PhD student: 2016~Present
URL: http://www.cse.cuhk.edu.hk/~hshao
Email: hshao@cse.cuhk.edu.hk

“Linear Stochastic Bandits with Heavy-Tailed Payoffs” Thesis Presentation

1. “Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs,” Han Shao, Xiaotian Yu, Irwin King, M.R. Lyu, in Proceedings of the 2018 International Conference on Neural Information Processing Systems (NIPS 2018).
   Paper [ML]
   
   

Graduated in 2015
PhD, CMU
URL: http://www.cse.cuhk.edu.hk/~jjhu
Email: jjhu@cse.cuhk.edu.hk

“Kernelized Online Imbalanced Learning” Thesis

1. “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.
   Paper Supplemental Material Presentation [ML]
   
   
2. “AR-Tracker: Track the Dynamics of Mobile Apps via User Review Mining,” Cuiyun Gao, Hui Xu, Junjie Hu, and Yangfan Zhou, in proc. the 2015 International Workshop on Internet based Virtual Computing Environment (IVCE 2015), San Francisco, USA, 2015.
   Paper [DS]
   
   

Graduated in 2012
Aidyia Limited, Hong Kong
URL: http://www.cse.cuhk.edu.hk/~priyanka
Email: priyanka@cse.cuhk.edu.hk

“Impact of Opinions in Social Networks” Thesis Presentation

• “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, US, 2012, pp. 2279-2282. Paper

• “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

Graduated in 2007
Fujitsu, Hong Kong
Email:
URL: http://www.facebook.com/profile.php?id=700263003

“Design, Implementation, and Evaluation of Scalable Content-Based Image Retrieval Techniques” thesis presentation

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

Graduated in 2006
Continue to Ph.D.
Email:
URL:http://www.cse.cuhk.edu.hk/~yfzhou

“Reliable Wireless Sensor Networks” thesis

• “On Setting up Energy-Efficient Paths with Transmitter Power Control in Wireless Sensor Networks,” Y. Zhou, and M.R. Lyu, and J. Liu, in Proceeding of the 2nd IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS'05), Washington, DC, November 7-10, 2005.[paper]

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

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

Graduated in 2005
Microsoft, Shanghai, China
Email:lushi04@gmail.com
URL:http://www.cse.cuhk.edu.hk/~slu

“Content Analysis and Summarization for Video Documents” thesis presentation

• “Video Summarization Using Greedy Method in a Constraint Satisfaction Framework,” S. Lu, I. King, and M.R. Lyu, Proceedings 9th International Conference on Distributed Multimedia Systems (DMS'03), Miami, Florida, USA, pages 456–461, September 24-26 2003, pp. 456-461. [paper]

• “Video Summarization by Spatial-Temporal Graph Optimization,” S. Lu, M.R. Lyu, and I. King, Proceedings 2004 IEEE Symposium on Circuits and Systems (ISCAS?|04), Vancouver, Canada, May 23-26, 2004. [paper][presentation]

• “Video Summarization by Video Structure Analysis and Graph Optimization,” S. Lu, I. King, and M.R. Lyu, Proceedings 2004 IEEE International Conference on Multimedia and Expo (ICME'04), Taipei, Taiwan, June 27-30 2004. [paper]

• “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]

• “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]

• “Constructing Robust and Resilient Framework for Cooperative Video Streaming,” S. Lu and M.R. Lyu, in Proceedings 2006 International Conference on Multimedia & Expo, Toronto, Canada, July 9-12 2006. [paper][presentation]

Graduated in 2004
Continue to Ph.D.
Email:
URL: http://www.cse.cuhk.edu.hk/~pwchan

“Digital Video Watermarking Techniques for SecureMultimedia Creation and Delivery” thesis presentation

• “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]

• “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]

Graduated in 2004
Continue to Ph.D.
Email:
URL: http://www.cse.cuhk.edu.hk/~chngai

“Trust- and Clustering-based Authentication Service in MANET” thesis presentation

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

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

Graduated in 2004
Continue to Ph.D.
Email:
URL: http://www.cse.cuhk.edu.hk/~chhoi

“Learning on Relevance Feedback in Content-based Image Retrieval” thesis presentation

• “A Novel Scheme for Video Similarity Detection,” C.H. Hoi, W. Wang and M.R. Lyu, In Proceedings of International Conference on Image and Video Retrieval (CIVR2003), Urbana-Champaign, Illinois, July 24-25 2003; Lecture Notes in Computer Science, vol. 2728, Springer, 2003, pp. 373-382. [paper][presentation]

• “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]

• “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]

• “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]

• “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]

