Extracting Content Structure for Web Pages Based on Visual Representation. - Deng Cai 001; Shipeng Yu; Ji-Rong Wen; Wei-Ying Ma (APWeb, 2003)

Microsoft Research Asia at the Web Track of TREC 2003. - Ji-Rong Wen; Ruihua Song; Deng Cai 001; Kaihua Zhu; Shipeng Yu; Shaozhi Ye; Wei-Ying Ma (TREC, 2003)

Improving pseudo-relevance feedback in web information retrieval using web page segmentation. - Shipeng Yu; Deng Cai 001; Ji-Rong Wen; Wei-Ying Ma (WWW, 2003)

Block-based web search. - Deng Cai 001; Shipeng Yu; Ji-Rong Wen; Wei-Ying Ma (SIGIR, 2004)

A nonparametric hierarchical bayesian framework for information filtering. - Kai Yu 001; Volker Tresp; Shipeng Yu (SIGIR, 2004)

Dirichlet Enhanced Latent Semantic Analysis. - Kai Yu 001; Shipeng Yu; Volker Tresp (AISTATS, 2005)

Multi-Output Regularized Projection. - Kai Yu 001; Shipeng Yu; Volker Tresp (CVPR (2), 2005)

Hierarchy-Regularized Latent Semantic Indexing. - Yi Huang 002; Kai Yu 001; Matthias Schubert; Shipeng Yu; Volker Tresp; Hans-Peter Kriegel (ICDM, 2005)

Dirichlet enhanced relational learning. - Zhao Xu 001; Volker Tresp; Kai Yu 001; Shipeng Yu; Hans-Peter Kriegel (ICML, 2005)

Soft Clustering on Graphs. - Shipeng Yu; Kai Yu 001; Volker Tresp (NIPS, 2005)

A Probabilistic Clustering-Projection Model for Discrete Data. - Shipeng Yu; Kai Yu 001; Volker Tresp; Hans-Peter Kriegel (PKDD, 2005)

Multi-label informed latent semantic indexing. - Kai Yu 001; Shipeng Yu; Volker Tresp (SIGIR, 2005)

Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. - Shipeng Yu; Kai Yu 001; Volker Tresp; Hans-Peter Kriegel (ECML, 2006)

Collaborative ordinal regression. - Shipeng Yu; Kai Yu 001; Volker Tresp; Hans-Peter Kriegel (ICML, 2006)

Supervised probabilistic principal component analysis. - Shipeng Yu; Kai Yu 001; Volker Tresp; Hans-Peter Kriegel; Mingrui Wu (KDD, 2006)

Stochastic Relational Models for Discriminative Link Prediction. - Kai Yu 001; Wei Chu; Shipeng Yu; Volker Tresp; Zhao Xu 001 (NIPS, 2006)

Multi-Output Regularized Feature Projection. - Shipeng Yu; Kai Yu 001; Volker Tresp; Hans-Peter Kriegel (IEEE Trans. Knowl. Data Eng., 2006)

Advanced probabilistic models for clustering and projection. - Shipeng Yu (2006)

Local learning projections. - Mingrui Wu; Kai Yu 001; Shipeng Yu; Bernhard Schölkopf (ICML, 2007)

Robust multi-task learning with t-processes. - Shipeng Yu; Volker Tresp; Kai Yu 001 (ICML, 2007)

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)

Fast Inference in Infinite Hidden Relational Models. - Zhao Xu 001; Volker Tresp; Shipeng Yu; Kai Yu 001; Hans-Peter Kriegel (MLG, 2007)

Bayesian Co-Training. - Shipeng Yu; Balaji Krishnapuram; Rómer Rosales; Harald Steck; R. Bharat Rao (NIPS, 2007)

Large Scale Diagnostic Code Classification for Medical Patient Records. - Lucian Vlad Lita; Shipeng Yu; Radu Stefan Niculescu; Jinbo Bi (IJCNLP, 2008)

Extracting shared subspace for multi-label classification. - Shuiwang Ji; Lei Tang 001; Shipeng Yu; Jieping Ye (KDD, 2008)

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)

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)

Hierarchical learning for tubular structure parsing in medical imaging: A study on coronary arteries using 3D CT Angiography. - Le Lu 001; Jinbo Bi; Shipeng Yu; Zhigang Peng; Arun Krishnan; Xiang Sean Zhou (ICCV, 2009)

Hierarchical Bayesian Models for Collaborative Tagging Systems. - Markus Bundschus; Shipeng Yu; Volker Tresp; Achim Rettinger; Mathäus Dejori; Hans-Peter Kriegel (ICDM, 2009)

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)

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)

On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares. - Liang Sun 001; Shuiwang Ji; Shipeng Yu; Jieping Ye (IJCAI, 2009)

Multiclass Probabilistic Kernel Discriminant Analysis. - Zheng Zhao 002; Liang Sun 001; Shipeng Yu; Huan Liu 001; Jieping Ye (IJCAI, 2009)

Active Sensing. - Shipeng Yu; Balaji Krishnapuram; Rómer Rosales; R. Bharat Rao (AISTATS, 2009)

Mixture model label propagation. - Mingmin Chi; Xisheng He; Shipeng Yu (CIKM, 2010)

