presentation [SE]

  248. “Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort,” C.-Y. Huang, J.-H. Lo, S.-Y. Kuo, M.R. Lyu, Proceedings 2004 Pacific-Rim Dependable Computing, Papeete, Tahiti, French Polynesia, March 3-5, 2004, pp. 103-112.
    Paper Presentation [SE]

  249. “Biased Minimax Probability Machine for Medical Diagonsis,” K. Huang, H. Yang, I. King, M.R. Lyu, and L.W. Chan, Proceedings the Eighth International Symposium on Artificial Intelligence and Mathematics (AMAI 2004), Fort Lauderdale, Florida, January 4-6, 2004.
    Paper [ML]




    —-2003—-
  250. “A New Software Testing Approach Based on Domain Analysis of Specifications and Programs,” R. Zhao, M.R. Lyu, and Y. Min, Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE 2003), Denver, Colorado, November 17-20, 2003, pp. 60-70.
    Paper Presentation [SE]

  251. “An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering,” M.R. Lyu, Z. Huang, K.S. Sze, and X. Cai, Proceedings 14th IEEE International Symposium on Software Reliability Engineering (ISSRE 2003), Denver, Colorado, November 17-20, 2003, pp. 119-130. This paper received the ISSRE 2003 Best Paper Award.
    Paper Presentation [SE]

  252. “Domain Testing Based on Character String Predicate,” R. Zhao, M.R. Lyu, and Y. Min, in Proceedings 12th Asian Test Symposium (ATS 2003), Xi'an, China, November 17-19, 2003, pp. 96-101.
    Paper Presentation [SE]

  253. “Character String Predicate Based Automatic Software Test Data Generation,” R. Zhao and M.R. Lyu, Proceedings 3rd International Conference on Quality Software (QSIC 2003), Dallas, Texas, November 6-7, 2003, pp. 255-262.
    Paper Presentation [SE]

  254. “A Wireless Handheld Multi-Modal Digital Video Library Client System,” M.R. Lyu, J. Yen, E. Yau, and K.S. Sze, Proceedings 5th ACM SIGMM International Workshop on Multimedia Information Retrieval (MIR 2003), November 7, 2003, Berkeley, California, pp. 231-238.
    Paper Presentation [DS]

  255. “Sensitivity Analysis of Software Reliability for Component-Based Software Applications ,” J.-H. Lo, C.-Y. Huang, S.-Y. Kuo, and M.R. Lyu, Proceedings 27th Annual International Computer Software and Applications Conference (COMPSAC 2003), Dallas, Texas, November 3-6, 2003, pp. 500-505.
    Paper [SE]

  256. “A DWT-based Digital Video Watermarking Scheme with Error Correcting Code,” P.W. Chan and M.R. Lyu, Proceedings Fifth International Conference on Information and Communications Security (ICICS2003), Huhehaote City, Inner-Mongolia, China, October 10-13, 2003; Lecture Notes in Computer Science, vol. 2836, Springer, 2003, pp. 202-213.
    Paper Presentation [MM]

  257. “Performance and Effectiveness Analysis of Checkpointing in Mobile Environments,” X. Chen and M.R. Lyu, in Proceedings 22nd International Symposium on Reliable Distributed Systems, Florence , Italy, October 6-8, 2003, pp. 131-140.
    Paper Presentation [DS]

  258. “Video Summarization Using Greedy Method in a Constraint Satisfaction Framework,” S. Lu, I. King, and M.R. Lyu, Proceedings 9th International Conference on Distributed Multimedia Systems (DMS 2003), Miami, Florida, USA, pages 456–461, September 24-26, 2003, pp. 456-461.
    Paper [MM]

  259. “Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML,” C.-A. Sun, J. Cao, M. Jin, C. Liu, and M.R. Lyu, in Proceedings 5th International Workshop on Advanced Parallel Processing Technologies (APPT 2003), Xiamen, China, September 17-19, 2003, pp. 536-545.
    Paper Presentation [DS]

  260. “Face recognition committee machines: Dynamic vs. static structures,” H.-M. Tang, M.R. Lyu, and I. King, Proceedings of The 12th International Conference on Image Analysis and Processing (ICIAP 2003), Mantova, Italy, September 17-19, 2003, pp. 121-126.
    Paper Presentation [MM]

  261. “A Face Processing System Based on Committee Machine: The Approach and Experimental Results,” K.-F. Jang, H.-M. Tang, M.R. Lyu and Irwin King, 10th Int'l Conf. on Computer Analysis of Images and Patterns (CAIP 2003) Groningen, The Netherlands, Auguest 25-27, 2003, pp. 614-622.
    Paper Presentation [MM]

  262. “A Progressive Fault Tolerant Mechanism in Mobile Agent Systems,” M.R. Lyu and T.Y. Wong, in Proceedings 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2003), Orlando , Florida, July 27-30, 2003, Volume IX, pp. 299-306.
    Paper Presentation [DS]

  263. “A Novel Scheme for Video Similarity Detection,” C.H. Hoi, W. Wang and M.R. Lyu, In Proceedings of International Conference on Image and Video Retrieval (CIVR 2003), Urbana-Champaign, Illinois, July 24-25, 2003; Lecture Notes in Computer Science, vol. 2728, Springer, 2003, pp. 373-382.
    Paper Presentation [MM]

  264. “Discriminative Training of Bayesian Chow-Liu Tree Multinet Classifiers,” K. Huang, I. King, and M.R. Lyu, in Proceedings International Joint Conference on Neural Network 2003 (IJCNN 2003), Portland , Oregon , July 20-24, 2003, pp. 484-488.
    Paper Presentation [ML]

  265. “Finite Mixture Model of Bounded Semi-Naive Bayesian Networks Classifiers,” K. Huang, I. King, and M.R. Lyu, in Lecture Notes of Computer Science, Joint 13th International Conference on Artificial Neural Networks and 10th International Conference on Neural Information Processing (ICANN&ICONIP 2003), June 26-29, 2003, Istanbul, Turkey; Publisher: Springer-Verlag Heidelberg, vol. 2714 / January 2003, pp. 115-122.
    Paper Presentation [ML]

  266. “Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment,” W. Wang and M.R. Lyu, in Proceedings of the International Conference on Multimedia & Expo (ICME 2003), Baltimore, Maryland, July 6-9, 2003.
    Paper [MM]

  267. “PVCAIS: A Personal Videoconference Archive Indexing System,” J. Song, M.R. Lyu, J.-N. Hwang, and M. Cai, in Proceedings of the International Conference on Multimedia & Expo (ICME 2003), Baltimore, Maryland, July 6-9, 2003.
    Paper [MM]

  268. “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” K.S. Sze, M.R. Lyu, K.P. Choi, and H.H. Yau, Poster in Proceedings of the 12th International World Wide Web Conference (WWW 2003), Budapest, Hungary, May 20-24, 2003.
    Paper Presentation [MM]

