James Tin-Yau KWOK ()

Computer Science and Engineering


Dr. Kwok received his B.Sc. degree in Electrical and Electronic Engineering from the University of Hong Kong and his Ph.D. degree in computer science from the Hong Kong University of Science and Technology. He was a consultant at the Lucent Technologies Bell Laboratories in Murray Hill, New Jersey. He then joined the Department of Computer Science, Hong Kong Baptist University as an Assistant Professor. He returned to the Hong Kong University of Science and Technology in 2000 and is now a Professor in the Department of Computer Science and Engineering. Prof. Kwok served as an Associate Editor for the IEEE Transactions on Neural Networks and Learning Systems from 2006-2012, and is currently serving as Associate Editor for the Neurocomputing journal. He is a Governing Board Member of the Asia Pacific Neural Network Assembly (APNNA).


Current Research Interests

Kernel methods, Machine learning, Pattern recognition, Artificial neural networks
Applications: Computer vision and image processing, speech processing, pervasive computing
List of publications (Google scholar)


+ IEEE Transactions on Neural Networks Outstanding 2004 Paper Award
+ Second Class Award in Natural Sciences by the Ministry of Education, People's Republic of China, 2008
+ Nomination for the Best Paper Award, SIAM International Conference on Data Mining (SDM), 2010.

Student Supervision Achievements

+ Quanming Yao, Google PhD Fellowship in Machine Learning, 2016.
+ Wei Bi, Google Anita Borg Fellowship, 2014.
+ Wei Bi, Google PhD Fellowship in Machine Learning, 2013.
+ Ivor Tsang, Best Paper Award, IEEE Hong Kong Chapter of Signal Processing Postgraduate Forum, 2006.
+ Ivor Tsang, Microsoft Fellowship, 2005.

Research Group

+ Artificial Intelligence

Current Students

+ Ruiliang Zhang (PhD student)
+ Quanming Yao (PhD student)
+ Xiawei Guo (PhD student)
+ Lu Hou (PhD student)
+ Shuai Zheng (PhD student)
+ Elham Jebalbarezi (PhD student)
+ Yongqi Zhang (PhD student)
+ Yaqing Wang (PhD student)
+ Diwen Xu (MPhil student)
+ Minsam Kim (MPhil student)

Former Students

+ Wei Bi (PhD 2015; Baidu, China)
+ Yihai Huang (MPhil 2015)
+ Leon Wenliang Zhong (PhD 2014; Algorithm Expert, Alibaba, Hangzhou, China)
+ Kai Zhang (PhD 2008; Research Staff Member, NEC Laboratories, Princeton, USA)
+ Ivor Tsang (PhD 2007, MPhil 2003; Associate Professor, University of Technology Sydney, Sydney, Australia)
+ Pak-Ming Cheung (MPhil 2006; Microsoft (Bing), Seattle, USA)
+ Calvin Chu (MPhil 2005; Hong Kong Bank, Hong Kong)


+ COMP4211: Machine Learning (UG)
+ COMP171: Data Structures and Algorithms
+ COMP271: Design and Analysis of Algorithms
+ COMP327: Introduction to Pattern Recognition
+ COMP344: Image Processing
+ COMP3211: Introduction to Artificial Intelligence
+ COMP4331: Introduction to Data Mining
+ COMP5212: Machine Learning (PG)
+ COMP621I: Advanced Topics in Machine Learning
+ COMP621O: Kernel Methods in Machine Learning

Other Links

Matrix Reference Manual, MathWorld, Wikipedia, Alpha, Google, Lbsearch
HKUST: IEEE Explore, SCI, JSTOR, E-journals, Library, Intranet for staff , HKUST Webmail, CSD Webmail, FYP
More WWW sites

jamesk (at) cse (dot) ust (dot) hk
Department of Computer Science and Engineering
The Hong Kong University of Science and Technology
Hong Kong