2008
- 68. Fen Xia, Tie-Yan Liu, et al. Approach to Learning
to Rank - Theory and Algorithm, ICML 2008.
67. Yanyan Lan, Tie-Yan Liu, et al. Query-level Stability and
Generalization in Learning to Rank, ICML 2008.
66. Xiubo Geng, Tie-Yan Liu, et al. Query-dependent
Ranking using K-Nearest Neighbor, SIGIR 2008.
65. Yuting Liu, Bin Gao, Tie-Yan Liu, et al. BrowseRank: Letting Web
Users Vote for Page Importance, SIGIR 2008.
64. Jun Xu, Tie-Yan Liu, et al. Directly Optimizing IR Evaluation
Measures in Learning to Rank, SIGIR 2008.
63. Tao Qin, Tie-Yan Liu, et al. Learning to Rank
Relational Objects and Its Application to Web Search, WWW 2008.
2007
- 62. Xiubo Geng, Tie-Yan Liu, et al. Feature Selection for
Ranking, SIGIR 2007.
- 61. Mingfeng Tsai, Tie-Yan Liu, et al. FRank: A Ranking
Method with Fidelity Loss, SIGIR 2007.
- 60. Tao Qin, Tie-Yan Liu, et al. Ranking with Multiple Hyperplanes, SIGIR 2007.
- 59. 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.
- 58. Thorsten Joachims, Hang Li, Tie-Yan Liu, Chengxiang Zhai,
SIGIR Workshop Report: Learning to Rank for Information Retrieval (LR4IR
2007), SIGIR Forum, 2007.
- 57. Zhe Cao, Tao Qin, Tie-Yan Liu, et al. Learning to Rank:
From Pairwise Approach to Listwise Approach. ICML 2007.
- 56. Yuting Liu, Tie-Yan Liu, et al. Supervised Rank
Aggregation, WWW 2007.
- 55. Tao Qin, Tie-Yan Liu, et al. Query-level Loss Function
for Information Retrieval. Information Processing and Management,
2007.
- 54. Ying Bao, Guang Feng, Tie-Yan Liu, et al.
Ranking Websites: A Probabilistic View, Internet Mathematics,
2007.
- 53. Tao Qin, Xu-Dong Zhang, Tie-Yan Liu, et al. An Active Feedback
Framework for Image Retrieval, Pattern Recognition Letters,
2007.
- 52. Li Zhang, Tie-Yan Liu, et al. N-step PageRank for Web
Search, ECIR 2007.
- 51. Tie-Yan Liu, Huai-Yuan Yang, et al. Fast Large-Scale
Spectral Clustering by Sequential Shrinkage Optimization, ECIR 2007.
- 50. Tie-Yan Liu, Bin Gao. High-Order Heterogeneous Data
Mining, Book Chapter, Machine Learning and Its Applications,
Tsinghua University Press, 2007.
- 49. Tie-Yan Liu, Jun Xu, et al. Learning to Rank for
Information Retrieval, Transactions of Chinese Association of Computer
Science, 2007.
- 48. Lei Yang, Lei Qi, Yan-Ping Zhao, Bin Gao, and Tie-Yan
Liu, Link Analysis using Time Series of Web Graphs, CIKM 2007.
2006
- 47. Qiankun Zhao, Tie-Yan Liu, et al. Event Detection from Evolution of Click-through Data,
KDD 2006.
- 46. Guang Feng, Tie-Yan Liu, et al. AggregateRank: Bringing Order to Websites,
SIGIR 2006.
- 45. Yunbo Cao, Jun Xu, Tie-Yan Liu, et al. Adapting
Ranking SVM to Document Retrieval, SIGIR
2006.
- 44. Qiankun Zhao, Chuhong Hoi, Tie-Yan Liu, etc.
Time-Dependent Semantic Similarity Measure of Queries Using Historical
Click-Through Data, WWW 2006.
- 43. Tao Qin, Tie-Yan Liu, et al. Topic Distillation Via Subsite Retrieval,
Information Processing and Management,
2006.
- 42. Bo Chen, Bin Gao, Tie-Yan Liu, et al. Fast Spectral
Clustering of Data with Sequential Matrix Compression, ECML 2006.
- 41. Bin Gao, Tie-Yan Liu, et al.
Star-Structured High-Order Heterogeneous Data Co-clustering based on
Consistent Information Theory, ICDM 2006.
- 40. Guoyang Shen, Bin Gao, Tie-Yan Liu, et al. Detecting Link Spam from Temporal Statistics of Websites,
ICDM 2006.
- 39. Guang Feng, Tie-Yan Liu, et al. Level-biased
Statistics in the Hierarchical Structure of the Web, PAKDD 2006.
- 38. Tie-Yan Liu, Huaiyuan Yang, et al. Heterogeneous
Information Integration in Hierarchical Text Classification, PAKDD
2006.
- 37. Tao Qin, Tie-Yan Liu, et al. Learning to Search Web Pages with Query-Level Loss Functions,
Microsoft Technical Report, MSR-TR-2006-156.
- 36. Ming-Feng Tsai, Tie-Yan Liu, et al. FRank: A Ranking Method with Fidelity Loss,
Microsoft
Technical Report, MSR-TR-2006-155.
2005
- 35. Tao Qin, Tie-Yan Liu, et al. A Study on Relevance
Propagation for Web Search, SIGIR 2005.
- 34. Bin Gao, Tie-Yan Liu, et al. Consistent Bipartite
Graph Co-Partitioning for Star-Structured High-Order Heterogeneous Data
Co-Clustering, KDD 2005.