  269. “Message Logging and Recovery in Wireless CORBA Using Access Bridge,” X. Chen and M.R. Lyu, in Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS 2003), Pisa, Italy, April 9-11, 2003, pp. 107-114.
    Paper Presentation [DS]

  270. “A Robust Statistic Method for Classifying Color Polarity of Video Text,” J. Song, M. Cai, and M.R. Lyu, in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong , April 6-10, 2003, pp. 581-584.
    Paper [MM]

  271. “Face Recognition Committee Machine,” H.-M. Tang, M.R. Lyu and I. King, in Proceedings of the International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong , April 6-10, 2003, pp. 837-840.
    Paper [MM]




    —-2002—-
  272. “Constructing a Large Node Chow-Liu Tree Based On Frequent Itemsets,” K. Huang, I. King, and M.R. Lyu, Proceedings of the 9th International Conference on Neural Information Processing, Orchid Country Club, Singapore, November 18-22, 2002, pp. 498-502.
    Paper Presentation [ML]

  273. “Learning Maximum Likelihood Semi-Naive Bayesian Network Classifier,” K. Huang, I. King and M.R. Lyu, in Proceedings of the 2nd IEEE International Conference on Systems Man and Cybernetics, Hammamet, Tunisia, October 6-9, 2002, pp. TA1F3.
    Paper Presentation [ML]

  274. “Optimal Allocation of Testing Resources for Modular Software Systems,” C.Y. Yu, J.H. Lo, S.Y. Kuo, and M.R. Lyu, in Proceedings of the 13th International Symposium on Software Reliability Engineering (ISSRE 2002), Annapolis, MD, November 12-15, 2002, pp. 129-138.
    Paper [SE]

  275. “A New Approach for Video Text Detection,” M. Cai, J.Q. Song and M.R. Lyu, in Proceedings of the International Conference on Image Processing (ICIP 2002), vol. 1, Rochester, New York, September 22-25, 2002, pp. 117-120.
    Paper Presentation [MM]

  276. “XVIP: An XML-Based Video Information Processing System,” C.H. Ngai, P.W. Chan, E. Yau and M.R. Lyu, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC 2002), Oxford, England, August 26-29, 2002, pp. 173-178. Paper [MM]

  277. “Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications,” J.H. Lo, S.Y. Kuo, M.R. Lyu, and C.Y. Huang, in Proceedings of the 26th Annual International Computer Software and Applications Conference (COMPSAC 2002), Oxford, England, August 26-29, 2002, pp. 7-12.
    Paper [SE]

  278. “Graphics Recognition from Binary Images: One Step or Two Steps,” J.Q. Song, M. Cai and M.R. Lyu, in Proceedings of the International Conference on Pattern Recognition (ICPR 2002), vol. 3, Quebec City, Canada, August 11-15, 2002, pp. 135-138.
    Paper [poster ] [MM]

  279. “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” J.Q. Song, M. Cai and M.R. Lyu, in Proceedings of the International Conference on Pattern Recognition (ICPR 2002), vol. 1, Quebec City, Canada, August 11-15, 2002, pp. 608-611.
    Paper [poster ] [MM]

  280. “A New Approach for line recognition in large-size images using Hough Transform,” J.Q. Song, M. Cai and M.R.Lyu, in Proceedings of the International Conference on Pattern Recognition (ICPR 2002), vol. 1, Quebec City, Canada, August 11-15, 2002, pp. 33-36.
    Paper [poster ] [MM]

  281. “A Multilingual, Multimodal Digital Video Library System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proceedings of the Joint Conference on Digital Libraries, Portland, July 14-18, 2002, pp. 145-153.
    Paper [MM]

  282. “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proceedings of the 11th International World Wide Web Conference (WWW 2002), Practice and Experience Track, Hawaii, May 7-11, 2002.
    Paper [MM]

  283. “ADVISE: Advanced Digital Video Information Segmentation Engine,” C.W. Ng and M.R. Lyu, Poster in Proceedings of the 11th International World Wide Web Conference (WWW 2002), Hawaii, May 7-11, 2002.
    Paper [MM]

  284. “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” K. S. Sze, K. P. Choi, and M.R. Lyu, Poster in Proceedings of the 11th International World Wide Web Conference (WWW 2002), Hawaii , May 7-11, 2002. This paper received the best poster paper award at the WWW2002 conference.
    Paper [poster ] [MM]




    —-2001—-
  285. “A Case Study on Stacked Generalization with Software Reliability Growth Modeling Data,” P. Guo and M.R. Lyu, in Proceedings of the 8th International Conference on Neural Information Processing, Shanghai, China, November 14-18, 2001, pp. 1321-1326.
    Paper [SE]

  286. “An Agent-based Platform for Online Auctions,” Anson Lee, M.R. Lyu and Irwin King, in Proceedings International Conference on Internet Computing (ICIC 2001), Volume II, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 743-749.
    Paper [DS]

  287. “Tunneling across firewalls by using XML and Servlets: An experiment on CORBA,” Wing Hang Cheung, M.R. Lyu and Kam Wing Ng, in Proceedings International Conference on Internet Computing (ICIC 2001), Volume I, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 379-385.
    Paper [DS]

  288. “Design and Implementation of XML-Based Digital Video Library System,” Jacky C.K. Ma and M.R. Lyu, in Proceedings International Conference on Internet Computing (ICIC 2001), Volume I, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 371-374.
    Paper [DS]

  289. “Video Comparison Using Tree Matching Algorithms,” Chung Wing Ng, Irwin King and M.R. Lyu, in Proceedings International Conference on Imaging Science, Systems, and Technology (CISST 2001), Volume I, Las Vegas, Nevada, USA, June 25-28, 2001, pp. 184-190.
    Paper [DS]

  290. “ComPARE: A Generic Quality Assessment Environment for Component-Based Software Systems,” Xia Cai, M.R. Lyu, Kam-Fai Wong and Mabel Wong, in Proceedings International Symposium on Information Systems and Engineering (ISE 2001), Las Vegas, Nevada, USA, June 25-28, 2001, pp. 348-354.
    Paper [SE]

  291. “Simulation Techniques for Component-Based Software Reliability Modeling with Project Application,” Ruohao Huang, M.R. Lyu and Karama Kanoun, in Proceedings International Symposium on Information Systems and Engineering (ISE 2001), Las Vegas, Nevada, USA, June 25-28, 2001, pp. 283-289.
    Paper [SE]

  292. “A Novel PAT-Tree Approach to Chinese Document Clustering,” Kenny Kwok, M.R. Lyu and Irwin King, in Proceedings International Symposium on Information Systems and Engineering (ISE 2001), Las Vegas, Nevada, USA, June 25-28, 2001, pp. 85-91.
    Paper [MM]

