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Shipeng Yu: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma
    Extracting Content Structure for Web Pages Based on Visual Representation. [Citation Graph (0, 0)][DBLP]
    APWeb, 2003, pp:406-417 [Conf]
  2. Kai Yu, Shipeng Yu, Volker Tresp
    Multi-Output Regularized Projection. [Citation Graph (0, 0)][DBLP]
    CVPR (2), 2005, pp:597-602 [Conf]
  3. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. [Citation Graph (0, 0)][DBLP]
    ECML, 2006, pp:841-848 [Conf]
  4. Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel
    Hierarchy-Regularized Latent Semantic Indexing. [Citation Graph (0, 0)][DBLP]
    ICDM, 2005, pp:178-185 [Conf]
  5. Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel
    Dirichlet enhanced relational learning. [Citation Graph (0, 0)][DBLP]
    ICML, 2005, pp:1004-1011 [Conf]
  6. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    Collaborative ordinal regression. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:1089-1096 [Conf]
  7. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu
    Supervised probabilistic principal component analysis. [Citation Graph (0, 0)][DBLP]
    KDD, 2006, pp:464-473 [Conf]
  8. Kai Yu, Shipeng Yu, Volker Tresp
    Dirichlet Enhanced Latent Semantic Analysis. [Citation Graph (0, 0)][DBLP]
    LWA, 2004, pp:221-226 [Conf]
  9. Shipeng Yu, Kai Yu, Volker Tresp
    Soft Clustering on Graphs. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  10. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    A Probabilistic Clustering-Projection Model for Discrete Data. [Citation Graph (0, 0)][DBLP]
    PKDD, 2005, pp:417-428 [Conf]
  11. Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma
    Block-based web search. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2004, pp:456-463 [Conf]
  12. Kai Yu, Volker Tresp, Shipeng Yu
    A nonparametric hierarchical bayesian framework for information filtering. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2004, pp:353-360 [Conf]
  13. Kai Yu, Shipeng Yu, Volker Tresp
    Multi-label informed latent semantic indexing. [Citation Graph (0, 0)][DBLP]
    SIGIR, 2005, pp:258-265 [Conf]
  14. 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. [Citation Graph (0, 0)][DBLP]
    TREC, 2003, pp:408-417 [Conf]
  15. Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma
    Improving pseudo-relevance feedback in web information retrieval using web page segmentation. [Citation Graph (0, 0)][DBLP]
    WWW, 2003, pp:11-18 [Conf]
  16. Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
    Multi-Output Regularized Feature Projection. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Knowl. Data Eng., 2006, v:18, n:12, pp:1600-1613 [Journal]
  17. Shipeng Yu, Volker Tresp, Kai Yu
    Robust multi-task learning with t-processes. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1103-1110 [Conf]
  18. Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf
    Local learning projections. [Citation Graph (0, 0)][DBLP]
    ICML, 2007, pp:1039-1046 [Conf]
  19. Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu
    Stochastic Relational Models for Discriminative Link Prediction. [Citation Graph (0, 0)][DBLP]
    NIPS, 2006, pp:1553-1560 [Conf]

  20. Hierarchical Bayesian Models for Collaborative Tagging Systems. [Citation Graph (, )][DBLP]


  21. Supervised learning from multiple experts: whom to trust when everyone lies a bit. [Citation Graph (, )][DBLP]


  22. Automatic medical coding of patient records via weighted ridge regression. [Citation Graph (, )][DBLP]


  23. Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. [Citation Graph (, )][DBLP]


  24. On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares. [Citation Graph (, )][DBLP]


  25. Multiclass Probabilistic Kernel Discriminant Analysis. [Citation Graph (, )][DBLP]


  26. Extracting shared subspace for multi-label classification. [Citation Graph (, )][DBLP]


  27. Privacy-preserving cox regression for survival analysis. [Citation Graph (, )][DBLP]


  28. Designing efficient cascaded classifiers: tradeoff between accuracy and cost. [Citation Graph (, )][DBLP]


  29. Bayesian Co-Training. [Citation Graph (, )][DBLP]


  30. An Improved Multi-task Learning Approach with Applications in Medical Diagnosis. [Citation Graph (, )][DBLP]


  31. Fast Inference in Infinite Hidden Relational Models. [Citation Graph (, )][DBLP]


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