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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.

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.


Selected Awards
  • First Place Team Winner, BestRank Contest, Microsoft Research Asia, 2006
  • Regent Fellowship, University of California Santa Cruz, 2008

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)

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


Last Updated: Sep. 2009