  293. “Agent-based Multimedia Data Sharing Platform,” Anson Lee, M.R. Lyu and Irwin King, in Proceedings International Symposium on Information Systems and Engineering (ISE 2001), Las Vegas, Nevada, USA, June 25-28, 2001, pp. 18-24.
    Paper [MM]

  294. “Integrating Digital Libraries by CORBA, XML and Servlet,” W.H. Cheung, M.R. Lyu and K.W. Ng, in Proceedings First ACM/IEEE-CS Joint Conference on Digital Libraries, Roanoke, Virginia, June 24-28, 2001, pp. 472.
    Paper [poster ] [DS]




    —-2000—-
  295. “Component-Based Software Engineering: Technologies, Development Frameworks, and Quality Assurance Schemes,” X. Cai, M.R. Lyu, K.F. Wong, and R. Ko,in Proceedings Asian-Pacific Software Engineering Conference (APSEC 2000), Singapore, December 2000, pp. 372-379.
    Paper [SE]

  296. “Software Quality Prediction Using Mixture Models with EM Algorithm,” P. Guo and M.R. Lyu, in Proceedings First Asia-Pacific Conference in Quality Software (APAQS 2000), Hong Kong, October 30-31, 2000, pp. 69-78.
    Paper [SE]

  297. “A Phase-Based Approach to Creating Highly Reliable Software,” M.R. Lyu, in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC 2000), Taipei, Taiwan, October 25-27, 2000, pp. 276-277.
    Paper (Chinese version) Paper [SE]

  298. “Firewall Security: Policies, Testing, and Performance Evaluation,” M.R. Lyu and L. Lau, in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC 2000), Taipei, Taiwan, October 25-27, 2000, pp. 116-121.
    Paper [DS]

  299. “Effort-Index-Based Software Reliability Growth Models and Performance Assessment,” C.Y. Huang, S.Y. Kuo, M.R. Lyu, and J.H. Lo, in Proceedings 2000 International Conference on Computer Systems and Applications (COMPSAC 2000), Taipei, Taiwan, October 25-27, 2000, pp. 454-459.
    Paper [SE]

  300. “Quantitative Software Reliability Modeling from Testing to Operation,” C.Y. Huang, S.Y. Kuo, M.R. Lyu, and J.H. Lo, in Proceedings 11th International Symposium on Software Reliability Engineering (ISSRE 2000), San Jose, California, October 9-11, 2000, pp. 72-82.
    Paper [SE]

  301. “ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications,” S.K. Sze and M.R. Lyu, in Proceedings 11th International Symposium on Software Reliability Engineering (ISSRE 2000), San Jose, California, October 9-11, 2000, pp. 327-335.
    Paper [SE]

  302. “The Design, Implementation and Evaluation of an Internet Payment System,” K. L. Chong, C. H. Ho, C. H. Lau, M.R. Lyu, and Y. S. Moon, in Proceedings World Computer Congress: Information Technology for Business Management (WCC-ITBM 2000), Beijing, China, August 21-25, 2000, pp. 636-639.
    Paper [DS]

  303. “Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications,” H.W. Chan, K.M. Wong, T.Y. Wong, and M.R. Lyu, in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2000), Las Vegas, Nevada, June 26-29, 2000, pp. 1871-1877.
    Paper [poster ] [DS]

  304. “Chinese Optical Character Recognition for Information Extraction from Video Images,” W.H. Cheung, K.F. Pang, M.R. Lyu, K.W. Ng, and I. King, in Proceedings of the International Conference on Imaging Science, Systems, and Technology (CISST 2000), Las Vegas, Nevada, June 26-29, 2000, pp. 269-275.
    Paper [MM]

  305. “Virtual Campus: A Web-based Customized Learning Environment,” K.P Ma, M.R. Lyu and W.K. Kan, in Proceedings of the International Conference on Internet Computing (ICIC 2000), Las Vegas, Nevada, June 26-29, 2000, pp. 119-125.
    Paper [DS]

  306. “Classification for High-Dimension Small-Sample Data Sets Based on Kullback-Leibler Information Measure,” P. Guo and M.R. Lyu, in Proceedings of the International Conference on Artificial Intelligence (IC-AI 2000), Las Vegas, Nevada, June 26-29, 2000, pp. 1187-1193.
    Paper [ML]

  307. “A Study on Color Space Selection for Determining Image Segmentation Region Number,” P. Guo and M.R. Lyu, in Proceedings of the International Conference on Artificial Intelligence (IC-AI 2000), Las Vegas, Nevada, June 26-29, 2000, pp. 1127-1132.
    Paper [MM]

  308. “SIAS: A Secure Shopping Information Agent System,” H.W. Chan, T.Y. Wong, K.M Wong, and M.R. Lyu, in Proceedings Fourth International Conference on Autonomous Agents (Agents 2000), Barcelona, Catalonia, Spain, June 3-7, 2000, pp. 257-258.
    Paper [SE]




    —-1999—-
  309. “Security Modeling and Evaluation for the Mobile Code Paradigm,” H.W. Chan and M.R. Lyu, in Proceedings 1999 Asian Computing Science Conference (ASIAN 1999), Phuket, Thailand, December 1999, pp. 371-372.
    Paper Presentation [SE]

  310. “Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm,” G. Xing and M.R. Lyu, in Proceedings 1999 Asia-Pacific Software Engineering Conference (APSEC 1999), Takamatsu, Japan, December 1999, pp. 530-536.
    Paper Presentation [SE]

  311. “Software Reliability Modeling and Cost Estimation Incorporating Testing-Effort and Efficiency,” C.-Y. Huang, J.-H. Lo, S.-Y. Kuo, and M.R. Lyu, in Proceedings 10th International Symposium on Software Reliability Engineering (ISSRE 1999), West Palm Beach, Florida, November 1999, pp. 62-72.
    Paper [SE]

  312. “Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency,” C.-Y. Huang, S.-Y. Kuo, and M.R. Lyu, in Proceedings 23rd Annual International Computer Software and Applications Conference (COMPSAC 1999), Phoenix, Arizona, October 1999, pp. 468-473.
    Paper [SE]

  313. “The Mobile Code Paradigm and Its Security Issues,” H.W. Chan and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB 1999), Hong Kong, September 1999, also appears in World Wide Web: Technologies and Applications for the New Millennium, G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 353-357.
    Paper Presentation [SE]

  314. “A Web-Based Customized Virtual Learning Environment,” K.P. Ma and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB 1999), Hong Kong, September 1999; also appears in World Wide Web: Technologies and Applications for the New Millennium , G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 37-43.
    Paper [DS]

  315. “Software Fault Tolerance in a Clustered Architecture: Techniques and Reliability Modeling,” M.R. Lyu and V.B. Mendiratta, in Proceedings 1999 IEEE Aerospace Conference, Snowmass, Colorado, March 6-13, 1999, pp. 141 -150 vol.5.
    Paper [SE]