Graduated in 2003
Assistant Vice President, HSBC
Emai: kim.fung.jang@hsbcpb.com

“A Generic Face Processing Framework: Technologies, Analyses and Applications” thesis presentation

• “A Face Processing System Based on Committee Machine: The Approach and Experimental Results”, K.-F. Jang, H.-M. Tang, M. R. Lyu and Irwin King, 10th Int'l Conf. on Computer Analysis of Images and Patterns (CAIP03) Groningen, The Netherlands, Auguest 25-27, 2003, pp. 614-622. [paper][presentation]

Graduated in 2003
Assistant Vice President, Deutsche Bank

“Face Recognition Committee Machine:Methodology, Experimentsand A System Application” thesis presentation

• “Face Recognition Committee Machine,” H.-M. Tang, M.R. Lyu and I. King, Proc. International Conference on Acoustics, Speech, and Signal Processing (ICASSP2003), Hong Kong , April 6-10 2003, pp.837-840. [paper]

• “A Face Processing System Based on Committee Machine: The Approach and Experimental Results”, K.-F. Jang, H.-M. Tang, M. R. Lyu and Irwin King, 10th Int'l Conf. on Computer Analysis of Images and Patterns (CAIP03) Groningen, The Netherlands, Auguest 25-27, 2003, pp. 614-622. [paper][presentation]

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

Graduated in 2002
Cathay Pacific
Email: cs_ncwaa@yahoo.com.hk

“ADVISE: Advanced Digital Video Information Segmentation Engine” thesis

• “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]

Graduated in 2002
Instructor, CUHK
Email: tywong@cse.cuhk.edu.hk
URL: http://www.cse.cuhk.edu.hk/~tywong

“A Progressive Fault Detection and Service Recovery Mechanism in Mobile Agent Systems” thesispresentation

• “A Progressive Fault Tolerant Mechanism in Mobile Agent Systems,” M.R. Lyu and T.Y. Wong, in Proceedings 7th World Multiconference on Systemics, Cybernetics and Informatics (SCI2003), Orlando , Florida, July 27-30 2003, Volume IX, pp. 299-306. [paper][presentation]

• “Design and Evaluation of A Fault Tolerant Mobile Agent System,” M.R. Lyu, X. Chen, and T.-Y. Wong, IEEE Intelligent Systems, Special Issue on Dependable Agent Systems, vol. 19, issue 5, Sept - Oct 2004, pp. 32-38. [paper]

Graduated in 2002
Karl Thomson Investment Consultants Limited
Email: jackyma@ktg.com.hk
URL: http://www.cse.cuhk.edu.hk/~ckma1

“The Structured-Element Object Model for XML” thesisPresentation

• “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]

Graduated in 2002
PePLink Ltd.
Email: kennyk@peplink.com
URL: http://www.cse.cuhk.edu.hk/~clkwok

“A Generic Chinese PAT Tree Data Structure for Chinese Documents Clustering” thesis

• “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]

Graduated in 2001
PhD in CUHK
URL: http://www.cse.cuhk.edu.hk/~xcai

“Quality Prediction for Component-Based Software Development: Techniques and A Generic Environment” thesispresentation

• “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]

• “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]

• “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]

Graduated in 2001
Dragonair
Email: Dragonairanson.cw.lee@dragonair.com

“A Web-based Agent Service Platform for E-commerce Applications” thesis

• “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]

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

Graduated in 2001
Merrill Lynch
Email: Lynchvincentcheung@alumni.cuhk.net

“An Adaptive Communication Mechanism for Heterogeneous Distributed Environments Using XML and Servlets” thesis presentation

• 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]

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

Mtech
Email: Mtechsamma@mtechhk.com
URL: homepage

“The Design and Implementation of a Customized, Web-Based Learning Environment”

• [APWEB99] A Web-based Customized Virtual Learning Environment paper presentation

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

Graduated in 2000
Netssage Holding Ltd.
Email: klchong@alumni.cuhk.net

“Internet Payment System: Mechanism, Applications, and Experimentation” thesis

• “The Design, Implementation and Evaluation of an Internet Payment System,” K. L. Chong, C. H. Ho, C. H. Lau, M.R. Lyu, and Y. S. Moon, in Proceedings World Computer Congress: Information Technology for Business Management (WCC-ITBM2000), Beijing, China, August 21-25 2000, pp. 636-639. [paper]

Graduated in 2000
AFE Solutions Limited, http://www.afe-solutions.com
Email:cshwchan@yahoo.com
URL: homepage

“Mobile Agent Security and Reliability Issues in Electronic Commerce” thesis

• “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]