- 33. Bin Gao, Tie-Yan Liu, et al. Web Image Clustering by Consistent Utilization of
Visual Features and Surrounding Texts, ACM Multimedia 2005.
- 32. 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.
- 31. Tie-Yan Liu, Yiming Yang, et al. Support
Vector Machines Classification with Very Large Scale Taxonomy, SIGKDD Explorations,
2005.
- 30. Hao WAN, Tie-Yan Liu, et al. Site
Abstraction for Rare Category Classification in Large-scale Web
Directory, WWW 2005.
- 29. Tie-Yan Liu, Yiming Yang, et al. An
Experimental Study on Large-Scale Web Categorization, WWW
2005.
- 28. Tie-Yan Liu, Hao Wan, et al. Editor Labeling
Model for Training Set Expansion in Web Categorization, WI 2005.
- 27. Tie-Yan Liu, Wei-Ying Ma. Webpage Importance Analysis
using Conditional Markov Random Walk, WI 2005.
- 26. Ying Liu, Tao Qin, Tie-Yan Liu, et al. Similarity
Space Projection: A Novel Framework for Web Image Search and Annotation,
MIR 2005.
- 25. Guang Feng, Tie-Yan Liu, et al.
Level-based Link Analysis, APWeb 2005.
- 24. Hui-Min Yan, Tao Qin, Tie-Yan Liu, et al. Calculating Webpage Importance with Site
Structure Constraints, AIRS 2005.
- 23. Tao Qin, Tie-Yan Liu, et al. Subsite Retrieval: A
Novel Concept for Topic Distillation, AIRS 2005.
- 22. Tao Qin, Tie-Yan Liu, et al. Subspace
Clustering and Label Propagation for Active Feedback in Image Retrieval.
MMM 2005.
- 21. Tie-Yan Liu, Hong-Jiang Zhang, Effective Feature
Extraction for Play Detection in American Football Video. MMM 2005.
2004
- 20. 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]
- 19. Tie-Yan Liu, Xu-Dong Zhang, et al. Shot Reconstruction
Degree: a Novel Criterion for Key Frame Selection, Pattern Recognition
Letters, vol.25, pp1451-1457, 2004.
- 18. Tie-Yan Liu, Tao Qin and Hong-Jiang Zhang.
Time-constraint Boost for TV Commercials Detection. ICIP 2004.
- 17. Ruihua Song, Ji-Rong Wen, Shuming Shi, Guomao Xin,
Tie-Yan Liu, Tao Qin, Xin Zheng, et al, Microsoft Research Asia at Web Track
and Terabyte Track of TREC 2004, TREC 2004.
- 16. Bin Gao, Tie-Yan Liu, et al. A Linear Approximation Based
Method for Noise-Robust and Illumination-invariant Image Change Detection.
PCM 2004.
- 15. Tie-Yan Liu, Xu-Dong Zhang, et al. Motion Inertia Based
Algorithms for Digital Video Coding. Scientific Journal of Tsinghua
University, 2004.
2003
- 14. Tie-Yan Liu, Kwoktung Lo, et al. Frame Interpolation
Scheme Using Inertia Motion Prediction. Signal Processing: Image
Communication, 2003.
- 13. 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.
- 12. Xu-Dong Zhang, Tie-Yan Liu, et al. Dynamic Selection
and Effective Compression of Key Frames for Video Abstraction. Pattern Recognition Letters,
2003.
- 11. Tie-Yan Liu, Xu-Dong Zhang, et al. Fine Structure
Recognition of Video Shot Transition Using Adaptive Gradient Slice. Journal of Image and Graphics,
2003.
Before 2003
- 10. Tie-Yan Liu, Xu-Dong Zhang, et al. Constant
False-alarm Ratio Processing for Video Cut Detection, ICIP 2002.
- 9. Tie-Yan Liu, Xu-Dong Zhang, et al. A Novel
Video-coding Algorithm for Remote Surveillance. ICSP 2002.
- 8. Zhixin Liu, Tie-Yan Liu and Xu-Dong Zhang. Joint
Random Optimized Three-step Search Algorithm based on Gray and Chromatic
Information. Journal of Electronics, 2002.
- 7. Zhixin Liu, Tie-Yan Liu, et al. A New Feature for Cut
Detection Based on Optical Flow Equation. Scientific Journal of
Tsinghua University, 2001.
- 6. Zhixin Liu, Tie-Yan Liu, Xu-Fong Zhang. An Efficient
Cut Detection Algorithm based on Optical Flow Equation. Journal of
Signal Processing, 2001.
- 5. Jian Feng, Tie-Yan Liu, et al. Adaptive Motion
Tracking for Fast Block Motion Estimation. ISCAS 2001.
- 4. Tie-Yan Liu, Xu-Dong Zhang, et al. Inertia-based Cut
Detection Technique: A Step to the Integration of Video Coding and
Content-based Retrieval. ICSP 2000.
- 3. Tie-Yan Liu, Xu-Dong Zhang, et al. Research on DSPs-based
Multimedia Communication Terminal System. ISSPIS 1999.
- 2. Tie-Yan Liu, Xu-Dong Zhang, et al. An Improved
Three-Step Search Algorithm for Block Motion Estimation. APCC/OECC
1999.
- 1. Tie-Yan Liu, Xu-Dong Zhang, et al. A Low Bit Rate
Multimedia Communication System with Improved Software-based H.263
codec. ICCT 1998.