    —-1998—-
  316. “Web-Based Education Techniques: Workflow, Collaboration, and Quality of Service,” M.R. Lyu, Y.S. Moon, W.K. Kan, and M.A. Vouk, in Proceedings 1998 Conference on Quality in Teaching and Learning in Higher Education,Hong Kong, December 10-12, 1998, pp. 245-252.
    Paper [DS]

  317. “Web-CASRE: A Web-Based Tool for Software Reliability Modeling,” M.R. Lyu and Jurgen Schonwalder,in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE 1998) Industry Track, Paderborn, Germany, November 4-7, 1998, pp. 151-160.
    Paper [DS]

  318. “Software Reliability Analysis Incorporating Fault Detection and Debugging Activities,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE 1998),Paderborn, Germany, November 4-7, 1998, pp. 202-211.
    Paper [SE]

  319. “Reliability Simulation of Component-Based Software Systems,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE 1998), Paderborn, Germany, November 4-7, 1998, pp. 192-201. This paper receives the ISSRE'98 Best Paper Award.
    Paper [SE]

  320. “Issues in the Next Generation of Dependability Standards,” N. Schneidewind, J-C. Laprie, A. Nikora, M.R. Lyu, J. Musa and W.Everett, in Proceedings Ninth International Symposium on Software Reliability Engineering (ISSRE 1998),Paderborn, Germany, November 4-7, 1998, pp. 101-104.
    Paper [SE]

  321. “Dependable Computing Systems Keynote Speech: Design, Testing,and Evaluation Techniques for Software Reliability Engineering,” M.R. Lyu, in Proceedings 24th Euromicro Conference, Vasteras, Sweden, August 25-27, 1998, pp. xxxix-xlvi.
    Paper [SE]

  322. “A Summary of QoS Support in SWAN,” T. Chen, P.Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings 6th IEEE/IFIP International Workshop on Quality of Service (IWQoS 1998), Napa, California, May 18-20, 1998, pp. 272-274.
    Paper [DS]

  323. “A Phase-Based Approach to Integrate Reliable Software,” in Proceedings 1998 Quality Week, San Francisco, California, May 1998. [SE]

  324. “Bringing Software Tools to the Web - Architecture Issues and Porting Experience,” M.R. Lyu and J. Schoenwaelder,in Proceedings International Symposium on Internet Technologies, Taipei, Taiwan, April 1998, pp. 136-141.
    Paper [SE]

  325. “An Integrated Approach to Achieving High Software Reliability,” M.R. Lyu, in Proceedings 1998 IEEE Aerospace Conference, Snowmass at Aspen, Colorado, March 21-28, 1998, vol. 4, pp. 123-136.
    Paper [SE]

  326. “Model Validation Using Simulated Data,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in Proceedings 1998 IEEE Workshop on Application-Specific Software Engineering and Technology (ASSET 1998),Dallas, Texas, March 1998, pp. 22-27.
    Paper [SE]




    —-1997—-
  327. “Reliability Simulation for Fault-Tolerant Software and System,” S.S. Gokhale, M.R. Lyu, and K.S. Trivedi, in PRFTS 1997, Taipei, Taiwan, December 1997.
    Paper [SE]

  328. “Optimization of Reliability Allocation and Testing Schedule for Software Systems,” M.R. Lyu, S. Rangarajan, and A.P.A. van Moorsel, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1997), Albuquerque, New Mexico, November 2-5, 1997, pp. 336-346.
    Paper [SE]

  329. “A VC-based API for Renegotiable QoS in Wireless ATM Networks,” T. Chen, P.Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings IEEE International Conference on Universal Personal Communications (ICUPC 1997),San Diego, California, October 1997, pp. 119-123.
    Paper [DS]

  330. “Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software,” M.Chen, M.R. Lyu, and E. Wong, in Proceedings 16th IEEE Symposium on Reliable Distributed Systems, Durham, North Carolina, October 1997, pp. 45-52.
    Paper [SE]

  331. “Renegotiable Quality of Service - A New Scheme for Fault Tolerance in Wireless Networks,” T. Chen, P. Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings IEEE FTCS-27, Seattle, Washington, June 25-27, 1997, pp. 21-30.
    Paper [DS]

  332. “Effect of Repair Policies on Software Reliability,” S.S. Gokhale, P.N. Marinos, K.S. Trivedi, and M.R. Lyu, in Proceedings IEEE COMPASS 1997, Gaithersburg, Maryland, June 18-19, 1997, pp. 105-116.
    Paper [SE]

  333. “Software Reliability Engineering Techniques: Modeling, Implementation, Analysis,” M.R. Lyu, in Proceedings IAPD Workshop on Managing Issues of Reliability in New Product Development, Edison, New Jersey, June 9-10, 1997. [SE]

  334. “Simulation Techniques for Software Reliability Engineering Incorporating Software Architecture,” S. Gokhale, M.R. Lyu, and K. S. Trivedi, in Proceedings IEEE Software Reliability Engineering Workshop, Middletown, New Jersey, June 3-4, 1997. [SE]

  335. “On Building Reliable Software Systems: An Integrated Approach,” M.R. Lyu, in Proceedings Third International Conference on Reliability, Quality & Safety of Software-Intensive Systems, D. Gritzalis and T. Anderson (eds.), Athens, Greece, June 1997, pp. 194-234. [SE]

  336. “Regression Tree Modeling for the Prediction of Software Quality,” S.S. Gokhale and M.R. Lyu, in Proceedings 3rd ISSAT International Conference on Reliability and Quality in Design, Anaheim, California, March 1997, pp. 31-36.
    Paper [SE]

  337. “Diversity in the Software Development Process,” V.Hilford, M.R. Lyu, B. Cukic, A. Jamoussi, and F.B. Bastani, in Proceedings IEEE WORDS 1997, Newport Beach, California, February 1997, pp. 129-136.
    Paper [SE]




    —-1996—-
  338. “Quality of Service Guarantees in a Wireless Network,” T. Chen, P.Krzyzanowski, M.R. Lyu, C. Sreenan, and J. Trotter,in Proceedings Lucent Technologies Wireless Workshop, November 11-12, 1996.
    [DS]

  339. “An Empirical Study of the Correlation between Code Coverage and Reliability Estimation,” M.Chen, M.R. Lyu, and E. Wong, Proceedings IEEE METRICS 1996, Berlin, Germany, March 1996, pp. 133-141.
    Paper [SE]




    —-1995—-
  340. “Reliability of Safety-Critical Systems,” N.Schneidewind, F.Bastani, and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1995),Toulouse, France, October 1995, pp. 264-267.
    [SE]

  341. “An Experiment in Determining Software Reliability Model Applicability,” A.P.Nikora and M.R. Lyu, Proceedings IEEE ISSRE 1995,Toulouse, France, October 1995, pp. 304-313.
    Paper [SE]

  342. “Software Reliability Study in a Large-Scale Telecommunications Software System,” D. Carman, A. Dolinsky, M.R. Lyu, and J. Yu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1995),Toulouse, France, October 1995, pp. 350-359.
    [SE]

