Jian-Tao Sun's Publication List
- Lianghao Li, Xiaoming Jin, Sinno Jialin Pan, and Jian-Tao Sun, Multi-Domain Active Learning for Text Classification, in The 18th ACM SIGKDD conference on Knowledge Discovery and Data Mining (KDD 2012), ACM, August 2012
- Yan Xu, Jiahua Liu, Jiajun Wu, Yue Wang, Zhuowen Tu, Jian-Tao Sun, Junichi Tsujii, and Eric Chang, A classification approach to coreference in discharge summaries: 2011 i2b2 challenge, in Journal of the American Medical Informatics Association, 2012
- Bingyue Peng, Yujing Wang, and Jian-Tao Sun, Mining Mobile Users' Activities based on Search Query Text and Context, in The 16th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2012), ACM, 2012
- Yan Xu, Yue Wang, Jiahua Liu, Zhuowen Tu, Jian-Tao Sun, Junichi Tsujii, and Eric Chang, Suicide Note Sentiment Classification: A Supervised Approach Augmented by Web Data, in Biomedical Informatics Insights, Libertas Academica, January 2012
- Bin Cao, Xiaochuan Ni, Jian-Tao Sun, Gang Wang, and Qiang Yang, Distance Metric Learning under Covariate Shift., in Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI-11), IJCAI, July 2011
- Minmin Chen, Jian-Tao Sun, Xiaochuan Ni, and Yixin Chen, Improving Context-Aware Query Classification via Adaptive Self-training, in 20th ACM Conference on Information and Knowledge Management (CIKM), ACM, 2011
- Yujing Wang, Xiaochuan Ni, Jian-Tao Sun, Yunhai Tong, and Zheng Chen, Representing Document as Dependency Graph for Document Clustering, in 20th ACM Conference on Information and Knowledge Management (CIKM), ACM, 2011
- Bin Cao, Qiang Yang, Jian-Tao Sun, and Zheng Chen, Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization, in Data mining and knowledge discovery, Springer, 2011
- Yuchen Liu, Xiaochuan Ni, Jian-Tao Sun, and Zheng Chen, Unsupervised Transactional Query Classification Based on Webpage Form Understanding, in 20th ACM Conference on Information and Knowledge Management (CIKM), ACM, 2011
- Wei Cheng, Xiaochuan Ni, Jian-Tao Sun, Xiaoming Jin, Hye-Chung Kum, Xiang Zhang, and Wei Wang, Measuring Opinion Relevance in Latent Topic Space, in The 3rd IEEE International Conference on Social Computing (SocialCom2011), IEEE, 2011
- Xiaochuan Ni, Jian-Tao Sun, Jian Hu, and Zheng Chen, Cross lingual text classification by mining multilingual topics from wikipedia, in WSDM '11 Proceedings of the fourth ACM international conference on Web search and data mining , ACM, 2011
- Sinno Jialin Pan, Xiaochuan Ni, Jian-Tao Sun, Qiang Yang, and Zheng Chen, Cross-Domain Sentiment Classification via Spectral Feature Alignment., in The 19th International World Wide Web Conference (WWW-10), Association for Computing Machinery, Inc., April 2010
- Derek Hao Hu, Dou Shen, Jian-Tao Sun, Qiang Yang, and Zheng Chen, Context-Aware Online Commercial Intention Detection, in The 1st Asian Conference on Machine Learning (ACML'09)., IEEE Computer Society, November 2009
- Dou Shen, Jianmin Wu, Bin Cao, Jian-Tao Sun, Qiang Yang, Zheng Chen, and Ying Li, Exploiting Term Relationship To Boost Text Classification, in The 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Association for Computing Machinery, Inc., November 2009
- Wei Cheng, Xiaoming Jin, and Jian-Tao Sun, Probabilistic Similarity Query on Dimension Incomplete Data, in The 2009 edition of the IEEE International Conference on Data Mining series (ICDM 2009), IEEE Communications Society, October 2009
