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Welcome to the Homepage of Shipeng Yu (  ) 数据挖掘研究院
数据挖掘研究院
数据挖掘实验室
[About Me] [Research Interests] [Selected Publications] [Contact Me] 数据挖掘交友
Friends: Kai Yu Deng Cai 数据挖掘论坛
About Me 数据挖掘论坛
I am currently a Ph.D. student in Institute for Computer Science, University of Munich (LMU), supervised by Prof. Dr. Hans-Peter Kriegel and Dr. Volker Tresp (Siemens AG). I′m funded by a Siemens doctoral scholarship, and currently collaborating closely with Dr. Volker Tresp, Dr. Kai Yu and Zhao Xu. 数据挖掘研究院
Before coming to Germany, I got my M. Sc. and B. Sc. from Department of Information Science, School of Mathematical Sciences at Peking University, P. R. China. I was also a visiting student at Microsoft Research Asia and worked with Dr. Jinlin Chen, Dr. Ji-Rong Wen and Dr. Wei-Ying Ma. 数据挖掘工具
Here is my CV (html, pdf). 数据挖掘实验室
Research Interests 数据挖掘交友
Selected Publications 数据挖掘研究院
 Shipeng Yu, Kai Yu, and Volker Tresp, Collaborative Ordinal Regression. In Learning to Rank, Workshop in Neural Information Processing Systems 18 (NIPS′05), 2005. [pdf 153K]
- Kai Yu, Shipeng Yu, and Volker Tresp, Soft Clustering on Graphs. In Advances in Neural Information Processing Systems 18 (NIPS′05), 2005.
- Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, and Hans-Peter Kriegel, Hierarchy-Regularized Latent Semantic Indexing. In the 5th IEEE international conference on data mining (ICDM′2005), New Orleans, Louisiana, November 27-30, 2005.
- Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. A Probabilistic Clustering-Projection Model for Discrete Data. In the 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD′2005), Porto, Portugal, October 3-7, 2005. (Best Paper Runner-Up / Best Student Paper Runner-Up) [pdf 358K]
- Kai Yu, Shipeng Yu, Volker Tresp. Blockwise Supervised Inference on Large Graphs. In the Proceedings of Workshop on Learning with Partially Classified Training Data at the 22nd International Conference on Machine Learning (ICML′2005), Bonn, Germany, 7-11 August, 2005. [pdf 421K]
- Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel. Dirichlet Enhanced Relational Learning. In the 22nd International Conference on Machine Learning (ICML′2005), Bonn, Germany, 7-11 August, 2005. [pdf 353K]
- Kai Yu, Shipeng Yu, Volker Tresp. Multi-Label Informed Latent Semantic Indexing. In the 28th Annual International ACM SIGIR Conference (SIGIR′2005), 2005. [pdf 218K]
- Kai Yu, Shipeng Yu, Volker Tresp. Multi-Output Regularized Projection. In the International IEEE Conference on Computer Vision and Pattern Recognition (CVPR’2005), 2005. [pdf 256K]
- Kai Yu, Shipeng Yu, Volker Tresp. Dirichlet Enhanced Latent Semantic Analysis. In the Tenth International Workshop on Artificial Intelligence and Statistics (AISTATS′2005), 2005. [pdf 526K]
- Kai Yu, Volker Tresp, Shipeng Yu. A Nonparametric Hierarchical Bayesian Framework for Information Filtering. In the 27th Annual International ACM SIGIR Conference (SIGIR′2004), 2004. [pdf 391K]
- Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. Block-based Web Search. In the 27th Annual International ACM SIGIR Conference (SIGIR′2004), 2004. [pdf 205K] [slide 587K]
- Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, Wei-Ying Ma. Microsoft Research Asia at The Web Track of TREC 2003. In the Twelfth Text Retrieval Conference (TREC′12), 2003. [pdf 356K]
- Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. VIPS: a vision-based page segmentation algorithm. Microsoft Technical Report, MSR-TR-2003-79, 2003.
- Shipeng Yu, Research on Theory and Application of Role-Based Access Control (in Chinese). Master Thesis. June 2003. [pdf 634K]
- Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma. Improving Pseudo-Relevance Feedback in Web Information Retrieval Using Web Page Segmentation. In the Twelfth International World Wide Web Conference (WWW′2003). Also as Microsoft Technical Report, MSR-TR-2002-124, 2003. [pdf 254K] [xhtml]
- Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. Extracting Content Structure for Web Pages based on Visual Representation. In the Fifth Asia Pacific Web Conference (APWeb′2003), 2003. [pdf 223K]
- Shipeng Yu. Design and Implementation of TYGXC System (in Chinese). Undergraduate Thesis. June 2000. [pdf 654K]
Contact Me 数据挖掘实验室
Tel: +49-89-636-47926 (O), +49-89-88981948 (H), +49-176-24001886 (Mobile)
Fax: +49-89-636-45456
URL: http://www.dbs.ifi.lmu.de/~spyu/
Email: spyu@dbs.ifi.lmu.de, shipeng.yu.ext@siemens.com, yushipeng@yahoo.com
Address: Gerhart-Hauptmann-Ring 3, D-81737, Munich, Germany 数据挖掘论坛
  数据挖掘研究院
Last modified: Dec. 13, 2005 数据挖掘实验室
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