LETOR: A Benchmark Collection for Research on Learning to Rank for Information Retrieval
Tao Qin, Tie-Yan Liu, Jun Xu, Hang Li
August 2016
Tao Qin
Partner Research Manager
Publications
Publications by Year
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Ranking with query-dependent loss for web search
WSDM '10: Proceedings of the third ACM international conference on Web search and data mining | February 2010
WSDM '10: Proceedings of the third ACM international conference on Web search and data mining
ISBN: 978-1-60558-889-6
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Robust sparse rank learning for non-smooth ranking measures
SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval | July 2009
ISBN: 978-1-60558-483-6
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A General Approximation Framework for Direct Optimization of Information Retrieval Measures
Tao Qin, Tie-Yan Liu, Hang Li
MSR-TR-2008-164 | November 2008
Global Ranking of Documents Using Continuous Conditional Random Fields
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, De-Sheng Wang, Hang Li
MSR-TR-2008-156 | October 2008
Query dependent ranking using K-nearest neighbor
Tie-Yan Liu, Tao Qin, Hang Li, Harry Shum
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval | July 2008
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
ISBN: 978-1-60558-164-4
Query-level stability and generalization in learning to rank
Tie-Yan Liu, Tao Qin, Hang Li
ICML '08: Proceedings of the 25th international conference on Machine learning | July 2008
ISBN: 978-1-60558-205-4
Learning to rank relational objects and its application to web search
Tao Qin, Tie-Yan Liu, Hang Li
WWW '08: Proceeding of the 17th international conference on World Wide Web | April 2008
WWW '08: Proceeding of the 17th international conference on World Wide Web
ISBN: 978-1-60558-085-2
An active feedback framework for image retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma, Hong-Jiang Zhang
Pattern Recognition Letters | April 2008, Vol 29(5): pp. 637-646
Query-level loss functions for information retrieval
Tao Qin, Tie-Yan Liu, Hang Li
Information Processing Management | January 2008, Vol 44(2): pp. 838-855
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FRank: a ranking method with fidelity loss
Tie-Yan Liu, Tao Qin, Wei-Ying Ma
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | July 2007
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
ISBN: 978-1-59593-597-7
Ranking with multiple hyperplanes
Tao Qin, Tie-Yan Liu, Wei Lai, Hang Li
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | July 2007
ISBN: 978-1-59593-597-7
Learning to rank: from pairwise approach to listwise approach
Tao Qin, Tie-Yan Liu, Hang Li
ICML '07: Proceedings of the 24th international conference on Machine learning | June 2007
ISBN: 978-1-59593-793-3
Supervised rank aggregation
Tie-Yan Liu, Tao Qin, Hang Li
WWW '07: Proceedings of the 16th international conference on World Wide Web | May 2007
ISBN: 978-1-59593-654-7
Feature selection for ranking
Tie-Yan Liu, Tao Qin, Hang Li
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | May 2007
ISBN: 978-1-59593-597-7
Learning to Rank: From Pairwise Approach to Listwise Approach
Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, Hang Li
MSR-TR-2007-40 | April 2007
Topic distillation via sub-site retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma
Inf. Process. Manage. | March 2007, Vol 43(2): pp. 445-460
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FRank: A Ranking Method with Fidelity Loss
Ming-feng Tsai, Tie-Yan Liu, Tao Qin, Hsin-Hsi Chen, Wei-Ying Ma
MSR-TR-2006-155 | November 2006
Learning to Search Web Pages with Query-Level Loss Functions
Tao Qin, Tie-Yan Liu, Ming-feng Tsai, Xu-Dong Zhang, Hang Li
MSR-TR-2006-156 | November 2006
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Similarity space projection for web image search and annotation
Tao Qin, Tie-Yan Liu, Lei Zhang, Wei-Ying Ma
