Post-Doc Fellows

Current Fellows

Dr. REN, Xiaoxue (任曉雪)

Journal Paper

Conference Paper

Previous Fellows

Dr. SU, Yuxin (蘇玉鑫)

Journal Paper

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

Conference Paper

  1. “Software Reliability Engineering for Resilient Cloud Operations,” Michael R. Lyu, Yuxin Su, in Proceedings of the 18th International Conference on Service-Oriented Computing - Workshops (ICSOC-W2020), pp. 264-268, Dubai, United Arab Emirates, December 14 - December 17.
    Paper [SE]

  2. “Boosting the Transferability of Adversarial Samples via Attention,” Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai, in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020), pp. 1158-1167, Seattle, USA, June 13 - June 19, 2020.
    Paper [MM]

  3. “Towards Global Explanations of Convolutional Neural Networks With Concept Attribution,” Weibin Wu, Yuxin Su, Xixian Chen, Shenglin Zhao, Irwin King, Michael R. Lyu, Yu-Wing Tai, in Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR2020), pp. 8649-8658, Seattle, USA, June 13 - June 19, 2020.
    CVPR 2020 Oral Presentation
    Paper [MM]

  4. “Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators,” Yuxin Su, Shenglin Zhao, Xixian Chen, Irwin King, Michael R. Lyu, in Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI2019), pp. 3483-3489, Macao, China, August 10 - August 16, 2019.
    Paper [ML]

  5. “Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization,” Yuxin Su, Michael R. Lyu, Irwin King, in Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM2018), pp. 1463-1472, Torino, Italy, October 22 - October 26, 2018.
    Paper [ML]

  6. “Learning to Rank Using Localized Geometric Mean Metrics,” Yuxin Su, Irwin King, Michael R. Lyu, in Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR2017), pp. 45-54, Tokyo, Japan, August 7 - August 11, 2017.
    Paper [ML]

  7. “Distributed Information-Theoretic Metric Learning in Apache Spark,” Yuxin Su, Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2016 IEEE International Joint Conference on Neural Networks (IJCNN2016), pp. 3306-3313, Vancouver, Canada, July 24 - July 29, 2016.
    Paper [ML]

Dr. YANG, Hai qin (楊海欽)

Journal Paper

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

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

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

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

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

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

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

Conference Paper

  1. “Non-Monotonic Feature Selection for Regression,” Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu, in Proceedings of the 21st International Conference on Neural Information Processing (ICONIP2014), pp. 44-51, Kuching, Malaysia, November 3 - November 6, 2014.
    Paper [ML]

  2. “Online Imbalanced Learning with Kernels,” Haiqin Yang, Junjie Hu, Michael R. Lyu, Irwin King, in Proceedings of the 27th Conference on Neural Information Processing Systems Workshop on Big Learning: Advances in Algorithms and Data Management (NIPS:Big Learning2013), pp. 5-10, Lake Tahoe, USA, December 5 - December 8, 2013.
    Paper [ML]

  3. “Can Irrelevant Data Help Semi-Supervised Learning, Why and How?,” Haiqin Yang, Shenghuo Zhu, Irwin King, Michael R. Lyu, in Proceedings of the 20th ACM Conference on Information and Knowledge Management (CIKM2011), pp. 937-946, Glasgow, United Kingdom, October 24 - October 28, 2011.
    Paper [ML]

  4. “Online Learning for Multi-Task Feature Selection,” Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 19th ACM Conference on Information and Knowledge Management (CIKM2010), pp. 1693-1696, Toronto, Canada, October 26 - October 30, 2010.
    Paper [ML]

  5. “Multi-Task Learning for One-Class Classification,” Haiqin Yang, Irwin King, Michael R. Lyu, in Proceedings of the 2010 IEEE International Joint Conference on Neural Networks (IJCNN2010), pp. 1-8, Barcelona, Spain, July 18 - July 23, 2010.
    Paper [ML]

  6. “Online Learning for Group Lasso,” Haiqin Yang, Zenglin Xu, Irwin King, Michael R. Lyu, in Proceedings of the 27th International Conference on Machine Learning (ICML2010), pp. 1191-1198, Haifa, Israel, June 21 - June 24, 2010.
    Paper [ML]

  7. “Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel,” Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu, in Proceedings of the 2008 IEEE International Joint Conference on Neural Networks (IJCNN2008), pp. 4014-4019, Hong Kong, China, June 1 - June 6, 2008.
    Paper [ML]

