2015

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Big Data: New Paradigm or "Sound and Fury, Signifying Nothing"?
Andrei Z. Broder | Lada A. Adamic | Michael J. Franklin | Maarten de Rijke | Eric P. Xing | Kai Yu
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, WSDM 2015, Shanghai, China, February 2-6, 2015

2009

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UCSC at Relevance Feedback Track
Lanbo Zhang | Jadiel de Arma | Kai Yu
Proceedings of The Eighteenth Text REtrieval Conference, TREC 2009, Gaithersburg, Maryland, USA, November 17-20, 2009

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Fast nonparametric matrix factorization for large-scale collaborative filtering
Kai Yu | Shenghuo Zhu | John D. Lafferty | Yihong Gong
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2009, Boston, MA, USA, July 19-23, 2009

2008

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Non-greedy active learning for text categorization using convex transductive experimental design
Kai Yu | Shenghuo Zhu | Wei Xu | Yihong Gong
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

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Learning multiple graphs for document recommendations
Ding Zhou | Shenghuo Zhu | Kai Yu | Xiaodan Song | Belle L. Tseng | Hongyuan Zha | C. Lee Giles
Proceedings of the 17th International Conference on World Wide Web, WWW 2008, Beijing, China, April 21-25, 2008

2007

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Combining content and link for classification using matrix factorization
Shenghuo Zhu | Kai Yu | Yun Chi | Yihong Gong
SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Amsterdam, The Netherlands, July 23-27, 2007

2005

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Multi-label informed latent semantic indexing
Kai Yu | Shipeng Yu | Volker Tresp
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2004

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A nonparametric hierarchical bayesian framework for information filtering
Kai Yu | Volker Tresp | Shipeng Yu
SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Sheffield, UK, July 25-29, 2004

2003

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Representative Sampling for Text Classification Using Support Vector Machines
Zhao Xu | Kai Yu | Volker Tresp | Xiaowei Xu | Jizhi Wang
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

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A Hybrid Relevance-Feedback Approach to Text Retrieval
Zhao Xu | Xiaowei Xu | Kai Yu | Volker Tresp
Advances in Information Retrieval, 25th European Conference on IR Research, ECIR 2003, Pisa, Italy, April 14-16, 2003, Proceedings

2002

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Removing redundancy and inconsistency in memory-based collaborative filtering
Kai Yu | Xiaowei Xu | Anton Schwaighofer | Volker Tresp | Hans-Peter Kriegel
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

2001

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Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering
Kai Yu | Xiaowei Xu | Martin Ester | Hans-Peter Kriegel
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001

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