  343. “ARMOR: Analyzer for Reducing Module Operational Risk,” M.R. Lyu, J.S. Yu, E. Keramidas, and S.R. Dalal, Proceedings IEEE FTCS-25, Pasadena, California, June 27-30, 1995, pp. 137-142.
    Paper [SE]




    —-1994—-
  344. “A Generalized Software Reliability Process Simulation Technique and Tool,” R.Tausworthe and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1994), Monterey, California, November 6-9, 1994, pp. 264-273.
    Paper [SE]

  345. “Software Reliability:To Use or Not To Use?” M.R. Lyu, F.Buckley, R.Tausworthe, T.Keller,and J. Musa, in Proceedings IEEE ISSRE 1994,Monterey, California, November 6-9, 1994, pp. 66-73.
    Paper [SE]




    —-1993—-
  346. “System Reliability Analysis of an N-Version Programming Application,” J.B. Dugan and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1993), Denver, Colorado, November 3-6, 1993, pp. 103-111.
    Paper [SE]

  347. “A Coverage Analysis Tool for the Effectiveness of Software Testing,” M.R. Lyu, J.R. Horgan, and S. London, selected as best paper in Proceedings IEEE ISSRE 1993, Denver, Colorado, November 3-6, 1993, pp. 25-34.
    Paper [SE]

  348. “A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement,” M.R. Lyu, A. Nikora, and W.Farr,in Proceedings IEEE FTCS-23,Toulouse, France, June 22-24, 1993, pp. 648-653.
    Paper [SE]




    —-1992—-
  349. “Assuring Design Diversity in N-Version Software: A Design Paradigm for N-Version Programming,” M.R. Lyu and A. Avizienis, in Fault-Tolerant Software Systems: Techniques and Applications, H. Pham (ed.), IEEE Computer Society Press Technology Series, October 1992, pp. 45-54; also in Proceedings 2nd IEEE International Working Conference on Dependable Computing for Critical Applications, Tucson, Arizona, February 18-20, 1991, pp. 89-98.
    Paper [SE]

  350. “Making Better Software Reliability Estimations by A Practical Tool,” M.R. Lyu, A. Nikora and W.Farr, Proceedings 2nd Bellcore/Purdue Software Reliability Workshop, October 12-13, 1992, Livingston, New Jersey, pp 11-27.
    [SE]

  351. “Reliability and Maintainability Related Software Coupling Metrics in C++ Programs,” C. Rajaraman and M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1992), Research Triangle Park, North Carolina, October 8-10, 1992, pp. 303-311.
    Paper [SE]

  352. “Software Reliability Measurements in N-Version Software Execution Environment,” M.R. Lyu, in Proceedings 3rd IEEE International Symposium on Software Reliability Engineering (ISSRE 1992),Research Triangle Park, North Carolina, October 8-10, 1992, pp. 254-263.
    Paper [SE]

  353. “Software Diversity Metrics and Measurements,” M.R. Lyu, J. Chen and A. Avizienis, in Proceedings IEEE COMPSAC-92,Chicago, Illinois, September 1992, pp. 69-78.
    Paper [SE]

  354. “Some Coupling Measures for C++ Programs,” C. Rajaraman and M.R. Lyu, in Proceedings TOOLS USA 92 Conference, Santa Barbara, California, August 1992, pp. 225-234.
    Paper [SE]

  355. “CASRE - A Computer-Aided Software Reliability Estimation Tool,” M.R. Lyu and A. Nikora, in Proceedings 1992 IEEE Computer-Aided Software Engineering Workshop, Montreal, Canada, July 1992, pp. 264-275.
    Paper [SE]

  356. “A Linear Combination Software Reliability Modeling Tool with a Graphically-Oriented User Interface,” A. Nikora, M.R. Lyu, and T. Antczak, in Proceedings IEEE Symposium on Assessment of Quality Software Development Tools, New Orleans, Louisiana, May 27-29, 1992, pp. 21-31.
    Paper [SE]




    —-1991—-
  357. “On the Development of Highly Reliable Software for Critical Applications,” M.R. Lyu, in Proceedings Pacific Northwest Software Quality Conference, Portland, Oregon, October 7-8, 1991.
    [SE]

  358. “Software Reliability Measurements through Combination Models: Approaches, Results, and a CASE Tool,” M.R. Lyu and A. Nikora, in Proceedings IEEE COMPSAC-91, Tokyo, Japan, September 11-13, 1991, pp. 577-584.
    Paper [SE]

  359. “A Heuristic Approach for Software Reliability Prediction: The Equally-Weighted Linear Combination Model,” M.R. Lyu and A. Nikora, in Proceedings 1991 IEEE International Symposium on Software Reliability Engineering, Austin, Texas, May 17-18, 1991, pp. 172-181.
    Paper [SE]

  360. “Panel: Research and Development Issues in Software Reliability Engineering,” M.R. Lyu, H. Hecht, H. Kopetz, D.Miller, J.Musa, M. Ohba and D. Siefert, in Proceedings 1991 IEEE International Symposium on Software Reliability Engineering, Austin, Texas, May 17-18, 1991, pp. 80-87.
    Paper [SE]

  361. “PANEL: Research and Development Issues in Software Reliability Engineering,” M.R. Lyu, in SIGSOFT Softw. Eng. Notes, New York, USA, April 1991, pp. 23-30.
    Paper [SE]

  362. “Measuring Reliability of Embedded Software: An Empirical Study with JPL Project Data,” M.R. Lyu, in Proceedings International Conference on Probabilistic Safety Assessment and Management ,Beverly Hills, California, February 4-7, 1991, pp. 493-500.
    [SE]




    —-1990 and before—-
  363. “On The Effectiveness of Multiversion Software in Digital Avionics,” A. Avizienis and M.R. Lyu, in Proceedings the AIAA/IEEE 8th Digital Avionics Systems Conference, San Jose, California, October 1988.
    [SE]

  364. “In Search of Effective Diversity: A Six-Language Study of Fault-Tolerant Flight Control Software,” A. Avizienis, M.R. Lyu, and W.Schuetz, in Proceedings the IEEE Eighteenth Annual International Symposium on Fault-Tolerant Computing (FTCS-18),Tokyo, Japan, June 1988, pp. 15-22.
    Paper [SE]

  365. “Design and Evaluation of Fault-Tolerant Multi-Version Software,” A. Avizienis and M.R. Lyu, in Annual National Joint Conference on Software Quality and Reliability, Arlington, Virginia, March 1988.
    [SE]

  366. “Multi-Version Software Development,” J.P.J. Kelly, A. Avizienis, B.T. Ulery, B.J. Swain, M.R. Lyu, A.T.Tai, and K.S. Tso, in Proceedings IFAC Workshop SAFECOMP'86,Sarlat, France, October 1986, pp. 43-49.
    [SE]