  8. “Outliers Treatment in Support Vector Regression for Financial Time Series Prediction,” Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King, Michael R. Lyu, in Proceedings of the 11th International Conference on Neural Information Processing (ICONIP2004), pp. 1260-1265, Calcutta, India, November 22 - November 25, 2004.
    Paper [ML]

Dr. ZHENG, Zibin Ben (鄭子彬)

Journal Paper

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

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

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

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

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

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

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

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

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

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

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

Conference Paper

  1. “Service-Generated Big Data and Big Data-as-a-Service: An Overview,” Zibin Zheng, Jieming Zhu, Michael R. Lyu, in Proceedings of the 2013 IEEE International Congress on Big Data (BigData Congress2013), pp. 403-410, Santa Clara, USA, June 27 - July 2, 2013.
    Paper [ML]

  2. “FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications,” Zibin Zheng, Tom Chao Zhou, Michael R. Lyu, Irwin King, in Proceedings of the 21st IEEE International Symposium on Software Reliability Engineering (ISSRE2010), pp. 398-407, San Jose, USA, November 1 - November 4, 2010.
    Paper [SE]

  3. “CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing,” Zibin Zheng, Yilei Zhang, Michael R. Lyu, in Proceedings of the 29th Symposium on Reliable Distributed Systems (SRDS2010), pp. 184-193, New Delhi, India, October 31 - November 3, 2010.
    Paper [DS]

  4. “Distributed QoS Evaluation for Real-World Web Services,” Zibin Zheng, Yilei Zhang, Michael R. Lyu, in Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010), pp. 83-90, Miami, USA, July 5 - July 10, 2010.
    ICWS 2010 Best Student Paper Award
    Paper [DS]

  5. “Collaborative Reliability Prediction of Service-Oriented Systems,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering (ICSE2010), pp. 35-44, Cape Town, South Africa, May 1 - May 8, 2010.
    ACM SIGSOFT Distinguished Paper Award
    Paper [SE]

  6. “Component Recommendation for Cloud Applications,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering: The 2nd International Workshop on Recommendation Systems for Software Engineering (ICSE:RSSE2010), pp. 48-49, Cape Town, South Africa, May 4, 2010.
    Paper [SE]

  7. “WSRec: A Collaborative Filtering Based Web Service Recommender System,” Zibin Zheng, Hao Ma, Michael R. Lyu, Irwin King, in Proceedings of the 7th IEEE International Conference on Web Services (ICWS2009), pp. 437-444, Los Angeles, USA, July 6 - July 10, 2009.
    Best Paper Award Nomination, Invited for Journal Publication
    Paper [DS]

  8. “A QoS-Aware Fault Tolerant Middleware for Dependable Service Composition,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2009), pp. 239-248, Lisbon, Portugal, June 29 - July 2, 2009.
    Paper [SE]

  9. “A Runtime Dependability Evaluation Framework for Fault Tolerant Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 39th IEEE/IFIP International Conference on Dependable Systems & Networks: the 1st Workshop on Proactive Failure Avoidance, Recovery and Maintenance (DSNW:PFARM2009), pp. 9-14, Lisbon, Portugal, June 29 - July 2, 2009.
    Paper [SE]

  10. “A QoS-Aware Middleware for Fault Tolerant Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 19th IEEE International Symposium on Software Reliability Engineering (ISSRE2008), pp. 97-106, Seattle, USA, November 11 - November 14, 2008.
    Best Papers for Journal Publication
    Paper [SE]

  11. “A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 6th IEEE International Conference on Web Services (ICWS2008), pp. 145-152, Beijing, China, September 23 - September 26, 2008.
    Best Paper Award Nomination, Invited for Journal Publication
    Paper [DS]

  12. “WS-DREAM: A Distributed Reliability Assessment Mechanism for Web Services,” Zibin Zheng, Michael R. Lyu, in Proceedings of the 38th IEEE/IFIP International Conference on Dependable Systems and Networks (DSN2008), pp. 392-397, Anchorage, USA, June 24 - June 27, 2008.
    Paper [SE]

Dr. ZHOU, Yang Fan (周揚帆)

