Google Publications

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  Parallel Spectral Clustering in Distributed Systems

  Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang

  IEEE Transactions on Pattern Analysis and Machine Intelligence (2010)

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  PSVM: Parallel Support Vector Machines with Incomplete Cholesky Factorization

  Edward Y. Chang, Hongjie Bai, Kaihua Zhu, Hao Wang, Jian Li, Zhihuan Qiu

  Scaling Up Machine Learning, Cambridge University Press (2010)

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  Collaborative Filtering for Orkut Communities: Discovery of User Latent Behavior

  Wen-Yen Chen, Jon Chu, Junyi Luan, Hongjie Bai, Edward Chang

  18th International Conference on World Wide Web (WWW), ACM (2009), pp. 681-690

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  Parallel algorithms for mining large-scale rich-media data

  Edward Y. Chang, Hongjie Bai, Kaihua Zhu

  MM '09: Proceedings of the seventeen ACM international conference on Multimedia, ACM, New York, NY, USA (2009), pp. 917-918

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  Parallel Spectral Clustering

  Yangqiu Song, Wen-Yen Chen, Hongjie Bai, Chih-Jen Lin, Edward Chang

  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD), Springer (2008), pp. 374-389

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  Parallel Approximate Matrix Factorization for Kernel Methods

  Kaihua Zhu, Hang Cui, Hongjie Bai, Jian Li, Zhihuan Qiu, Hao Wang, Hui Xu, Edward Y. Chang

  IEEE International Conference on Multimedia and Expo(ICME) (2007)

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  Parallelizing Support Vector Machines on Distributed Computers

  Edward Y. Chang, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, Hang Cui

  Neural Information Processing Systems (NIPS) (2007)

Previous Publications

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  Collaborative filtering for orkut communities: discovery of user latent behavior

  Wen-Yen Chen, Jon-Chyuan Chu, Junyi Luan, Hongjie Bai, Yi Wang, Edward Y. Chang

  WWW '09: Proceedings of the 18th international conference on World wide web, ACM, New York, NY, USA (2009), pp. 681-690

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  PLDA: Parallel Latent Dirichlet Allocation for Large-Scale Applications

  Yi Wang, Hongjie Bai, Matt Stanton, Wen-Yen Chen, Edward Y. Chang

  AAIM '09: Proceedings of the 5th International Conference on Algorithmic Aspects in Information and Management, Springer-Verlag, Berlin, Heidelberg (2009), pp. 301-314

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  Parallel Spectral Clustering

  Yangqiu Song, Wen-Yen Chen, Hongjie Bai, Chih-Jen Lin, Edward Y. Chang

  ECML PKDD '08: Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II, Springer-Verlag, Berlin, Heidelberg (2008), pp. 374-389