MIR '05: Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval | November 2005
ISBN: 1-59593-244-5
Web image clustering by consistent utilization of visual features and surrounding texts
Bin Gao, Tie-Yan Liu, Tao Qin, Wei-Ying Ma
MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia | November 2005
ISBN: 1-59593-044-2
Site abstraction for rare category classification in large-scale web directory
Tie-Yan Liu, Tao Qin, Zheng Chen, Wei-Ying Ma
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web | May 2005
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web
ISBN: 1-59593-051-5
Subspace Clustering and Label Propagation for Active Feedback in Image Retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma, Hong-Jiang Zhang
MMM '05: Proceedings of the 11th International Multimedia Modelling Conference | January 2005
ISBN: 0-7695-2164-9
Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning
Bin Gao, Tie-Yan Liu, Qian-Sheng Cheng, Guang Feng, Tao Qin, Wei-Ying Ma
IEEE Transactions on Knowledge and Data Engineering | January 2005
Web Image Clustering by Consistent Utilization of Visual Features and Surrounding Texts
Bin Gao, Tie-Yan Liu, Xin Zheng, Qian-Sheng Cheng, Wei-Ying Ma, Tao Qin
Proceedings of the 13th annual ACM international conference on Multimedia | January 2005
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A Study of Relevance Propagation for Web Search
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Zheng Chen, Wei-Ying Ma
June 2004
Publications by Research Area
-
LETOR: A Benchmark Collection for Research on Learning to Rank for Information Retrieval
Tao Qin, Tie-Yan Liu, Jun Xu, Hang Li
August 2016
A General Approximation Framework for Direct Optimization of Information Retrieval Measures
Tao Qin, Tie-Yan Liu, Hang Li
MSR-TR-2008-164 | November 2008
An active feedback framework for image retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma, Hong-Jiang Zhang
Pattern Recognition Letters | April 2008, Vol 29(5): pp. 637-646
FRank: A Ranking Method with Fidelity Loss
Ming-feng Tsai, Tie-Yan Liu, Tao Qin, Hsin-Hsi Chen, Wei-Ying Ma
MSR-TR-2006-155 | November 2006
Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning
Bin Gao, Tie-Yan Liu, Qian-Sheng Cheng, Guang Feng, Tao Qin, Wei-Ying Ma
IEEE Transactions on Knowledge and Data Engineering | January 2005
A Study of Relevance Propagation for Web Search
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Zheng Chen, Wei-Ying Ma
June 2004
-
Ranking with query-dependent loss for web search
WSDM '10: Proceedings of the third ACM international conference on Web search and data mining | February 2010
WSDM '10: Proceedings of the third ACM international conference on Web search and data mining
ISBN: 978-1-60558-889-6
Robust sparse rank learning for non-smooth ranking measures
SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval | July 2009
ISBN: 978-1-60558-483-6
Query dependent ranking using K-nearest neighbor
Tie-Yan Liu, Tao Qin, Hang Li, Harry Shum
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval | July 2008
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
ISBN: 978-1-60558-164-4
Query-level stability and generalization in learning to rank
Tie-Yan Liu, Tao Qin, Hang Li
ICML '08: Proceedings of the 25th international conference on Machine learning | July 2008
ISBN: 978-1-60558-205-4
Learning to rank relational objects and its application to web search
Tao Qin, Tie-Yan Liu, Hang Li
WWW '08: Proceeding of the 17th international conference on World Wide Web | April 2008
WWW '08: Proceeding of the 17th international conference on World Wide Web
ISBN: 978-1-60558-085-2
Query-level loss functions for information retrieval
Tao Qin, Tie-Yan Liu, Hang Li
Information Processing Management | January 2008, Vol 44(2): pp. 838-855
FRank: a ranking method with fidelity loss
Tie-Yan Liu, Tao Qin, Wei-Ying Ma
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | July 2007
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