Journal Paper

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

Conference Paper

  1. “Online Protocol Verification in Wireless Sensor Networks via Non-Intrusive Behavior Profiling,” Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 7th International Conference on Wireless Algorithms, Systems, and Applications (WASA2012), pp. 100-111, Yellow Mountains, China, August 8 - August 10, 2012.
    Paper [DS]

  2. “Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining,” Yangfan Zhou, Xinyu Chen, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 30th International Conference on Distributed Computing Systems Workshops (ICDCS2010), pp. 784-794, Genova, Italy, June 21 - June 25, 2010.
    Paper [DS]

  3. “Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009), pp. 50-59, Macao, China, October 12 - October 15, 2009.
    Paper [DS]

  4. “Energy-Efficient On-Demand Active Contour Service for Sensor Networks,” Yangfan Zhou, Junjie Xiong, Michael R. Lyu, Jiangchuan Liu, Kam-Wing Ng, in Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems (MASS2009), pp. 383-392, Macao, China, October 12 - October 15, 2009.
    Paper [DS]

  5. “On Sensor Network Reconfiguration for Downtime-Free System Migrations,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness (QSHINE2008), Hong Kong, China, July 28 - July 31, 2008.
    Paper [DS]

  6. “An Index-Based Sensor-Grouping Mechanism for Efficient Field-Coverage Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2008 IEEE International Conference on Communications (ICC2008), pp. 2409-2415, Beijing, China, May 19 - May 23, 2008.
    Paper [DS]

  7. “An Energy-Efficient Mechanism for Self-Monitoring Sensor Web,” Yangfan Zhou, Michael R. Lyu, in Proceedings of the 2007 IEEE Aerospace Conference (Aerospace2007), pp. 1-8, Big Sky, Montana, USA, March 3 - March 10, 2007.
    Paper [DS]

  8. “POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks,” Yangfan Zhou, Edith C. H. Ngai, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the 2007 IEEE Wireless Communications and Networking Conference (WCNC2007), pp. 3736-3740, Hong Kong, China, March 11 - March 15, 2007.
    Paper [DS]

  9. “A Point-Distribution Index and Its Application to Sensor-Grouping in Wireless Sensor Networks,” Yangfan Zhou, Haixuan Yang, Michael R. Lyu, Edith C. H. Ngai, in Proceedings of the 2nd International Conference on Wireless Communications and Mobile Computing (IWCMC2006), pp. 1171-1176, Vancouver, Canada, July 3 - July 6, 2006.
    Paper [DS]

  10. “PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, in Proceedings of the 16th IEEE International Symposium on Software Reliability Engineering (ISSRE2005), pp. 117-126, Chicago, USA, November 8 - November 11, 2005.
    Paper [SE]

  11. “On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks,” Yangfan Zhou, Michael R. Lyu, Jiangchuan Liu, in Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems (MASS2005), Washington DC, USA, November 7 - November 10, 2005.
    Paper [DS]

Dr. WANG, Ning (王檸)

Journal Paper

  1. “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]

Conference Paper

  1. “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 2013 IEEE Aerospace Conference, Big Sky (Aerospace 2014), Montana, USA, March 1-8, 2014, pp. 1-10.
    Paper Presentation [ML]

  2. “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]

  3. “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]

Dr. CI Yiwei (慈軼為)

Journal Paper

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



Dr. CHEN, Xinyu (陳新宇)

Journal Paper

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

Conference Paper

  1. “Voronoi-Based Sleeping Configuration in Wireless Sensor Networks with Location Error,” Xinyu Chen, Michael R. Lyu, Ping Guo, in Proceedings of the IEEE International Conference on Networking, Sensing and Control (ICNSC2008), pp. 1459-1464, Hainan, China, April 6 - April 8, 2008.
    Paper [DS]

  2. “Message Queueing Analysis in Wireless Networks with Mobile Station Failures and Handoffs,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 2004 IEEE Aerospace Conference (Aerospace2004), pp. 1296-1304, Big Sky, Montana, USA, March 6 - March 13, 2004.
    Paper [DS]

  3. “Expected-Reliability Analysis for Wireless CORBA with Imperfect Components,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC2004), pp. 207-215, Papeete, Tahiti, March 3 - March 5, 2004.
    Paper [SE]

  4. “Performance and Effectiveness Analysis of Checkpointing in Mobile Environments,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 22nd Symposium on Reliable Distributed Systems (SRDS2003), pp. 131-140, Florence, Italy, October 6 - October 8, 2003.
    Paper [DS]

