Shenghuo Zhu


2002

doi dblp
Document clustering with cluster refinement and model selection capabilities
Xin Liu | Yihong Gong | Wei Xu | Shenghuo Zhu
SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, August 11-15, 2002, Tampere, Finland

2003

doi dblp
Efficient multi-way text categorization via generalized discriminant analysis
Tao Li | Shenghuo Zhu | Mitsunori Ogihara
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003

doi dblp
Topic hierarchy generation via linear discriminant projection
Tao Li | Shenghuo Zhu | Mitsunori Ogihara
SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28 - August 1, 2003, Toronto, Canada

2005

doi dblp
Multi-labelled classification using maximum entropy method
Shenghuo Zhu | Xiang Ji | Wei Xu | Yihong Gong
SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, Salvador, Brazil, August 15-19, 2005

2007

doi dblp
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

2008

doi dblp
Probabilistic polyadic factorization and its application to personalized recommendation
Yun Chi | Shenghuo Zhu | Yihong Gong | Yi Zhang
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

doi dblp
Integrating clustering and multi-document summarization to improve document understanding
Dingding Wang | Shenghuo Zhu | Tao Li | Yun Chi | Yihong Gong
Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM 2008, Napa Valley, California, USA, October 26-30, 2008

doi dblp
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization
Dingding Wang | Tao Li | Shenghuo Zhu | Chris H. Q. Ding
Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2008, Singapore, July 20-24, 2008

doi dblp
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

doi dblp
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

doi dblp
Facetnet: a framework for analyzing communities and their evolutions in dynamic networks
Yu-Ru Lin | Yun Chi | Shenghuo Zhu | Hari Sundaram | Belle L. Tseng
Proceedings of the 17th International Conference on World Wide Web, WWW 2008, Beijing, China, April 21-25, 2008

doi dblp
Text categorization via generalized discriminant analysis
Tao Li | Shenghuo Zhu | Mitsunori Ogihara
2008 Volume 44 Issue 5

2009

doi dblp
Comparative document summarization via discriminative sentence selection
Dingding Wang | Shenghuo Zhu | Tao Li | Yihong Gong
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

doi dblp
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

doi dblp
A latent topic model for linked documents
Zhen Guo | Shenghuo Zhu | Yun Chi | Zhongfei Zhang | 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

2010

doi dblp
FacetCube: a framework of incorporating prior knowledge into non-negative tensor factorization
Yun Chi | Shenghuo Zhu
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2011

doi dblp
Can irrelevant data help semi-supervised learning, why and how?
Haiqin Yang | Shenghuo Zhu | Irwin King | Michael R. Lyu
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011