ISBN: 978-1-59593-597-7
Ranking with multiple hyperplanes
Tao Qin, Tie-Yan Liu, Wei Lai, Hang Li
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | July 2007
ISBN: 978-1-59593-597-7
Learning to rank: from pairwise approach to listwise approach
Tao Qin, Tie-Yan Liu, Hang Li
ICML '07: Proceedings of the 24th international conference on Machine learning | June 2007
ISBN: 978-1-59593-793-3
Supervised rank aggregation
Tie-Yan Liu, Tao Qin, Hang Li
WWW '07: Proceedings of the 16th international conference on World Wide Web | May 2007
ISBN: 978-1-59593-654-7
Feature selection for ranking
Tie-Yan Liu, Tao Qin, Hang Li
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | May 2007
ISBN: 978-1-59593-597-7
Topic distillation via sub-site retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma
Inf. Process. Manage. | March 2007, Vol 43(2): pp. 445-460
Similarity space projection for web image search and annotation
Tao Qin, Tie-Yan Liu, Lei Zhang, Wei-Ying Ma
MIR '05: Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval | November 2005
ISBN: 1-59593-244-5
Web image clustering by consistent utilization of visual features and surrounding texts
Bin Gao, Tie-Yan Liu, Tao Qin, Wei-Ying Ma
MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia | November 2005
ISBN: 1-59593-044-2
Site abstraction for rare category classification in large-scale web directory
Tie-Yan Liu, Tao Qin, Zheng Chen, Wei-Ying Ma
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web | May 2005
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web
ISBN: 1-59593-051-5
Subspace Clustering and Label Propagation for Active Feedback in Image Retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma, Hong-Jiang Zhang
MMM '05: Proceedings of the 11th International Multimedia Modelling Conference | January 2005
ISBN: 0-7695-2164-9
Web Image Clustering by Consistent Utilization of Visual Features and Surrounding Texts
Bin Gao, Tie-Yan Liu, Xin Zheng, Qian-Sheng Cheng, Wei-Ying Ma, Tao Qin
Proceedings of the 13th annual ACM international conference on Multimedia | January 2005
-
Global Ranking of Documents Using Continuous Conditional Random Fields
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, De-Sheng Wang, Hang Li
MSR-TR-2008-156 | October 2008
Learning to Rank: From Pairwise Approach to Listwise Approach
Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, Hang Li
MSR-TR-2007-40 | April 2007
-
Learning to Search Web Pages with Query-Level Loss Functions
Tao Qin, Tie-Yan Liu, Ming-feng Tsai, Xu-Dong Zhang, Hang Li
MSR-TR-2006-156 | November 2006
-
A Study of Relevance Propagation for Web Search
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Zheng Chen, Wei-Ying Ma
June 2004
-
A Study of Relevance Propagation for Web Search
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Zheng Chen, Wei-Ying Ma
June 2004
Publications by Type
-
LETOR: A Benchmark Collection for Research on Learning to Rank for Information Retrieval
Tao Qin, Tie-Yan Liu, Jun Xu, Hang Li
August 2016
Ranking with query-dependent loss for web search
WSDM '10: Proceedings of the third ACM international conference on Web search and data mining | February 2010
WSDM '10: Proceedings of the third ACM international conference on Web search and data mining
ISBN: 978-1-60558-889-6
Robust sparse rank learning for non-smooth ranking measures
SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval | July 2009
ISBN: 978-1-60558-483-6
Query dependent ranking using K-nearest neighbor
Tie-Yan Liu, Tao Qin, Hang Li, Harry Shum
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval | July 2008
SIGIR '08: Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
ISBN: 978-1-60558-164-4
Query-level stability and generalization in learning to rank
Tie-Yan Liu, Tao Qin, Hang Li
ICML '08: Proceedings of the 25th international conference on Machine learning | July 2008
ISBN: 978-1-60558-205-4
Learning to rank relational objects and its application to web search
Tao Qin, Tie-Yan Liu, Hang Li