  5. “Message Logging and Recovery in Wireless CORBA Using Access Bridge,” Xinyu Chen, Michael R. Lyu, in Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS2003), pp. 107-114, Pisa, Italy, April 9 - April 11, 2003.
    Paper [DS]

Dr. XIN, Xin (辛欣)

Conference Paper

  1. “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]

Dr. HAUNG, Kai Zhu (黃開竹)

Dr. YANG, Haixuan (楊海宣)

Dr. SONG, Jiqiang (宋繼強)

jqsong.jpg Intel China (Beijing)
Email: jiqiang.song@intel.com

Papers

  • “A New Approach for line recognition in large-size images using Hough Transform,” J.Q. Song, M. Cai and M.R.Lyu, Proc. International Conference on Pattern Recognition (ICPR?|02), vol. 1, Quebec City, Canada, August 11-15 2002, pp. 33-36. [paper] [poster]
  • “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” J.Q. Song, M. Cai and M.R. Lyu, Proc. International Conference on Pattern Recognition (ICPR?|02), vol. 1, Quebec City, Canada, August 11-15 2002, pp. 608-611. [paper] [poster]
  • “Graphics Recognition from Binary Images: One Step or Two Steps,” J.Q. Song, M. Cai and M.R. Lyu, Proc. International Conference on Pattern Recognition (ICPR?|02), vol. 3, Quebec City, Canada, August 11-15 2002, pp. 135-138. [paper] [poster]
  • “A New Approach for Video Text Detection,” M. Cai, J.Q. Song and M.R. Lyu, Proc. International Conference on Image Processing (ICIP2002), vol. 1, Rochester, New York, Sept. 22-25 2002, pp. 117-120. [paper] [presentation]
  • “A Robust Statistic Method for Classifying Color Polarity of Video Text,” J. Song, M. Cai, and M.R. Lyu, Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.581-584. [paper]
  • “PVCAIS: A Personal Videoconference Archive Indexing System,” J. Song, M.R. Lyu, J.-N. Hwang, and M. Cai, Proc. 2003 International Conference on Multimedia & Expo (ICME2003), Baltimore, Maryland, July 6-9 2003. [paper]

Journals and Book Chapters

  • “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]
  • “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, issue 2, February 2004, pp. 351-361. [paper]
  • “A Comprehensive Method for Multilingual Video Text Detection,” M.R. Lyu, J. Song, and M. Cai, IEEE Transactions on Circuits and Systems for Video Technology, vol. 15, issue 2, February 2005, pp. 243-255.[paper]

Presentation

  • Introduction to Vectorization of Engineering Drawings presentation
  • Hue-Grayscale Collaborating Edge Detection & Edge Color Distribution Space presentation
  • 02 fall: “A Generic Approach to Detect Edges, corners and Junctions Simultaneously” (group meeting)presentation

Dr. WANG, Wei (王偉)

wangwei.jpg

  • iView – an Open Digital Video Management System paper
  • “Automatic Generation of Dubbing Video Slides for Mobile Wireless Environment,” W. Wang and M.R. Lyu, Proc. 2003 International Conference on Multimedia & Expo (ICME2003), Baltimore, Maryland, July 6-9 2003. [paper]

Presentation

  • 02 fall: “Video Similarity Measure Based on Histogram and Trajectory Analysis” (group meeting) presentation

Dr. ZHANG, Xiwen (張習文)

xwzhang.jpg Homepage
Associate Professor
Dept. of Digital Media, College of Information Science
Beijing Language and Culture University

Papers

  • “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, issue 2, February 2004, pp. 351-361. [paper]
  • “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]
  • “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]

Presentation

  • 05 spring: “Improving Chinese Handwriting Recognition by Fusing Speech Recognition” presentation
  • 05 fall: “Extraction and segmentation of tables from Chinese ink documents based on a matrix model” presentation

Research Assistants

ZHAO, Zirui (趙子瑞)

zirui.jpg

Papers

HUANG, Zubin (黃祖斌)

Papers

Nadeem, Aamer

nadeems.jpg

Papers

Xing, Fei

ASCII

Papers

Presentation

  • 06 Spring: Software Quality Ranking: Bringing Order to Software Modules in Testing (group meeting) presentation

