Book Chapters
  1. Large-scale Spectral Clustering with MapReduce and MPI
    Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Y. Chang
    An invited book chapter to appear in Scaling Up Machine Learning, Cambridge University Press, 2011


  2. Combinational Collaborative Filtering for Personalized Community Recommendation
    Wen-Yen Chen and Edward Y. Chang
    A book chapter to appear in Foundation of Multimedia Information Retrieval, Springer, 2011

Journal Papers
  1. Parallel Spectral Clustering in Distributed Systems
    Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Y. Chang
    IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Vol. 33, No. 3, pp. 568-586, March 2011
    [PDF (2.5MB)] [Software (MATLAB)] [Software (C++)]


  2. An Agent-Based Metric for Quality of Services over Wireless Networks
    Yaw-Chung Chen and Wen-Yen Chen
    Elsevier Journal of Systems and Software (JSS), Vol. 81 No. 10, pp. 1625-1639, October 2008
    [PDF (1.3MB)]

Conference Papers
  1. Collaborative Filtering for Orkut Communities: Discovery of User Latent Behavior
    Wen-Yen Chen, Jon Chu, Junyi Luan, Hongjie Bai, Yi Wang, and Edward Y. Chang
    International World Wide Web Conference (WWW)
    Madrid, Spain, April 2009 (11% accepted).
    [PDF (320KB)]


  2. PLDA: Parallel Latent Dirichlet Allocation
    Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, and Edward Y. Chang
    International Conference on Algorithmic Aspects in Information and Management (AAIM)
    San Francisco, CA, June 2009.
    [PDF (217KB)] [Software]


  3. Parallel Spectral Clustering
    Yangqiu Song, Wen-Yen Chen, Hongjie Bai, Chih-Jen Lin, and Edward Y. Chang
    European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)
    Antwerp, Belgium, September 2008 (18% accepted).
    Also appears in Lecture Notes in Artificial Intelligence (LNAI), Vol. 5212, pp. 374-389, 2008.
    [PDF (4.4MB)]


  4. Combinational Collaborative Filtering for Personalized Community Recommendation
    Wen-Yen Chen, Dong Zhang, and Edward Y. Chang
    ACM SIGKDD Int'l Conference on Knowledge Discovery and Data Mining (KDD)
    Las Vegas, NV, August 2008 (10% accepted).
    [PDF (473KB)]


  5. The Splog Detection Task and A Solution Based on Temporal and Link Properties
    Y.-R. Lin, W.-Y. Chen, X. Shi, R. Sia, X. Song, Y. Chi, K. Hino, H. Sundaram, J. Tatemuran, and B. Tseng
    Text REtrieval Conference Proceedings (TREC)
    Gaithersburg, MD, November 2006.
    [PDF (789KB)]


  6. A Scalable Service for Photo Annotation, Sharing, and Search
    Ben Lee, Wen-Yen Chen, and Edward Y. Chang
    ACM Int'l Conference on Multimedia (MM)
    Santa Barbara, CA, October 2006.
    [PDF (4.0MB)]


  7. Fotowiki - Distributed Map Enhancement Service
    Wen-Yen Chen, Ben Lee, and Edward Y. Chang
    ACM Int'l Conference on Multimedia (MM)
    Santa Barbara, CA, October 2006.
    [PDF (1.9MB)]


  8. Fotofiti: Web Service for Photo Management
    Ben Lee, Wen-Yen Chen, and Edward Y. Chang
    ACM Int'l Conference on Multimedia (MM)
    Santa Barbara, CA, October 2006.
    [PDF (262KB)]


  9. An Agent-Based Metric for Quality of Services over Wireless Networks
    Wen-Yen Chen and Yaw-Chung Chen
    IEEE Int'l Computer Software and Applications Conference (COMPSAC)
    Chicago, IL, September 2006.
    [PDF (632KB)] Nonimated for Best Paper Award

Thesis Work and Technical Reports
  1. Mining Web Social Data with Latent Aspect Models on Distributed Computers
    Wen-Yen Chen
    PhD Dissertation, UCSB, September, 2009.


  2. Fotofiti: Goals, Functionalities, and Research Challenges
    Ben Lee, Zack Davis, Wen-Yen Chen, Arun Qamra, and Edward Y. Chang
    UCSB Technical Report, March 2006.


  3. An Agent-based System for Improving Quality of Service over Wireless Networks
    Wen-Yen Chen
    M.S. Thesis, National Chiao Tung University (NCTU), June 2004.


  4. Study and Design of Fast Address Lookup Scheme Supporting IPv6 Protocol
    Yaw-Chung Chen, Yi-Cheng Chan, Kuo-Chen Kuo, and Wen-Yen Chen
    NCTU Technical Report/NSC-90-2213-E-009-167, June 2002.


  5. Integrated Network Security Protection System
    Wen-Yen Chen
    NCTU Technical Report/NSC-89-2815-C009-051R-E, April 2001. Research Creativity Award