WWW '08: Proceeding of the 17th international conference on World Wide Web | April 2008
WWW '08: Proceeding of the 17th international conference on World Wide Web
ISBN: 978-1-60558-085-2
FRank: a ranking method with fidelity loss
Tie-Yan Liu, Tao Qin, Wei-Ying Ma
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | July 2007
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
ISBN: 978-1-59593-597-7
Ranking with multiple hyperplanes
Tao Qin, Tie-Yan Liu, Wei Lai, Hang Li
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | July 2007
ISBN: 978-1-59593-597-7
Learning to rank: from pairwise approach to listwise approach
Tao Qin, Tie-Yan Liu, Hang Li
ICML '07: Proceedings of the 24th international conference on Machine learning | June 2007
ISBN: 978-1-59593-793-3
Supervised rank aggregation
Tie-Yan Liu, Tao Qin, Hang Li
WWW '07: Proceedings of the 16th international conference on World Wide Web | May 2007
ISBN: 978-1-59593-654-7
Feature selection for ranking
Tie-Yan Liu, Tao Qin, Hang Li
SIGIR '07: Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval | May 2007
ISBN: 978-1-59593-597-7
Similarity space projection for web image search and annotation
Tao Qin, Tie-Yan Liu, Lei Zhang, Wei-Ying Ma
MIR '05: Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval | November 2005
ISBN: 1-59593-244-5
Web image clustering by consistent utilization of visual features and surrounding texts
Bin Gao, Tie-Yan Liu, Tao Qin, Wei-Ying Ma
MULTIMEDIA '05: Proceedings of the 13th annual ACM international conference on Multimedia | November 2005
ISBN: 1-59593-044-2
Site abstraction for rare category classification in large-scale web directory
Tie-Yan Liu, Tao Qin, Zheng Chen, Wei-Ying Ma
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web | May 2005
WWW '05: Special interest tracks and posters of the 14th international conference on World Wide Web
ISBN: 1-59593-051-5
Subspace Clustering and Label Propagation for Active Feedback in Image Retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma, Hong-Jiang Zhang
MMM '05: Proceedings of the 11th International Multimedia Modelling Conference | January 2005
ISBN: 0-7695-2164-9
Web Image Clustering by Consistent Utilization of Visual Features and Surrounding Texts
Bin Gao, Tie-Yan Liu, Xin Zheng, Qian-Sheng Cheng, Wei-Ying Ma, Tao Qin
Proceedings of the 13th annual ACM international conference on Multimedia | January 2005
A Study of Relevance Propagation for Web Search
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, Zheng Chen, Wei-Ying Ma
June 2004
-
A General Approximation Framework for Direct Optimization of Information Retrieval Measures
Tao Qin, Tie-Yan Liu, Hang Li
MSR-TR-2008-164 | November 2008
Global Ranking of Documents Using Continuous Conditional Random Fields
Tao Qin, Tie-Yan Liu, Xu-Dong Zhang, De-Sheng Wang, Hang Li
MSR-TR-2008-156 | October 2008
Learning to Rank: From Pairwise Approach to Listwise Approach
Zhe Cao, Tao Qin, Tie-Yan Liu, Ming-Feng Tsai, Hang Li
MSR-TR-2007-40 | April 2007
Learning to Search Web Pages with Query-Level Loss Functions
Tao Qin, Tie-Yan Liu, Ming-feng Tsai, Xu-Dong Zhang, Hang Li
MSR-TR-2006-156 | November 2006
FRank: A Ranking Method with Fidelity Loss
Ming-feng Tsai, Tie-Yan Liu, Tao Qin, Hsin-Hsi Chen, Wei-Ying Ma
MSR-TR-2006-155 | November 2006
-
An active feedback framework for image retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma, Hong-Jiang Zhang
Pattern Recognition Letters | April 2008, Vol 29(5): pp. 637-646
Query-level loss functions for information retrieval
Tao Qin, Tie-Yan Liu, Hang Li
Information Processing Management | January 2008, Vol 44(2): pp. 838-855
Topic distillation via sub-site retrieval
Tao Qin, Tie-Yan Liu, Wei-Ying Ma
Inf. Process. Manage. | March 2007, Vol 43(2): pp. 445-460
Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning
Bin Gao, Tie-Yan Liu, Qian-Sheng Cheng, Guang Feng, Tao Qin, Wei-Ying Ma
IEEE Transactions on Knowledge and Data Engineering | January 2005