WANG, Zheng

wangzheng.jpg

Papers

WEN, Bing Bing (溫冰冰)

wen_bingbing.jpg

Papers

Visiting Researchers

Visiting Scholars

Prof. HUANG, De-Shuang

dshuang.jpg

Journal

  • “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]
  • “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]
  • “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]
  • “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]

Conference

  • “A Modified Learning Algorithm Incorporating Additional Functional Constraints Into Neural Networks,” F. Han, D.-S. Huang, X.-Q. Li, M.R. Lyu, and T.-M. Lok, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005. [paper]
  • “A Novel Non-negative Shrinkage Technique Based on the Normal Inverse Gaussian Density Model,” L. Shang, D.-S. Huang, T.-M. Lok, and M.R. Lyu, International Conference on Intelligent Computing (ICIC 2005), Hefei, China, August 23-26 2005.[paper]
  • “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]
  • “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]
  • “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]
  • “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]

Dr. ZHAO, Ruilian

zhaoruilian.jpg Visiting Scholar from the Institute of Computing Technology, Chinese Academy of Sciences.

Conference

  • “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]
  • “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]

Visiting Students

CHOU, Yi Hung (周益宏)

chou_yi_hung.jpg Visiting Student from The Chinese University of Hong Kong, summer term, 2017

Steven, Hong

steven_hong.jpg Visiting Student from Computer Science Department, University of Washington, summer term, 2017

WU, Pei Fang (吳佩芳)

wu_pei_fang.jpg Visiting Student from The Chinese University of Hong Kong, summer term, 2017

XU, Pengcheng

pengcheng.jpg Visiting Student from Sun Yat-sen University, summer term, 2017

MAN, Yichuan (滿易川)

mango.jpg Visiting Student from Beijing Jiaotong University, 2015 - 2016

Conference

  • “Experience Report: Understanding Cross-Platform App Issues From User Reviews,” Yichuan Man, Cuiyun Gao, Michael R. Lyu, and Jiuchun Jiang, Proceedings of the 27th International Sysposium on Software Reliability Engineering (ISSRE'16), Ottawa, Canada , October 23-27 2016. [paper]

HU, Yongli (胡永立)

hu_yongli.jpg Visiting Student from Taiwan University, summer term, 2015

SU, Weibing (蘇維斌)

Visiting Student from Taiwan University, summer term, 2015

LI, Yang (李陽)

li_yang.jpg Visiting Student from Sun Yat-sen University, summer term, 2015

TAO, Guanhong (陶冠宏)

guo_guanhong.jpg Visiting Student from Sun Yat-sen University, summer term, 2015

LEI, Tao (雷濤)

lei_tao.jpg Visiting Student from Beijing University of Posts and Telecommunications, summer term, 2015

WU, Chen

wuchen.jpg Visiting Student from Zhejiang University, summer term, 2014

LU, Yifei

luyifei.jpg Visiting Student from Zhejiang University, summer term, 2014

XIONG, Yuwen

xiongyuwen.jpg Visiting Student from Zhejiang University, summer term, 2014

DENG, Xinyu (鄧昕宇)

dengxinyu.jpeg Visiting Student from Xi'an Jiaotong University, 1st term, 2013
Email: dengxinyu.china@gmail.com

MI, Haibo (米海波)

mihaibo.jpg Visiting Student from National University of Defense Technology, 2012

Journal

  • “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), accepted.

  • “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

Conference

  • “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.

GU, YingYuan

figure.jpg Visiting Student from Peking University, 2012

CHEN, Liang

liang1.jpg Visiting Student from Zhejiang University, 2012
URL: http://www.zjujason.com/

QIU, Weiwei

weiwei.jpg Visiting Student from Zhejiang University, 2012

Lawson Wong

Lawson Wong, Ph.D student, MIT
Research intern student in 2006

View Lab Staff Members

YAU, Hon Hei Edward (尤漢熙)

webcam.jpg Technical Manager
VIEW Lab
Email: edyau@cse.cuhk.edu.hk
http://www.cse.cuhk.edu.hk/~edyau

