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This picture is taken by Bin An |
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Lei Yang
Master Student
Department of Computer Science
University of California Santa Cruz
Office: 486 Baskin Engineering Building 2, 1156 High St, Santa Cruz CA 95064
Email: jeffy2008 AT soe DOT ucsc DOT
edu

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I am currently a graduate student in University of California Santa Cruz. My advisor is Abel Rodriguez. I am currently working on the problem of Sequential Monte Carlo samplers for nested Dirichlet process mixture models with my advisor. Besides, I am also working on some papers related to smoothing language models. |
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Research
Interests
I have a broad interest in real world problems related to information retrieval, machine learning and data mining. My primary research interests include
Information Retrieval,
Recommender Systems,and Bayesian statistical methods. I also have a
strong interest in natrual language processing and Database related problems. Please click here to
read more about my research.
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Selected Awards
- First Place Team Winner, BestRank Contest, Microsoft Research Asia, 2006
- Regent Fellowship, University of California Santa Cruz, 2008
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Publications
- Lei Yang, Kai Yu, Learning Rating Bias in Collaborative Filtering (In progress)
- Lei Yang, Fan Yang, Interpolation or Backoff: An Aggregation Method in Smoothing Language Models (In progress)
- Lei Yang, Bin An, Fan Wang, AdRank: Click-based Ad Selection (Finished)
- Lei Yang, Lei Qi, Yan-Ping Zhao, Bin Gao, Tie-Yan Liu. Link Analysis using Time Series on Web Graph, Proceedings of the 16th ACM International Conference on Information and Knowledge Management(CIKM' 07)
- Lei Yang, Jian-Yun Shang, Yan-Ping Zhao. An Efficient Dictionary Mechanism Based On Double-Byte, Proceedings of the 10th International Conference on Asian Digital Libraries (ICADL' 07)
- Lei Yang, Gang Shu, Zhen-Dong Niu. Link Analysis using Gravitation Model, 3rd National Conference on Information Retrieve and Content Safety (NCIRCS' 07)
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Academic Experience
- Research Intern (Jun. 2006 - Jun. 2007)
Web Search and Mining Group, Microsoft Research Asia, working with Tie-Yan Liu
- Teaching Assistant (Jan. 2009 - Present)
University of California Santa Cruz
CMPS180 Database System, 2009 Winter
ISM50 Business Information Systems, 2009 Spring
CMPE16 Applied Discrete Mathematics, 2009 Summer
CMPS101 Algorithms and Abstract Data Types, 2009 Summer
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Last Updated: Sep.
2009
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