Homepage of Tie-Yan Liu

Tie-Yan Liu

Lead Researcher, Microsoft Research Asia

Research Interests: Learning to Rank for IR, Infrastructure and Algorithms for Graph Learning.
 Email: tyliu AT microsoft DOT com
 Mailing address: 5/F, Beijing Sigma Center, No.49, Zhichun Road, Haidian District, Beijing, 100190, P. R. China.

News

Selected Publications

Conference Papers (* - Interns that I mentored when they were doing corresponding research works)

  1. Xiubo Geng*, Tie-Yan Liu, et al. Query-dependent Ranking using K-Nearest Neighbor, SIGIR 2008.
  2. Yuting Liu*, Bin Gao, Tie-Yan Liu, et al. BrowseRank: Letting Web Users Vote for Page Importance, SIGIR 2008.
  3. Jun Xu, Tie-Yan Liu, et al. Directly Optimizing IR Evaluation Measures in Learning to Rank, SIGIR 2008.
  4. Xiubo Geng*, Tie-Yan Liu, et al. Feature Selection for Ranking, SIGIR 2007.
  5. Mingfeng Tsai*, Tie-Yan Liu, et al. FRank: A Ranking Method with Fidelity Loss, SIGIR 2007.
  6. Tao Qin*, Tie-Yan Liu, et al. Ranking with Multiple Hyperplanes, SIGIR 2007.
  7. Tie-Yan Liu, Tao Qin*, et al. LETOR: Benchmark dataset for research on learning to rank for information retrieval, LR4IR 2007, in conjunction with SIGIR 2007.
  8. Guang Feng*, Tie-Yan Liu, et al. AggregateRank: Bringing Order to Websites, SIGIR 2006.
  9. Yunbo Cao, Jun Xu, Tie-Yan Liu, et al. Adapting Ranking SVM to Document Retrieval, SIGIR 2006.
  10. Tao Qin*, Tie-Yan Liu, et al. A Study on Relevance Propagation for Web Search, SIGIR 2005.
  11. Fen Xia*, Tie-Yan Liu, et al. Listwise Approach to Learning to Rank: Theorem and Algorithm, ICML 2008.
  12. Yanyan* Lan, Tie-Yan Liu, et al. Query-level Stability and Generalization in Learning to Rank, ICML 2008.
  13. Zhe Cao*, Tao Qin*, Tie-Yan Liu, et al. Learning to Rank: From Pairwise Approach to Listwise Approach. ICML 2007.
  14. Tao Qin*, Tie-Yan Liu, et al. Learning to Rank Relational Objects and Its Application to Web Search, WWW 2008.
  15. Yuting Liu*, Tie-Yan Liu, et al. Supervised Rank Aggregation, WWW 2007.
  16. Qiankun Zhao*, Chuhong Hoi, Tie-Yan Liu, et al. Time-Dependent Semantic Similarity Measure of Queries Using Historical Click-Through Data, WWW 2006.
  17. Qiankun Zhao*, Tie-Yan Liu, et al. Event Detection from Evolution of Click-through Data, KDD 2006.
  18. Bin Gao*, Tie-Yan Liu, et al. Consistent Bipartite Graph Co-Partitioning for Star-Structured High-Order Heterogeneous Data Co-Clustering, KDD 2005.
  19. Bin Gao*, Tie-Yan Liu, et al. Web Image Clustering by Consistent Utilization of Visual Features and Surrounding Texts, ACM Multimedia 2005.

Journal Papers

  1. Tao Qin*, Tie-Yan Liu, et al. Query-level Loss Function for Information Retrieval. Information Processing and Management, 2007.
  2. Tao Qin*, Xu-Dong Zhang, Tie-Yan Liu, et al. An Active Feedback Framework for Image Retrieval, Pattern Recognition Letters, 2007.
  3. Ying Bao*, Guang Feng*, Tie-Yan Liu, et al. Ranking Websites: A Probabilistic View, Internet Mathematics, 2007.
  4. Tie-Yan Liu, Bin Gao. High-Order Heterogeneous Data Mining, Book Chapter, Machine Learning and Its Applications, 2007.
  5. Tao Qin*, Tie-Yan Liu, et al. Topic Distillation Via Subsite Retrieval, Information Processing and Management, 2006.
  6. Bin Gao*, Tie-Yan Liu, et al. Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Co-partitioning, IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), 2005.
  7. Tie-Yan Liu, Yiming Yang, et al. Support Vector Machines Classification with Very Large Scale Taxonomy, SIGKDD Explorations, 2005.
  8. Tie-Yan Liu, Kwoktung Lo, et al. A New Cut Detection Algorithm with Constant False-Alarm Ratio for Video Segmentation, Journal of Visual Communications and Image Representation, 2004. [Most Cited Paper Award]
  9. Tie-Yan Liu, Xu-Dong Zhang, et al. Shot Reconstruction Degree: a Novel Criterion for Key Frame Selection, Pattern Recognition Letters, 2004.
  10. Tie-Yan Liu, Kwoktung Lo, et al. Frame Interpolation Scheme Using Inertia Motion Prediction. Signal Processing: Image Communication, 2003.
  11. Tie-Yan Liu, Kwoktung Lo, et al. Inertia-based Cut Detection and Its Integration with Video Coder. IEE Proceedings on Vision, Image and Signal Processing, 2003.

Recent Professional Activities

 

[ . . . Last update: May 2008  . . . ]