• (See also my homepage)
• My name in Chinese: 徐增林

Ph.D.

114A Ho-SinHang Engineering Building
Department of Computer Science & Engineering
The Chinese University of Hong Kong
Shatin, NT, Hong Kong

Zenglin Xu is currently a research associate in Department of Computer Science and Engineering of the Chinese University of Hong Kong. He has been a visiting student of Professor Rong Jin in Michigan State University during the summers of 2007 and 2008. His research interests include machine learning and its application in information retrieval.

• Machine Learning
• Pattern Recognition
• Data Mining
• Evolutionary Computation
• Information Retrieval

1. [2009, inproceedings]

   Zenglin Xu, Rong Jin, Jieping Ye, Michael R. Lyu, and Irwin King, "Non-Monotonic Feature Selection," in Proc. Proceedings of the 26th International Conference on Machine Learning (ICML2009), Montreal, Quebec, 2009.

   (AR: XXXX)

2. [2009, inproceedings]

   Zenglin Xu, Irwin King, Michael R. Lyu, and Rong Jin, "Discriminative Semi-supervised Feature Selection via Manifold Regularization," in Proc. Proceedings of Twenty-First International Joint Conference on Artificial Intelligence (IJCAI-09), 2009.

   (AR: 331/1290 (25.7%))

3. [2009, inproceedings]

   Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, and Colin Campbell, "Supervised Self-taught Learning: Actively Transferring Knowledge from Unlabeled Data," in Proc. Proceedings of the 2009 International Joint Conference on Neural Networks (IJCNN2009), 2009.

   (AR: XXXX)

4. [2008, inproceedings]

   Zenglin Xu, Rong Jin, Irwin King, and Michael R. Lyu, "An Extended Level Method for Efficient Multiple Kernel Learning," in Proc. NIPS, 2008.

5. [2008, inproceedings]

   Zenglin Xu, Rong Jin, Kaizhu Huang, Irwin King, and Michael R. Lyu, "Semi-supervised Text Categorization by Active Search," in Proc. ACM international conference on Information and knowledge management, New York, NY, USA, 2008.

6. [2008, inproceedings]

   Kaizhu Huang, Zenglin Xu, Irwin King, and Michael R. Lyu, "Semi-supervised Text Categorization by Active Search," in Proc. Proceedings of the Eighth IEEE International Conference on Data Mining (ICDM2008), 2008.

7. [2008, inproceedings]

   Jianke Zhu, Steven Hoi, Zenglin Xu, and Michael R. Lyu, "An Effective Approach to 3D Deformable Surface Tracking," in Proc. Proceedings of the 10th European Conference on Computer Vision (ECCV 2008), 2008.

8. [2007, inproceedings]

   Zenglin Xu, Rong Jin, Jianke Zhu, Irwin King, and Michael~R. Lyu, "Efficient Convex Relaxation for Transductive Support Vector Machine," in Proc. Advances in Neural Information Processing Systems (NIPS 21), 2007.

1. [2009, article]

   Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, and Michael~R. Lyu, "A Novel Kernel-based Maximum A Posteriori Classification Method," Neural Networks, 2009.

1. [2007, article]

   Zenglin Xu, Irwin King, and Michael~R. Lyu, "Feature Selection Based on Minimum Error Minimax Probability Machine," International Journal of Pattern Recognition and Artificial Intelligence, vol. 21, iss. 8, pp. 1-14, 2007.

1. [2007, incollection]

   Kaizhu. Huang, Zenglin Xu, Irwin King, Michale R. Lyu, and Zhangbin Zhou, "A Novel Discriminative Naive Bayesian Network for Classification," , Mittal, A. and Kassim, A., Eds., New York: IDEA Group Inc., 2007, pp. 1-12.

Theoretical and empirical investigation on semi-supervised learning

• Reviewer: Journal of Machine Learning Resarch, IEEE Transaction on Neural Networks, Neurocomputing, Neural Computing and Applications
• Program committee: ICONIP 2009,Beijing-Hong Kong International Doctoral Forum 2007
• Session chair in ICONIP 2006

Coming Soon!