Papers

  • “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proc. 11th International World Wide Web Conference (WWW2002), Practice and Experience Track, Hawaii, May 7-11 2002. [paper]
  • “A Multilingual, Multimodal Digital Video Library System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proc. Joint Conference on Digital Libraries, Portland, July 14-18 2002, pp.145-153 . [paper]
  • “XVIP: An XML-Based Video Information Processing System,” C.H. Ngai, P.W. Chan, E. Yau and M.R. Lyu, Proc. 26th Annual International Computer Software and Applications Conference (COMPSAC2002), Oxford, England, August 26-29 2002, pp.173-178. [paper]
  • A Wireless Client for Accessing Multimodal Digital Video Library Systems,” K.S. Sze, M.R. Lyu, K.P. Choi, and H.H. Yau, Poster Proc. 12th International World Wide Web Conference (WWW2003), Budapest, Hungary, May 20-24 2003. [paper][presentation]

Presentation

  • 02 fall: “Image Based Rendering” (group meeting) presentation

UN, Tsz Lung

tszlung_masked.jpg Research Laboratory Member
Email:tlun@cse.cuhk.edu.hk

SZE, Kwan Shan Sam (施群山)

samsze.jpg Technical Manager
Bank of China
http://www.bankofchina.com
sequence@netvigator.com

Papers

  • “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]
  • “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” K. S. Sze, K. P. Choi, and M.R. Lyu, in Poster Proc. 11th International World Wide Web Conference (WWW2002), Hawaii , May 7-11 2002 . This paper received the best poster paper award at the WWW2002 conference.[paper] [poster]
  • “iVIEW: An Intelligent Video over InternEt and Wireless Access System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proc. 11th International World Wide Web Conference (WWW2002), Practice and Experience Track, Hawaii, May 7-11 2002. [paper]
  • “A Multilingual, Multimodal Digital Video Library System,” M.R. Lyu, E. Yau, and K.S. Sze, in Proc. Joint Conference on Digital Libraries, Portland, July 14-18 2002, pp.145-153 . [paper]
  • “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” K.S. Sze, M.R. Lyu, K.P. Choi, and H.H. Yau, Poster Proc. 12th International World Wide Web Conference (WWW2003), Budapest, Hungary, May 20-24 2003. [paper][presentation]

Presentation

  • 02 spring: “Design and Implementation of a Wireless Handheld Multi-modal DVL Client System” (group meeting) presentation
  • 02 fall: “Cracking 802.11b” (group meeting)
  • 03 spring: “Macau Tower Tour Guide System,” (group meeting) presentation

CHOI, Kin Ping Henry (蔡建平)

henrychoi.jpg

Papers

  • “A Wireless XML-Based Handheld Multimodal Digital Video Library Client System,” K. S. Sze, K. P. Choi, and M.R. Lyu, in Poster Proc. 11th International World Wide Web Conference (WWW2002), Hawaii , May 7-11 2002 . This paper received the best poster paper award at the WWW2002 conference.[paper] [poster]
  • “A Wireless Client for Accessing Multimodal Digital Video Library Systems,” K.S. Sze, M.R. Lyu, K.P. Choi, and H.H. Yau, Poster Proc. 12th International World Wide Web Conference (WWW2003), Budapest, Hungary, May 20-24 2003. [paper][presentation]

Presentation

  • 02 spring: “Wireless Presentation Wizard - Pocket PC as a Remote Controller for PowerPoint Presentation” (group meeting) presentation

CHAU, Chun Keung Jacky (周振強)

jackychau.jpg

Papers

Presentation

  • 02 fall: “Language and Speaker Identification using Gaussian Mixture Model” (group meeting) presentation

MA, Chak Kei Jacky (馬澤祺)

Karl Thomson Investment Consultants Limited

Papers

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

Presentation

  • 00 Fall: “Digital Video Library Network” presentation
  • 00 Fall: “Digital Video Library” (group meeting) presentation
  • 01 Spring: “Architecture & Data Management of XML-Based Digital Video Library” presentation
  • 01 Spring: “Design and Implementation of An XML-Based Digital Video Library System” (group meeting) presentation
  • 01 Fall: “A Multi-Model XML(MMX) Framework for Digital Video Library(DVL) Systems” presentation
  • 02 Spring: “XML with Structural Information Description” (group meeting) presentation
  • 02 Spring: “The Structured-Element Object Model for XMLpresentation