- Xiaochuan Ni, Jian-Tao Sun, Jian Hu, and Zheng Chen, Mining multilingual topics from wikipedia, in Proceedings of the 18th international conference on World wide web, Association for Computing Machinery, Inc., April 2009
- Jian Hu, Gang Wang, Fred Lochovsky, Jian-Tao Sun, and Zheng Chen, Understanding user's query intent with wikipedia, in Proceedings of the 18th international conference on World wide web (WWW'09), ACM, 2009
- Bin Cao, Jian-Tao Sun, Evan Wei Xiang, Derek Hao Hu, Qiang Yang, and Zheng Chen, PQC: Personalized Query Classification, in The 18th ACM Conference on Information and Knowledge Management (CIKM 2009), Association for Computing Machinery, Inc., 2009
- Huanhuan Cao, Derek Hao Hu, Dou Shen, Daxin Jiang, Jian-Tao Sun, Enhong Chen, and Qiang Yang, Context-Aware Query Classification, in SIGIR' 09, The 32nd Annual ACM SIGIR Conference, Association for Computing Machinery, Inc., 2009
- Bishan Yang, Jian-Tao Sun, Tengjiao Wang, and Zheng Chen, Effective Multi-Label Active Learning for Text Classification, in The 15th ACM SIGKDD Conference On Knowledge Discovery and Data Mining, Association for Computing Machinery, Inc., 2009
- Bin Cao, Jian-Tao Sun, Jianmin Wu, Qiang Yang, and Zheng Chen, Learning Bidirectional Similarity for Collaborative Filtering, in ECML PKDD '08: Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases, Springer-Verlag, Berlin, Heidelberg, 15 September 2008
- Xuanhui Wang, Tao Tao, Jian-Tao Sun, Azadeh Shakery, and Chengxiang Zhai, DirichletRank: Solving the zero-one gap problem of PageRank, in ACM Transactions on Information Systems (TOIS), vol. 26, no. 2, pp. 1–29, Association for Computing Machinery, Inc., New York, NY, USA, 2008
- Bin Cao, Dou Shen, Jian-Tao Sun, Xuanhui Wang, Qiang Yang, and Zheng Chen, Latent Factor Detection and Tracking with Online Non Negative Matrix Factorization, in IJCAI '07: International Joint Conferences on Artificial Intelligence, American Association for Artificial Intelligence , 2007
- Dou Shen, Jian-Tao Sun, Hua Li, Qiang Yang, and Zheng Chen, Document Summarization using Conditional Random Fields, in IJCAI '07: International Joint Conferences on Artificial Intelligence, American Association for Artificial Intelligence , 2007
- Bin Cao, Dou Shen, Jian-Tao Sun, Qiang Yang, and Zheng Chen, Feature selection in a kernel space, in International Conference on Machine Learning, 2007
- Xuanhui Wang, Jian-Tao Sun, and Zheng Chen, Shine: search heterogeneous interrelated entities, in CIKM '07: Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, ACM, New York, NY, USA, 2007
- Shen Huang, Jian-Tao Sun, Xuanhui Wang, Hua-Jun Zeng, and Zheng Chen, Subjectivity Categorization of Weblog with Part-of-Speech Based Smoothing, in ICDM '06: Proceedings of the Sixth International Conference on Data Mining, IEEE Computer Society, Washington, DC, USA, 2006
- Dou Shen, Jian-Tao Sun, Qiang Yang, and Zheng Chen, A comparison of implicit and explicit links for web page classification, in WWW '06: Proceedings of the 15th international conference on World Wide Web, ACM, New York, NY, USA, 2006
- Dou Shen, Qiang Yang, Jian-Tao Sun, and Zheng Chen, Thread detection in dynamic text message streams, in SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, ACM, New York, NY, USA, 2006