  367. “Software Fault-Tolerance by Design Diversity; DEDIX: A Tool for Experiments,” A. Avizienis, P. Gunningberg, J.P.J. Kelly, M.R. Lyu, L. Strigini, P.J. Traverse, K.S. Tso, and U. Voges, in Proceedings IFAC Workshop SAFECOMP'85,Como, Italy, October 1985, pp. 173-178.
    [SE]



Other Publications and Invited Lectures

  1. “N-version Obfuscation”, invited talk, ACM Cyber-Physical System Security Workshop, Xi’an, May 30, 2016. (50 attendees)
  2. “Big Data Applications and Analytics,” Distinguished seminar at College of Health Science and Technology, National Central University, May 24, 2016. (100 attendees)
  3. “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).
  4. “Emerging Big Data Analytics in Service Computing,” invited seminar talk at Leeds University, May 18 2015 (40 attendees).
  5. “Big Data Analytics: Meeting the 4V Challenges,” invited seminar talk at Tsinghua University, January 16, 2015 (60 attendees).
  6. “User-Collaborative Service Reliability Prediction with Data Analytics,” invited seminar talk at Beijing University, January 15 2015 (100 attendees).
  7. “Emerging Big Data Analytics in Software Reliability Engineering,” invited talk, Big Data Workshop, April 22 2014 (40 attendees).
  8. “From Software Reliability Engineering to Service Reliability Engineering,” invited seminar talk at University of Illinois, Urbana-Champaign, October 10, 2013 (50 attendees).
  9. “Online Learning for Big Data Analytics,” tutorial presentation at IEEE Big Data Conference, Santa Clara, October 2013 (50 attendees).
  10. “Intelligent Big Data Analytics,” invited talk to National Taiwan University, August 27 2013 (40 attendees).
  11. “An Emerging IT Era: When Cloud Computing Greets Big Data,” invited talk to Zhejiang University, July 9 2013 (50 attendees).
  12. “Service-generated Big Data and Data-as-a-Service: An Overview,” invited talk to Xiangshan Forum, Beijing, June 4 2013 (80 attendees).
  13. “How to Do High Quality Research and Write Acceptable Papers?” invited talk to Zhejiang University, July 2012 (20 attendees).
  14. “QoS Management of Service Computing and Cloud Computing,” invited talk to Zhejiang University, July 2012 (50 attendees).
  15. “A Roadmap to Trustworthy Service Computing,” invited talk to National University of Defence, July 2012 (70 attendees.)
  16. “Distributed Systems,” Summer School, Changsha, July 2012 (80 attendees).
  17. “Software Reliability Engineering in Emerging Distributed Systems,” invited talk to Beijing University of Posts and Telecommunications, July 2012 (30 attendees.)
  18. “Software Reliability Engineering in Cloud Computing,” invited talk to Beijing University, July 2012 (20 attendees.)
  19. “Enabling Techniques for Client-Cloud Computing (C3),” ICVE 2012 panel, April 2012 (70 attendees.)
  20. “Locating Software Faults in Wireless Sensor Networks via Data Mining and Visualization,” invited seminar talk to Georgia Tech, January 2012 (30 attendees.)
  21. “Learning Techniques in Social and Location-Based Service Recommendation,” invited keynote talk at MLBS 2011 Workshop, Beijing, China, September 2011 (60 attendees.)
  22. “Application and Development of Software Reliability Engineering Techniques in Emerging Software Systems,” invited talk to Harbin Institute of Technology, November 2011 (30 attendees.)
  23. “Recent Progress and Trends in Software Reliability Engineering Techniques,” invited talk to Huawei Testing Conference, October 28, 2010 (150 attendees).
  24. “Recent Trends in Software Reliability Engineering,” invited seminar talk to Hiroshima University, August 4, 2010 (70 attendees).
  25. “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).
  26. “M4 - A Hybrid Learning Model,” invited talk to Google China, Beijing, August 9, 2006 (30 attendees).
  27. “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).
  28. “The Elements of Software Reliability Engineering,” invited talk to National University of Defense Technology, Changsha, China, December 14 2005 (100 attendees).
  29. “Global, Local and Hybrid Learning,” invited plenary talk to the International Conference on Intelligent Computing (ICIC'2005), August 23 2005, Hefei, China (400 attendees).
  30. “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).
  31. “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).
  32. “Content-Based Video Processing and Searching Techniques,” invited seminar talk to CS department, National Tsing-Hua University, May 7 2004 (90 attendees).
  33. “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).
  34. “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).
  35. “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.)
  36. “Software Reliability Engineering,” a short course to Sun Microsystems, Palo Alto, California, June 2001 (30 attendees.)
  37. “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).
  38. “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).
  39. “Software Quality Assurance Schemes: The Best Current Practice in Industry” invited presentation at Open Component Expo 2000, Hong Kong, August 24 2000 (150 attendees).
  40. “The Advancement of Internet and E-Commerce,” Asia TV interview, December 11 1999 (broadcast at 6pm in Chinese).
  41. “Evolution of Distributed Systems,” panel presentation at 1999 Asia-Pacific Software Engineering Conference (APSEC'99), Takamatsu, Japan, December 9 1999 (200 attendees).
  42. “The Applications and Advancement of Internet,” invited presentation in Trends for Business Operation in Digital Era Workshop, Hong Kong, November 24 1999. (250 attendees)
  43. “Wireless LAN: Technologies, Applications, Experience,” invited presentation to WaveLAN IEEE Turbo 11 Mb Roadshow, Hong Kong, November 18 1999. (150 attendees)
  44. “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).
  45. “Multimedia Web-based Education: Techniques and an MWPS Tool,” invited presentation to Geography Department, CUHK, September 23 1999 (40 attendees).
  46. “Expert's Report on Software Reliability Techniques,” Nuclear Regulatory Commission Software Reliability Workshop, Rockville, MD, August 16-17 1999. (60 attendees)
  47. “Multimedia Web-based Education Techniques and Tools,” Shaw Link Luncheon Talk, Chinese University of Hong Kong, April 20 1999. (40 attendees)
  48. “Internet2: the Next Generation Internet and Its Applications,” Tech World 99 Conference, Wan Chai, Hong Kong, March 24 1999. (50 attendees)
  49. “Digital Library Initiative,” CUHK Digital Library Open Ceremony, Chinese University of Hong Kong, March 19 1999. (80 attendees)
  50. “MWPS: A Multimedia Web Presentation System for Effective Teaching and Learning,” Teaching Cells at Chinese University of Hong Kong, February 26 1999. (40 attendees)
