Yu Zhang
homepage:http://www.cse.ust.hk/~zhangyu/
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Description

I am currently a PhD student at the Department of Computer Science and Engineering, HKUST. My supervisor is Prof. Dit-Yan Yeung. Before I joined HKUST, I obtained my bachelor and master degrees from the Department of Computer Science and Technology of Nanjing University in 2004 and 2007 respectively. During my master period, I was a member of the LAMDA Group under the supervision of Prof. Zhi-Hua Zhou.

My current research interests include Machine Learning, Pattern Recognition and Data Mining. I am especially interested in multi-task learning, transfer learning, semi-supervised learning, dimensionality reduction and metric learning.


Lectures:

6 views, 17:24  
lecture
flag MATCH: Metadata-Aware Text Classification in A Large Hierarchy
as author at  30. The Web Conference VIRTUAL EDITION, Ljubljana 2021,
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[syn]  2654 views, 19:01  
lecture
flag Discriminative Experimental Design
as author at  Sessions,
together with: Data & Web Mining Lab (produced by),
2654 views
[syn]  3723 views, 11:47  
lecture
flag Transfer Metric Learning by Learning Task Relationships
as author at  Research Sessions,
3723 views
 
[syn]  4456 views, 25:53  
demonstration video
flag Poster Spotlights
as author at  23rd IEEE Conference on Computer Vision and Pattern Recognition 2010 - San Francisco,
together with: Ye Ning, Ritwik Kumar, Edison Song Han, Yi Li, Peng Yang, Sung Won Park, Edward Hsiao, Jiwen Lu, Yusuke Sugano, Albert C. S. Chung, Rama Chellappa, Qiang Zhang, Jian Sun, Mario Rojas, Ioannis A. Kakadiaris, Michel Valstar, Tomas Simon, Qinfeng Shi,
4456 views
[syn]  4268 views, 14:23  
lecture
flag Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-Supervised Extension
as author at  Sessions,
4268 views
 
[syn]  3109 views, 19:18  
lecture
flag Semi-Supervised Multi-Task Regression
as author at  Sessions,
3109 views