Designing efficient cascaded classifiers: tradeoff between accuracy and cost. - Vikas C. Raykar; Balaji Krishnapuram; Shipeng Yu (KDD, 2010)

Learning From Crowds. - Vikas C. Raykar; Shipeng Yu; Linda H. Zhao; Gerardo Hermosillo Valadez; Charles Florin; Luca Bogoni; Linda Moy (J. Mach. Learn. Res., 2010)

A shared-subspace learning framework for multi-label classification. - Shuiwang Ji; Lei Tang 001; Shipeng Yu; Jieping Ye (ACM Trans. Knowl. Discov. Data, 2010)

Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. - Meizhu Liu; Le Lu 001; Xiaojing Ye; Shipeng Yu; Heng Huang (CIKM, 2011)

Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries. - Meizhu Liu; Le Lu 001; Xiaojing Ye; Shipeng Yu; Marcos Salganicoff (MICCAI (3), 2011)

Ranking annotators for crowdsourced labeling tasks. - Vikas C. Raykar; Shipeng Yu (NIPS, 2011)

Matrix-variate and higher-order probabilistic projections. - Shipeng Yu; Jinbo Bi; Jieping Ye (Data Min. Knowl. Discov., 2011)

Bayesian Co-Training. - Shipeng Yu; Balaji Krishnapuram; Rómer Rosales; R. Bharat Rao (J. Mach. Learn. Res., 2011)

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 Rec., 2011)

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 (AMIA, 2012)

Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling Tasks. - Vikas C. Raykar; Shipeng Yu (J. Mach. Learn. Res., 2012)

Knowledge discovery system for automated quality abstraction. - Faisal Farooq; Shipeng Yu; Balaji Krishnapuram; Bharat Rao (SIGHIT Rec., 2012)

Introduction to the special section on clinical data mining. - Shipeng Yu; Bharat Rao (SIGKDD Explor., 2012)

Operationalizing patient-generated health data: Home blood pressure monitoring as an example. - Shipeng Yu; J. Marc Overhage; Paul C. Tang (AMIA, 2014)

On Multiplicative Multitask Feature Learning. - Xin Wang 023; Jinbo Bi; Shipeng Yu; Jiangwen Sun (NIPS, 2014)

Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis. - Meizhu Liu; Le Lu 001; Xiaojing Ye; Shipeng Yu (CoRR, 2014)

Computer-Assisted Medical Image Analysis Systems. - Shu Liao; Shipeng Yu; Matthias Wolf 001; Gerardo Hermosillo; Yiqiang Zhan; Yoshihisa Shinagawa; Zhigang Peng; Xiang Sean Zhou; Luca Bogoni; Marcos Salganicoff (Healthcare Data Analytics, 2015)

Modeling for Short-Form HTTP Adaptive Streaming Considering Memory Effect. - Shipeng Yu; Wenan Zhou; Ran Tao; Yanjun Hou (BWCCA, 2015)

Predicting readmission risk with institution-specific prediction models. - Shipeng Yu; Faisal Farooq; Alexander Van Esbroeck; Glenn Fung; Vikram Anand; Balaji Krishnapuram (Artif. Intell. Medicine, 2015)

Identifying Decision Makers from Professional Social Networks. - Shipeng Yu; Evangelia Christakopoulou; Abhishek Gupta (KDD, 2016)

Research on the personalised QoE evaluation method for HTTP mobile streaming. - Wenan Zhou; Yajun Huang; Shipeng Yu; Liyan You; Yu Du (Int. J. Commun. Networks Distributed Syst., 2016)

Multiplicative Multitask Feature Learning. - Xin Wang 023; Jinbo Bi; Shipeng Yu; Jiangwen Sun; Minghu Song (J. Mach. Learn. Res., 2016)

Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare. - Volker Tresp; J. Marc Overhage; Markus Bundschus; Shahrooz Rabizadeh; Peter A. Fasching; Shipeng Yu (Proc. IEEE, 2016)

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; Rómer Rosales; Ajith Muralidharan; Shaunak Chatterjee (KDD, 2018)

Internal Promotion Optimization. - Rupesh Gupta; Guangde Chen; Shipeng Yu (KDD, 2019)

A State Transition Model for Mobile Notifications via Survival Analysis. - Yiping Yuan; Jing Zhang; Shaunak Chatterjee; Shipeng Yu; Rómer Rosales (WSDM, 2019)

An Interview with Dr. Shipeng Yu, Winner of ACM SIGKDD 2021 Service Award. - Shipeng Yu (SIGKDD Explor., 2021)

Foreword for Workshop on Decision Making for Information Retrieval and Recommender Systems. - Da Xu; Tobias Schnabel; Xiquan Cui; Sarah Dean; Aniket Deshmukh 001; Bo Yang 062; Shipeng Yu (WWW (Companion Volume), 2023)

VST-Pose: A Velocity-Integrated Spatiotem-poral Attention Network for Human WiFi Pose Estimation. - Xinyu Zhang; Zhonghao Ye; Jingwei Zhang; Xiang Tian; Zhisheng Liang; Shipeng Yu (CoRR, 2025)