  51. “Thin-Client: the New Trend for Internet,” newspaper article, Min-Pou Newspaper, High Tech Weekly, December 9 1998 (In Chinese).
  52. “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)
  53. “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).
  54. “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)
  55. “Software Testing Coverage and Reliability Measurement,” invited talk at the Institute of Control Engineering, Beijing, China, August 20 1998. (50 attendees)
  56. “Current Techniques and Tools for Software Reliability Engineering,” tutorial, 1998 Quality Week, San Francisco, California, May 26 1998. (40 attendees)
  57. “Implementing Renegotiable Quality of Service Schemes in Wireless ATM Networks,” seminar talk to HKUST, Hong Kong, May 11 1998. (40 attendees)
  58. “A Phase-Based Paradigm to Software Reliability Engineering,” invited talk to the Academia Sinica, Taipei, Taiwan, May 4 1998. (20 attendees)
  59. “Automating the Software Reliability Engineering Process,” tutorial talk to National Cheng-Kung University, Tainan, Taiwan, May 1 1998.
  60. “On Building Reliable Telecommunications Software - An Integrated Paradigm,” invited seminar to Huawei Technology Company Ltd., April 23 1998, ShenZhen, China.
  61. “Software Reliability Engineering: Procedure and Practice,” invited class lecture to Center for Reliability Engineering, University of Maryland, November 20 1997.
  62. “Software Reliability Measurement: Models and Tools,” invited class lecture to Center for Reliability Engineering, University of Maryland, November 13 1997.
  63. “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.
  64. “Software Reliability Engineering Techniques: Modeling, Implementation, Analysis,” invited talk to International Association for Product Development Workshop, June 9-11 1997, Edison, New Jersey.
  65. “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.
  66. “Software Reliability Measurement Techniques and Tools,” 1997 Reliability Information Forum (RIF), April 29 - May 2 1997.
  67. “Effect of Repair on Testing Process,” Bell Labs. Technical Memo #962211-08, December 1996.
  68. “Renegotiable Quality of Service – A New Scheme for Fault Tolerance in Wireless Networks,” Bell Labs. Technical Memo #962211-06, December 1996.
  69. “Software Reliability and Fault Tolerance,” invited talk at the Lucent Denver Forum, Denver, Colorado, December 13 1996.
  70. “Software Reliability Engineering: Current Status and Emerging Techniques,” keynote talk at Conference on Performability in Computers, East Brunswick, NJ, July 25-26 1996.
  71. “An Overview of Software Reliability Engineering Technology,” keynote talk at SRE Workshop, Murray Hill, NJ, June 5-6, 1996.
  72. “CASRE: A Seamless Tool for Software Reliability Estimation,” Software Technology Day, May 9, 1996.
  73. “Software Reliability Techniques and Tools,” tutorials in the Sixth International Symposium on Software Reliability Engineering (ISSRE'95),Toulouse, France, November 1995.
  74. “A Building-Block Approach to Software Fault Tolerance,” invited seminar talk at Computer Science Department, University of Newcastle upon Tyne, October 20 1995.
  75. “DSC Mega Hub STP Software Characterization and Risk Analysis” Bellcore Technical Memo # 24926, August 1995.
  76. “Software Reliability Study for SOAC Project,” Bellcore Technical Memo, July 1995.
  77. “Industry Survey on Software Quality: What Are They Doing,” Bellcore Technical Memo, June 1995.
  78. “Software Reliability Techniques and Tools,” tutorials in the Fifth IEEE International Symposium on Software Reliability Engineering (ISSRE'94),Monterey, California, November 6 1994.
  79. “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.
  80. “Software Reliability Measurement Techniques,” invited class lecture to EECS Department, University of Illinois at Urbana-Champaign, April 11 1994.
  81. “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.
  82. “CASRE User's Manual,” Bellcore Technical Memo, TM-ARH-023805, December 1993.
  83. “Software Reliability Tools,” tutorials in the Fourth IEEE International Symposium on Software Reliability Engineering (ISSRE'93), Denver, Colorado, November 3 1993.
  84. “An Automated Software Reliability Measurement Tool,” presentation to Bell Atlantic Software Engineering group, Morristown, NJ, July 21 1993.
  85. “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.
  86. “CASRE - A Computer-Aided Software Reliability Estimation Tool,” presentation to Bellcore Testing Environment, June 2, 1993.
  87. “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.
  88. “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.
  89. “Current Techniques in Software Reliability Engineering,” invited seminar talk at CS Department, Duke University,March 29 1993.
  90. “An N-Version Programming Experiment,” in Proceedings of the Fault and Error Models for Computer Failures,West Palm Beach, FL, January 25-26 1993.
  91. “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.
  92. “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.
  93. “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.
  94. “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.
  95. “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.
  96. “Statistical Approaches for Software Reliability Measurement,” in Proceedings 8th Midwest-America Chinese Science & Technology Conference, St. Louis, Missouri, June 1991.
  97. “Reliable Software and Software Reliability,” invited seminar talk at George Washington University, April 10 1991.
  98. “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.
  99. “An Empirical Approach Toward Software Reliability Estimation and Prediction Techniques,” in Proceedings the 13th Minnowbrook Software Engineering Workshop, N.Y., July 1990.
  100. “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.
  101. “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.
  102. “Software Engineering and Measurement at the Jet Propulsion Laboratory,” invited presentation at Workshop on Software Reliability, Ottawa, Canada, May 1990.
  103. “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.
  104. “Reliability Issues of Very Large Scale Software,” invited presentation at Super-Conducting Super Collider Detector Workshop, Berkeley, California, July 1989.
  105. “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.
  106. “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.
  107. Summary of Proceedings of the Space Station Freedom Availability Workshop, co-authored with H. Brown, January 1989.
  108. “Software Reliability Activities at the Jet Propulsion Laboratory,” invited panel speech at IEEE COMPSAC 88, Chicago, Illinois, October 1988.