- Jian-Tao Sun, Xuanhui Wang, Dou Shen, Hua-Jun Zeng, and Zheng Chen, CWS: a comparative web search system, in WWW '06: Proceedings of the 15th international conference on World Wide Web, ACM, New York, NY, USA, 2006
- Dou Shen, Jian-Tao Sun, Qiang Yang, Hui Zhao, and Zheng Chen, Text Classification Improved through Automatically Extracted Sequences, in ICDE '06: Proceedings of the 22nd International Conference on Data Engineering, IEEE Computer Society, Washington, DC, USA, 2006
- Dou Shen, Jian-Tao Sun, Qiang Yang, and Zheng Chen, Text classification improved through multigram models, in CIKM '06: Proceedings of the 15th ACM international conference on Information and knowledge management, ACM, New York, NY, USA, 2006
- Dou Shen, Jian-Tao Sun, Qiang Yang, and Zheng Chen, Building bridges for web query classification, in SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, ACM, New York, NY, USA, 2006
- Dou Shen, Jian-Tao Sun, Qiang Yang, and Zheng Chen, Latent Friend Mining from Blog Data, IEEE Computer Society, Los Alamitos, CA, USA, 2006
- Jian-Tao Sun, Xuanhui Wang, Dou Shen, Hua-Jun Zeng, and Zheng Chen, Mining clickthrough data for collaborative web search, in WWW '06: Proceedings of the 15th international conference on World Wide Web, ACM, New York, NY, USA, 2006
- Dou Shen, Rong Pan, Jian-Tao Sun, Jeffrey Junfeng Pan, Kangheng Wu, Jie Yin, and Qiang Yang, Query enrichment for web-query classification, in ACM Transactions on Information Systems (TOIS), vol. 24, no. 3, pp. 320–352, ACM, New York, NY, USA, 2006
- Xuanhui Wang, Jian-Tao Sun, Zheng Chen, and ChengXiang Zhai, Latent semantic analysis for multiple-type interrelated data objects, in SIGIR '06: Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, ACM, New York, NY, USA, 2006
- Jian-Tao Sun, Dou Shen, Huajun Zeng, Qiang Yang, Yuchang Lu, and Zheng Chen, Web-Page Summarization Using Clickthrough Data, Association for Computing Machinery, Inc., August 2005
- Mo Chen, Jian-Tao Sun, Hua-Jun Zeng, and Kwok-Yan Lam, A practical system of keyphrase extraction for web pages, in CIKM '05: Proceedings of the 14th ACM international conference on Information and knowledge management, ACM, New York, NY, USA, 2005
- Dou Shen, Rong Pan, Jian-Tao Sun, Jeffrey Junfeng Pan, Kangheng Wu, Jie Yin, and Qiang Yang, Q2C@UST: Our Winning Solution to Query Classification in KDDCUP 2005, in SIGKDD Explorations, vol. 7, no. 2, pp. 100–110, Association for Computing Machinery, Inc., 2005
- Jian-Tao Sun, Hua-Jun Zeng, Huan Liu, Yuchang Lu, and Zheng Chen, CubeSVD: a novel approach to personalized Web search, in WWW '05: Proceedings of the 14th international conference on World Wide Web, ACM, New York, NY, USA, 2005
- Jiantao Sun, Benyu Zhang, Zheng Chen, Yuchang Lu, Cuiyi Shi, and Wei-Ying Ma, GE-CKO: A Method to Optimize Composite Kernels for Web Page Classification, in IEEE/WIC International Conference on Web Intelligence 2004, IEEE Computer Society, January 2004
- Jian-Tao Sun, Zheng Chen, Hua-Jun Zeng, Yu-Chang Lu, Chun-Yi Shi, and Wei-Ying Ma, Supervised Latent Semantic Indexing for Document Categorization, in ICDM '04: Proceedings of the Fourth IEEE International Conference on Data Mining, IEEE Computer Society, Washington, DC, USA, 2004