CAI, Min (蔡敏)

caimin.jpg VIEW Lab

Papers

  • “A New Approach for line recognition in large-size images using Hough Transform,” J.Q. Song, M. Cai and M.R.Lyu, Proc. International Conference on Pattern Recognition (ICPR?|02), vol. 1, Quebec City, Canada, August 11-15 2002, pp. 33-36. [paper] [poster]
  • “Edge Color Distribution Transform: An Efficient Tool for Object Detection in Images,” J.Q. Song, M. Cai and M.R. Lyu, Proc. International Conference on Pattern Recognition (ICPR?|02), vol. 1, Quebec City, Canada, August 11-15 2002, pp. 608-611. [paper] [poster]
  • “Graphics Recognition from Binary Images: One Step or Two Steps,” J.Q. Song, M. Cai and M.R. Lyu, Proc. International Conference on Pattern Recognition (ICPR?|02), vol. 3, Quebec City, Canada, August 11-15 2002, pp. 135-138. [paper] [poster]
  • “A New Approach for Video Text Detection,” M. Cai, J.Q. Song and M.R. Lyu, Proc. International Conference on Image Processing (ICIP2002), vol. 1, Rochester, New York, Sept. 22-25 2002, pp. 117-120. [paper] [presentation]
  • “A Robust Statistic Method for Classifying Color Polarity of Video Text,” J. Song, M. Cai, and M.R. Lyu, Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.581-584. [paper]
  • “PVCAIS: A Personal Videoconference Archive Indexing System,” J. Song, M.R. Lyu, J.-N. Hwang, and M. Cai, Proc. 2003 International Conference on Multimedia & Expo (ICME2003), Baltimore, Maryland, July 6-9 2003. [paper]

Presentation

WAT, Hong Fai Tony (屈康輝)

tonywat.jpg Yahoo!

Papers

Presentation

  • 02 fall: “Extensible Stylesheet Language (XSL) By Example” (group meeting) presentation

CHAN, Hing Wing Anthony (陳興榮)

Papers

  • “The Mobile Code Paradigm and Its Security Issues,” H.W. Chan and M.R. Lyu, Proceedings 1999 Asia Pacific Web Conference (APWEB'99), Hong Kong, September 1999, also appears in World Wide Web: Technologies and Applications for the New Millennium, G.H. Young (ed.), CSREA Press, Athens, Georgia, pp. 353-357. [paper] [presentation]
  • “Security Modeling and Evaluation for the Mobile Code Paradigm,” H.W. Chan and M.R. Lyu, in Proceedings 1999 Asian Computing Science Conference (ASIAN'99), Phuket, Thailand, December 1999, pp. 371-372. [paper] [presentation]
  • “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]
  • “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, August 2000, pp. 471-480. [paper]
  • “Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications,” H.W. Chan, K.M. Wong, T.Y. Wong, and M.R. Lyu, in Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'2000), Las Vegas, Nevada, June 26-29 2000, pp. 1871-1877. [paper] [poster]

Presentation

  • 98 Fall: “Security and Privacy over the Internet” ( Group meeting) presentation
  • 98 Fall: “Security and Reliability Issues in Distributed Systems” presentation
  • 99 Spring: “Mobile Agents and Security” ( Group Meeting) presentation
  • 99 Spring: “Mobile Code Security Evaluation” presentation
  • 99 Fall: “The Mobile Code Paradigm and Its Security Issues” ( Group Meeting)presentation
  • 99 Fall: “Secure Mobile Agents: Techniques, Modeling and Application” presentation
  • 00 Spring: “Quantitative Evaluation for Operational Security -an Experiment” (Group Meeting)

presentation

KWOK, Chi Leong Kenny (郭智亮)

kenny.jpg PePLink Limited

Papers

  • “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]

Presentation

  • 02 Fall: “An Approach to Identify Duplicated Web Pages” presentation

NG, Chung Wing Nicky (吳中榮)

ngchungwing.jpg

Papers

  • “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]
  • “ADVISE: Advanced Digital Video Information Segmentation Engine,” C.W. Ng and M.R. Lyu, in Poster Proc. 11th International World Wide Web Conference (WWW2002), Hawaii, May 7-11 2002. [paper]

Presentation

  • 01 Fall: “Automatic Caption Localization in Compressed Video” (group meeting) presentation
  • 01 Fall: “Video Table-of-Contents: Construction and Matching” presentation
  • 02 Fall: “ADVISE: Advanced Digital Video Information Segmentation Engine” (group meeting) presentation





 
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