Research Grants and Awards (totally 47 million, 33 million as P.I.)

  1. 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.
  2. Co-Investigator, “Knowledge and Education Exchange Platform,” Focused Innovations Scheme, 2014-2017, HK$3,420,000.
  3. Principal Investigator, “Data-Oriented Reliability Prediction and Fault Tolerance in Services Computing,” Research Grants Council - General Research Fund, 2014-2017, HK$875,000.
  4. Principal Investigator, “Performance Monitoring & Reliability Enhancement with Log Data Analysis for Large Scale Distributed System,” Microsoft Research Asia Research Grant, 2016-2017, HK$155,000.
  5. Principal Investigator, “Service Quality Engineering via Modeling and Exploiting Platform-Generated Big Data,” Research Grants Council - General Research Fund, 2013-2016, HK$645,500.
  6. Principal Investigator, “WDM Network Evaluation and Analysis,” Huawei Technologies Research Grant, 2015-2016, HK$702,500.
  7. Principal Investigator, “Quality-Oriented Personalized Recommendation Theory and Algorithms in Services Computing,” RGC General Research Fund, 2013-2015, HK$656,400.
  8. Principal Investigator, “Interocular Distance Measurement and Axis Tracking Engine (IDMATE) for 3D Superimposition Perception,” Innovation and Technology Fund (ITF), 2012-2013, HK$999,350.
  9. Principal Investigator, “Towards Trustworthy Cloud Computing with Component-based Design, Online Evaluation, and Runtime Optimization Techniques,” NSFC/RGC Joint Research Scheme, 2012-2014, HK$1,011,425.
  10. Principal Investigator, “Aggregating Spatial-Temporal-Relational Information for Personalized Location-Based Service Recommendation,”Google Mobile 2014 Focused Grant Project, 2011-2012, US$50,000.
  11. Principal Investigator, “On the Development of Reliable Cloud Computing: A Framework, Techniques, and Experimentation,” RGC General Research Fund, 2011-2014, HK$1,060,875.
  12. Principal Investigator, “Core Technology for Multimedia Signal Processing and Productization for Converged 3G Network, Index & Retrieval,” Guangdong-Hong Kong Joint Scheme, Innovation and Technology Fund (ITF), 2010-2012, HK$5,458,636.
  13. Principal Investigator, “Mining User Travel Paths For Personalized Point-of-Interest Recommendation,” Google Mobile 2014 Focused Grant Project, 2010-2011, US$70,000.
  14. Principal Investigator, “Spatial and Appearance Correlation of Multi-view Surveillance Videos for In-Store Customer Trace Discovery and Pro-Active Selling,” Innovation and Technology Fund (ITF), 2010-2011, HK$996,176.
  15. Principal Investigator, “Service Reliability Engineering: Building Predictably Reliable Service-Oriented Systems,” RGC General Research Fund, 2010-2013, HK$690,000.
  16. Principal Investigator, “A Distributed Evaluation and Selection Paradigm for Fault Tolerant Web Services,” RGC General Research Fund, 2009-2012, HK$759,000.
  17. Principal Investigator, “Visible and Infrared Video Integrated Marking for Augmented Gesture Extraction (VIVid IMAGE) in Digital Entertainment,” ITSP - Information Technology, 2009-2010, HK$999,660.
  18. Principal Investigator, “A Collaborative Machine Learning Framework for Multimedia Information Retrieval,” Microsoft Research Asia Research Grant, 2009-2010, HK$98,000.
  19. Principal Investigator, “Video Capture and View Construction for Volume Computing in Digital Entertainment (VC3),” Innovation and Technology Fund (ITF), 9/2008-6/2009, HK$995,900.
  20. Principal Investigator, “Software Reliability Engineering with Machine Learning Techniques,” RGC Earmarked Grant, 2008-2010, HK$338,293.
  21. Principal Investigator, “Video Processing Toolkit for Visual Perception Technology (VPT2) in Computer Games,” Innovation and Technology Fund (ITF), 9/2007-7/2008, HK$998,315.
  22. Co-Investigator, “Aspect-Oriented Traceability via Lexical, Syntactic, Semantic and Variability Analysis,” RGC Earmarked Grant, 2007-2009, HK$638,400.
  23. Principal Investigator, “A Universal Plug and Play (UPnP) Service Architecture and Integration Research Center,” Internal Research Grant, 2007-2009, HK$290,000.
  24. Principal Investigator, “Software Reliability Modeling Incorporating Testing Time and Coverage Measurements,” RGC Earmarked Grant, 2007-2010, HK$532,800.
  25. Principal Investigator, “Enabling Face-to-Face Entertainment Computing Technology (EFFECT),” Innovation and Technology Fund (ITF), 9/2006-7/2007, HK$999,925.
  26. Co-Investigator, “Mobile Technologies Centre (MobiTeC),” HK$300,000.
  27. Principal Investigator, “An Automatic Multi-layer Video Content Classification Framework,” Shun Hing Institute of Advanced Engineering Research Grant, 2005-2006, HK$892,000.
  28. Principal Investigator, “A Design Paradigm for Fault-Tolerant Wireless Distributed Software Systems,” RGC Earmarked Grant, 2004-2006, HK$360,734.
  29. Principal Investigator, “Augmented Reality Computing Arena for Digital Entertainment (ARCADE),” Innovation and Technology Fund (ITF), 2004-2006, HK$3,896K.
  30. Principal Investigator, “Reliable Automatic Multi-Layer Video Content Classification Based on Syntactic and Semantic Features,” RGC Earmarked Grant, 2003-2005, HK$377,149.
  31. Inventor, “Video2MMS,” a technology to automatically convert news contents to MMS messages, current awarded license fees HK$80K.
  32. Advisor for the winning team of the Best .NET Application of the Year Award in Hong Kong Microsoft Web Service Xcellence Competition, 2002; Awarded HK$50K research grant.
  33. Principal Investigator, “Design Diversity by Component-Based Software Development,” RGC Earmarked Grant, 2002-2004, HK$413,404.
  34. Principal Investigator, “Engineering Distributed Objects for Reliability and Interoperability,” RGC Earmarked Grant, 2001-2003, HK$387,248.
  35. Principal Investigator, “Dependability and Security Paradigms for Mobile Agent Systems,” RGC Earmarked Grant, 2000-2003, HK$437,817.
  36. Principal Investigator, “A Multilingual Digital Video Content Hub,” Innovation and Technology Fund (ITF), 2000-2003, HK$5,980K. (The largest single-project funding in the CSE department history when funded.)
  37. Principal Investigator, “The Effect of Diversity in Large-Scale Distributed Systems,” UK/Hong Kong Joint Research Scheme 2000, L5992 (HK$73112).
  38. Principal Investigator, “Architecture-Based Techniques and Tools for Software Reliability Engineering,” France/Hong Kong Joint Research Scheme, 2000-2001, HK$31K and FF20700.
  39. Principal Investigator, “Architecture-Based Software Reliability Engineering Techniques,” RGC Earmarked Grant, 1999-2001, HK$405K.
  40. Co-Principal Investigator, “OCF – Open Component Foundation,” Industrial Support Fund, 1999-2003, HK$7,079K.
  41. Principal Investigator, “Architecture-Based Techniques and Tools for Software Reliability Engineering,” France/Hong Kong Joint Research Scheme, 1999-2000, HK$30K and FF20700.
  42. Co-Principal Investigator, “A Pilot Scheme on Q-Mark Software for Hong Kong Education,” Quality Education Fund, 1998-1999, HK$1,400K.
  43. Direct Grant, “Structured-Based Software Reliability Modeling Techniques,” CUHK/UGC, 1998-1999, HK$80,000.
  44. Direct Grant, “A Phase-Based Approach for Software Reliability Engineering,” CUHK/UGC, 1997 -1998, 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
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. KANG Yu
  2. ZHANG Hongyi
  3. ZHAO Shenglin
  4. HE Pinjia
  5. CHEN Xixian
  6. XU Hui
  7. SU Yuxin
  8. Gao Cuiyun
  9. Xiaotian Yu
  10. Jian Li
  11. Jichuan Zeng

 

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”

2016 Ph.D. graduate:

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

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

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”

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”