| 2011 |
|---|
| 40 | Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Heng Huang. CIKM 2011, 2509-2512. Web SearchBibTeXDownload |
| 39 | Matrix-variate and higher-order probabilistic projections. Shipeng Yu, Jinbo Bi, Jieping Ye. Data Min. Knowl. Discov. (22): 372-392 (2011). Web SearchBibTeXDownload |
| 38 | Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries. Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Marcos Salganicoff. MICCAI (3) 2011, 41-48. Web SearchBibTeXDownload |
| 37 | Predictive Models in Personalized Medicine: Neural Information Processing Systems (NIPS), 2010 workshop report. Faisal Farooq, Balaji Krishnapuram, Rómer Rosales, Shipeng Yu, Jude W. Shavlik, Raju Kucherlapati. SIGHIT Record (1): 23-25 (2011). Web SearchBibTeXDownload |
| 2010 |
|---|
| 36 | Mixture model label propagation. Mingmin Chi, Xisheng He, Shipeng Yu. CIKM 2010, 1889-1892. Web SearchBibTeXDownload |
| 35 | Learning From Crowds. Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valadez, Charles Florin, Luca Bogoni, Linda Moy. Journal of Machine Learning Research (11): 1297-1322 (2010). Web SearchBibTeXDownload |
| 34 | Designing efficient cascaded classifiers: tradeoff between accuracy and cost. Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu. KDD 2010, 853-860. Web SearchBibTeXDownload |
| 33 | A shared-subspace learning framework for multi-label classification. Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye. TKDD (4) (2010). Web SearchBibTeXDownload |
| 2009 |
|---|
| 32 | Hierarchical learning for tubular structure parsing in medical imaging: A study on coronary arteries using 3D CT Angiography. Le Lu, Jinbo Bi, Shipeng Yu, Zhigang Peng, Arun Krishnan, Xiang Sean Zhou. ICCV 2009, 2021-2028. Web SearchBibTeXDownload |
| 31 | Hierarchical Bayesian Models for Collaborative Tagging Systems. Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel. ICDM 2009, 728-733. Web SearchBibTeXDownload |
| 30 | Supervised learning from multiple experts: whom to trust when everyone lies a bit. Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy. ICML 2009, 112. Web SearchBibTeXDownload |
| 29 | Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. Andre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens. ICMLA 2009, 494-497. Web SearchBibTeXDownload |
| 28 | Multiclass Probabilistic Kernel Discriminant Analysis. Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye. IJCAI 2009, 1363-1368. Web SearchBibTeXDownload |
| 27 | On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares. Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye. IJCAI 2009, 1230-1235. Web SearchBibTeXDownload |
| 26 | Active Sensing. Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao. Journal of Machine Learning Research - Proceedings Track (5): 639-646 (2009). Web SearchBibTeXDownload |
| 2008 |
|---|
| 25 | An Improved Multi-task Learning Approach with Applications in Medical Diagnosis. Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, R. Bharat Rao. ECML/PKDD (1) 2008, 117-132. Web SearchBibTeXDownload |
| 24 | Extracting shared subspace for multi-label classification. Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye. KDD 2008, 381-389. Web SearchBibTeXDownload |
| 23 | Privacy-preserving cox regression for survival analysis. Shipeng Yu, Glenn Fung, Rómer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin. KDD 2008, 1034-1042. Web SearchBibTeXDownload |
| 2007 |
|---|
| 22 | Robust multi-task learning with t-processes. Shipeng Yu, Volker Tresp, Kai Yu. ICML 2007, 1103-1110. Web SearchBibTeXDownload |
| 21 | Local learning projections. Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf. ICML 2007, 1039-1046. Web SearchBibTeXDownload |
| 20 | Automatic medical coding of patient records via weighted ridge regression. Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao. ICMLA 2007, 260-265. Web SearchBibTeXDownload |
| 19 | Fast Inference in Infinite Hidden Relational Models. Zhao Xu, Volker Tresp, Shipeng Yu, Kai Yu, Hans-Peter Kriegel. MLG 2007. Cited by 4Web SearchBibTeXDownload |
| 18 | Bayesian Co-Training. Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, Harald Steck, R. Bharat Rao. NIPS 2007. Web SearchBibTeXDownload |
| 2006 |
|---|
| 17 | Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. ECML 2006, 841-848. Web SearchBibTeXDownload |
| 16 | Collaborative ordinal regression. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. ICML 2006, 1089-1096. Cited by 20Web SearchBibTeXDownload |
| 15 | Multi-Output Regularized Feature Projection. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. IEEE Trans. Knowl. Data Eng. (18): 1600-1613 (2006). Cited by 4Web SearchBibTeXDownload |
| 14 | Supervised probabilistic principal component analysis. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu. KDD 2006, 464-473. Cited by 16Web SearchBibTeXDownload |
| 13 | Stochastic Relational Models for Discriminative Link Prediction. Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu. NIPS 2006, 1553-1560. Web SearchBibTeXDownload |
| 2005 |
|---|
| 12 | Multi-Output Regularized Projection. Kai Yu, Shipeng Yu, Volker Tresp. CVPR (2) 2005, 597-602. Web SearchBibTeXDownload |
| 11 | Hierarchy-Regularized Latent Semantic Indexing. Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel. ICDM 2005, 178-185. Web SearchBibTeXDownload |
| 10 | Dirichlet enhanced relational learning. Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel. ICML 2005, 1004-1011. Cited by 8Web SearchBibTeXDownload |
| 9 | Soft Clustering on Graphs. Shipeng Yu, Kai Yu, Volker Tresp. NIPS 2005. Web SearchBibTeXDownload |
| 8 | A Probabilistic Clustering-Projection Model for Discrete Data. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel. PKDD 2005, 417-428. Cited by 4Web SearchBibTeXDownload |
| 7 | Multi-label informed latent semantic indexing. Kai Yu, Shipeng Yu, Volker Tresp. SIGIR 2005, 258-265. Web SearchBibTeXDownload |
| 2004 |
|---|
| 6 | Dirichlet Enhanced Latent Semantic Analysis. Kai Yu, Shipeng Yu, Volker Tresp. LWA 2004, 221-226. Web SearchBibTeX |
| 5 | Block-based web search. Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. SIGIR 2004, 456-463. Web SearchBibTeXDownload |
| 4 | A nonparametric hierarchical bayesian framework for information filtering. Kai Yu, Volker Tresp, Shipeng Yu. SIGIR 2004, 353-360. Web SearchBibTeXDownload |
| 2003 |
|---|
| 3 | Extracting Content Structure for Web Pages Based on Visual Representation. Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma. APWeb 2003, 406-417. Web SearchBibTeXDownload |
| 2 | Microsoft Research Asia at the Web Track of TREC 2003. Ji-Rong Wen, Ruihua Song, Deng Cai, Kaihua Zhu, Shipeng Yu, Shaozhi Ye, Wei-Ying Ma. TREC 2003, 408-417. Web SearchBibTeXDownload |
| 1 | Improving pseudo-relevance feedback in web information retrieval using web page segmentation. Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma. WWW 2003, 11-18. Web SearchBibTeXDownload |
