Tel: (+852) 31634266

  Email: A@B. A=kzhuang B=cse.cuhk.edu.hk

Profile              

I am currently a Research Fellow  at Dept. of Computer Science and Engineering of the Chinese University of Hongkong. I work with Prof. KING, Irwin and Prof. LYU, Rung Tsong Michael . I got Bachelor of Engineering from Xi'an Jiaotong University  in 1997. At that time I was one of the Special Class for Gifted Children. I got Master of Engineering from Institute of Automation, Chinese Academy of Sciences, (Beijing · China)  in July 2000. I obtained my Ph.D. from The Chinese Univ. of Hong Kong in 2004. After that, I worked as a researcher in Fujitsu Research Center from 2004 to 2007.

 Research Interests

My main research topics are Statistical Machine Learning, Pattern Recognition, Information Retrieval, and Image Processing.

Books

    [1]  Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu,  Machine Learning: Modeling Data Locally and Globally,  Springer Verlag Heidelberg New York  (Oversea Edition)/ Zhejiang University Press (Mainland China edition)   ISBN 3540794514.

Journal and Book Chapter Publications  

[1]   Kaizhu Huang, Danian Zheng, Irwin King, Michael R. Lyu, Arbitrary Norm Support Vector Machines, Neural Computation, to appear, 2008.

[2]   Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu. M^4: Learning Large Margin Machines Locally and Globally, IEEE Trans. on Neural Networks, Vol 19, iss.2, pp. 260-272, 2008.

[3]   Kaizhu Huang, Zenglin Xu, Irwin King, Michael R. Lyu, Zhangbin Zhou, A Novel Discriminative Naive Bayesian Network for classification. Bayesian Network Technologies: Applications and Graphical Models. Ankush Mittal, Ashraf Kassim, Tele Tan (Eds.), March, 2007, pp 1-12, Idea Group Inc.

[4]   Chong Long, Li Zhuang, Xiaoyan Zhu, Kaizhu Huang, Jun Sun, Yoshinobu Hotta,  Satoshi Naoi,A Post-processing Approach for Handwritten Chinese Address Recognition.  Journal of Chinese Information Processing (in Chinese). Vol. 20, No. 6, 69-74, 2006.

[5]   Kaizhu Huang, Haiqin Yang, Irwin King, and Michael R. Lyu, Maximizing Sensitivity in Medical Diagnosis Using Biased Minimax Probability Machine. IEEE Trans. Biomedical Engineering, Vol 53, Issue 5, 821- 831, May 2006.

[6]   Kaizhu Huang, Haiqin Yang, Irwin King, and Michael R. Lyu, Imbalanced Learning With Biased Minimax Probability Machine. IEEE Trans. System Man, Cybnetics, Part B, Vol 36, No 4, 913 - 923 August, 2006.

[7]   Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, Local Learning Vs. Global Learning: An introduction of Maxi-Min Margin Machine. In Support Vector Machines: Theory and Applications. StudFuzz 177, 113–131 Springer-Verlag Berlin Heidelberg 2005.

[8]   Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. Lyu, and Laiwan Chan. The Minimum Error Minimax Probability Machine. Journal of Machine Learning Research, Vol. 5, pp. 1253-1286, October 2004.

[9]   Kaizhu Huang, Irwin King, and Michael R. Lyu, Haiqin Yang. Improving Chow-Liu tree performance based on association rules, In Neural Information Processing: Research and Development. Series: Studies in Fuzziness and Soft Computing, PP94-112, Vol. 152. Springer-Verlag, 2004.

[10]   Haiqin Yang, Irwin King, Laiwan Chan and Kaizhu Huang. Financial Time Series Prediction Using Non-fixed and Asymmetrical Margin Setting with Momentum in Support Vector Regression, In Neural Information Processing: Research and Development. Series: Studies in Fuzziness and Soft Computing, PP334-150, Vol. 152.. Springer-Verlag, 2004.

[11]   Huimin Deng and Kaizhu Huang, A novel fingerprint minutiae extraction method, supplement to Journal of Nanjing University: Natural Science. 2000.

Click here for full publication list

 Patents

[1].    Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Address Recognition Methods and Apparatus, Application Num: 200510089537.0, China

[2].    Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Address Recognition Methods and Apparatus with and without Key Characters. Application Num: 200710089131.1, China

[3].    Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Character Recognition Apparatus and Method Using Differential Features. Application Num: 200710078767.6, China

[4].    Jun Sun, Kaizhu Huang, Yoshinobu Hotta, Satoshi Naoi, Degraded Character Recognition Apparatus and Method. Internal No. 06-53478, China 

[5].    Danian Zheng, Kaizhu Huang, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Sparse Support Vector Machine Methods and Apparatus. Application Num: 200710146535.X, China

[6].    Kaizhu Huang, Danian Zheng, Jun Sun, Yoshinobu Hotta, Satoshi Naoi, Image Based Keyword Search Methods and Apparatus. Internal No.: 07-52540, China.

 Awards

Ø         Special Award for Best Research Output  Fujitsu R&D Centre, 2007 (3 persons/year)

Ø         Award of Q-finity, Fujitsu Corporation. 2006

Ø         President Award, Fujitsu Laboratories, 2006 (Top award)

Ø         Excellent Award for Best Research Output  Fujitsu R&D Centre, 2006  (2 persons/year)

Ø         Special Award for Best Research Output  Fujitsu R&D Centre, 2005 (3 persons/year)

Ø         Postgraduate Scholarship, CUHK Hong Kong, 2001~2004

Ø         Postgraduate Scholarship, CAS, 1998~2000

Ø         Logic Prize for Outstanding Students, XJTU,(top 1%), 1996

Ø         Excellent Student Award, XJTU (top 1 %), 1996

Ø         The Second Prize Scholarship (3 times) XJTU (top 7%), 1993~1995

Ø         Gifted Youth Fellowship, XJTU (top 1%), 1992

 My Favorite Web Sites