| 2023 | WWW | Foreword for Workshop on Decision Making for Information Retrieval and Recommender Systems. | Da Xu, Tobias Schnabel, Xiquan Cui, Sarah Dean, Aniket Deshmukh, Bo Yang, Shipeng Yu |
| 2019 | KDD | Internal Promotion Optimization. | Rupesh Gupta, Guangde Chen, Shipeng Yu |
| 2019 | WSDM | A State Transition Model for Mobile Notifications via Survival Analysis. | Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu, Rmer Rosales |
| 2018 | KDD | Near Real-time Optimization of Activity-based Notifications. | Yan Gao, Viral Gupta, Jinyun Yan, Changji Shi, Zhongen Tao, P. J. Xiao, Curtis Wang, Shipeng Yu, Rmer Rosales, Ajith Muralidharan, Shaunak Chatterjee |
| 2016 | KDD | Identifying Decision Makers from Professional Social Networks. | Shipeng Yu, Evangelia Christakopoulou, Abhishek Gupta |
| 2014 | AMIA | Operationalizing patient-generated health data: Home blood pressure monitoring as an example. | Shipeng Yu, J. Marc Overhage, Paul C. Tang |
| 2012 | AMIA | Building Hospital-Specific Readmission Risk Prediction Models for Heart Failure, Acute Myocardial Infarction and Pneumonia patients. | Shipeng Yu, Faisal Farooq, Glenn Fung, Balaji Krishnapuram, Alexander Van Esbroeck, Vikram Anand |
| 2011 | CIKM | Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. | Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Heng Huang |
| 2011 | MICCAI | Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries. | Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Marcos Salganicoff |
| 2010 | CIKM | Mixture model label propagation. | Mingmin Chi, Xisheng He, Shipeng Yu |
| 2010 | KDD | Designing efficient cascaded classifiers: tradeoff between accuracy and cost. | Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu |
| 2009 | ICCV | 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 |
| 2009 | ICDM | Hierarchical Bayesian Models for Collaborative Tagging Systems. | Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathus Dejori, Hans-Peter Kriegel |
| 2009 | ICML | 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 |
| 2009 | ICMLA | 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 |
| 2009 | IJCAI | On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares. | Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye |
| 2009 | IJCAI | Multiclass Probabilistic Kernel Discriminant Analysis. | Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye |
| 2008 | IJCNLP | Large Scale Diagnostic Code Classification for Medical Patient Records. | Lucian Vlad Lita, Shipeng Yu, Radu Stefan Niculescu, Jinbo Bi |
| 2008 | KDD | Extracting shared subspace for multi-label classification. | Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye |
| 2008 | KDD | Privacy-preserving cox regression for survival analysis. | Shipeng Yu, Glenn Fung, Rmer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin |
| 2007 | ICML | Local learning projections. | Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schlkopf |
| 2007 | ICML | Robust multi-task learning with | Shipeng Yu, Volker Tresp, Kai Yu |
| 2007 | ICMLA | 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 |
| 2006 | ICML | Collaborative ordinal regression. | Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel |
| 2006 | KDD | Supervised probabilistic principal component analysis. | Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu |
| 2005 | AISTATS | Dirichlet Enhanced Latent Semantic Analysis. | Kai Yu, Shipeng Yu, Volker Tresp |
| 2005 | CVPR | Multi-Output Regularized Projection. | Kai Yu, Shipeng Yu, Volker Tresp |
| 2005 | ICDM | Hierarchy-Regularized Latent Semantic Indexing. | Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel |
| 2005 | ICML | Dirichlet enhanced relational learning. | Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel |
| 2005 | SIGIR | Multi-label informed latent semantic indexing. | Kai Yu, Shipeng Yu, Volker Tresp |
| 2004 | SIGIR | Block-based web search. | Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma |
| 2004 | SIGIR | A nonparametric hierarchical bayesian framework for information filtering. | Kai Yu, Volker Tresp, Shipeng Yu |
| 2003 | APWEB | Extracting Content Structure for Web Pages Based on Visual Representation. | Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma |
| 2003 | WWW | Improving pseudo-relevance feedback in web information retrieval using web page segmentation. | Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma |