Shipeng Yu

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 12

Top Venues

CoRR

KDD

Artif. Intell. Medicine

ICHI

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Da Xu, Tobias Schnabel, Xiquan Cui, Sarah Dean, Aniket Deshmukh, Bo Yang, Shipeng Yu
Foreword for Workshop on Decision Making for Information Retrieval and Recommender Systems. WWW (Companion Volume) (2023)
Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu, Rómer Rosales
A State Transition Model for Mobile Notifications via Survival Analysis. CoRR (2022)
Shipeng Yu
An Interview with Dr. Shipeng Yu, Winner of ACM SIGKDD 2021 Service Award. SIGKDD Explor. 23 (2) (2021)
Rupesh Gupta, Guangde Chen, Shipeng Yu
Internal Promotion Optimization. KDD (2019)
Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu, Rómer Rosales
A State Transition Model for Mobile Notifications via Survival Analysis. WSDM (2019)
Yan Gao, Viral Gupta, Jinyun Yan, Changji Shi, Zhongen Tao, P. J. Xiao, Curtis Wang, Shipeng Yu, Rómer Rosales, Ajith Muralidharan, Shaunak Chatterjee
Near Real-time Optimization of Activity-based Notifications. KDD (2018)
Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun, Minghu Song
Multiplicative Multitask Feature Learning. J. Mach. Learn. Res. 17 (2016)
Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun
On Multiplicative Multitask Feature Learning. CoRR (2016)
Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu
Going Digital: A Survey on Digitalization and Large-Scale Data Analytics in Healthcare. Proc. IEEE 104 (11) (2016)
Wenan Zhou, Yajun Huang, Shipeng Yu, Liyan You, Yu Du
Research on the personalised QoE evaluation method for HTTP mobile streaming. Int. J. Commun. Networks Distributed Syst. 16 (3) (2016)
Volker Tresp, J. Marc Overhage, Markus Bundschus, Shahrooz Rabizadeh, Peter A. Fasching, Shipeng Yu
Going Digital: A Survey on Digitalization and Large Scale Data Analytics in Healthcare. CoRR (2016)
Shipeng Yu, Evangelia Christakopoulou, Abhishek Gupta
Identifying Decision Makers from Professional Social Networks. KDD (2016)
Shipeng Yu, Wenan Zhou, Ran Tao, Yanjun Hou
Modeling for Short-Form HTTP Adaptive Streaming Considering Memory Effect. BWCCA (2015)
Shipeng Yu, Faisal Farooq, Alexander Van Esbroeck, Glenn Fung, Vikram Anand, Balaji Krishnapuram
Predicting readmission risk with institution-specific prediction models. Artif. Intell. Medicine 65 (2) (2015)
Xin Wang, Jinbo Bi, Shipeng Yu, Jiangwen Sun
On Multiplicative Multitask Feature Learning. NIPS (2014)
Shipeng Yu, J. Marc Overhage, Paul C. Tang
Operationalizing patient-generated health data: Home blood pressure monitoring as an example. AMIA (2014)
Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu
Coarse-to-Fine Classification via Parametric and Nonparametric Models for Computer-Aided Diagnosis. CoRR (2014)
Shipeng Yu, Alexander Van Esbroeck, Faisal Farooq, Glenn Fung, Vikram Anand, Balaji Krishnapuram
Predicting Readmission Risk with Institution Specific Prediction Models. ICHI (2013)
Vikas C. Raykar, Shipeng Yu
Eliminating Spammers and Ranking Annotators for Crowdsourced Labeling Tasks. J. Mach. Learn. Res. 13 (2012)
Faisal Farooq, Shipeng Yu, Balaji Krishnapuram, Bharat Rao
Knowledge discovery system for automated quality abstraction. SIGHIT Rec. 2 (1) (2012)
Shipeng Yu, Bharat Rao
Introduction to the special section on clinical data mining. SIGKDD Explor. 14 (1) (2012)
Shipeng Yu, Faisal Farooq, Glenn Fung, Balaji Krishnapuram, Alexander Van Esbroeck, Vikram Anand
Building Hospital-Specific Readmission Risk Prediction Models for Heart Failure, Acute Myocardial Infarction and Pneumonia patients. AMIA (2012)
Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Marcos Salganicoff
Sparse Classification for Computer Aided Diagnosis Using Learned Dictionaries. MICCAI (3) (2011)
Vikas C. Raykar, Shipeng Yu
Ranking annotators for crowdsourced labeling tasks. NIPS (2011)
Faisal Farooq, Balaji Krishnapuram, Rómer Rosales, Shipeng Yu, Jude W. Shavlik, Raju Kucherlapati
Predictive Models in Personalized Medicine: Neural Information Processing Systems (NIPS), 2010 workshop report. SIGHIT Rec. 1 (1) (2011)
Meizhu Liu, Le Lu, Xiaojing Ye, Shipeng Yu, Heng Huang
Coarse-to-fine classification via parametric and nonparametric models for computer-aided diagnosis. CIKM (2011)
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao
Bayesian Co-Training. J. Mach. Learn. Res. 12 (2011)
Shipeng Yu, Jinbo Bi, Jieping Ye
Matrix-variate and higher-order probabilistic projections. Data Min. Knowl. Discov. 22 (3) (2011)
Vikas C. Raykar, Balaji Krishnapuram, Shipeng Yu
Designing efficient cascaded classifiers: tradeoff between accuracy and cost. KDD (2010)
Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye
A shared-subspace learning framework for multi-label classification. ACM Trans. Knowl. Discov. Data 4 (2) (2010)
Mingmin Chi, Xisheng He, Shipeng Yu
Mixture model label propagation. CIKM (2010)
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Gerardo Hermosillo Valadez, Charles Florin, Luca Bogoni, Linda Moy
Learning From Crowds. J. Mach. Learn. Res. 11 (2010)
Zheng Zhao, Liang Sun, Shipeng Yu, Huan Liu, Jieping Ye
Multiclass Probabilistic Kernel Discriminant Analysis. IJCAI (2009)
Andre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens
Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data. ICMLA (2009)
Vikas C. Raykar, Shipeng Yu, Linda H. Zhao, Anna K. Jerebko, Charles Florin, Gerardo Hermosillo Valadez, Luca Bogoni, Linda Moy
Supervised learning from multiple experts: whom to trust when everyone lies a bit. ICML (2009)
Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel
Hierarchical Bayesian Models for Collaborative Tagging Systems. ICDM (2009)
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, R. Bharat Rao
Active Sensing. AISTATS (2009)
Liang Sun, Shuiwang Ji, Shipeng Yu, Jieping Ye
On the Equivalence between Canonical Correlation Analysis and Orthonormalized Partial Least Squares. IJCAI (2009)
Le Lu, Jinbo Bi, Shipeng Yu, Zhigang Peng, Arun Krishnan, Xiang Sean Zhou
Hierarchical learning for tubular structure parsing in medical imaging: A study on coronary arteries using 3D CT Angiography. ICCV (2009)
Jinbo Bi, Tao Xiong, Shipeng Yu, Murat Dundar, R. Bharat Rao
An Improved Multi-task Learning Approach with Applications in Medical Diagnosis. ECML/PKDD (1) (2008)
Shuiwang Ji, Lei Tang, Shipeng Yu, Jieping Ye
Extracting shared subspace for multi-label classification. KDD (2008)
Lucian Vlad Lita, Shipeng Yu, Radu Stefan Niculescu, Jinbo Bi
Large Scale Diagnostic Code Classification for Medical Patient Records. IJCNLP (2008)
Shipeng Yu, Glenn Fung, Rómer Rosales, Sriram Krishnan, R. Bharat Rao, Cary Dehing-Oberije, Philippe Lambin
Privacy-preserving cox regression for survival analysis. KDD (2008)
Jian-Wu Xu, Shipeng Yu, Jinbo Bi, Lucian Vlad Lita, Radu Stefan Niculescu, R. Bharat Rao
Automatic medical coding of patient records via weighted ridge regression. ICMLA (2007)
Shipeng Yu, Balaji Krishnapuram, Rómer Rosales, Harald Steck, R. Bharat Rao
Bayesian Co-Training. NIPS (2007)
Zhao Xu, Volker Tresp, Shipeng Yu, Kai Yu, Hans-Peter Kriegel
Fast Inference in Infinite Hidden Relational Models. MLG (2007)
Shipeng Yu, Volker Tresp, Kai Yu
-processes. ICML (2007)
Mingrui Wu, Kai Yu, Shipeng Yu, Bernhard Schölkopf
Local learning projections. ICML (2007)
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
Multi-Output Regularized Feature Projection. IEEE Trans. Knowl. Data Eng. 18 (12) (2006)
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
Collaborative ordinal regression. ICML (2006)
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
Variational Bayesian Dirichlet-Multinomial Allocation for Exponential Family Mixtures. ECML (2006)
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel, Mingrui Wu
Supervised probabilistic principal component analysis. KDD (2006)
Kai Yu, Wei Chu, Shipeng Yu, Volker Tresp, Zhao Xu
Stochastic Relational Models for Discriminative Link Prediction. NIPS (2006)
Kai Yu, Shipeng Yu, Volker Tresp
Multi-Output Regularized Projection. CVPR (2) (2005)
Kai Yu, Shipeng Yu, Volker Tresp
Dirichlet Enhanced Latent Semantic Analysis. AISTATS (2005)
Shipeng Yu, Kai Yu, Volker Tresp
Soft Clustering on Graphs. NIPS (2005)
Kai Yu, Shipeng Yu, Volker Tresp
Multi-label informed latent semantic indexing. SIGIR (2005)
Yi Huang, Kai Yu, Matthias Schubert, Shipeng Yu, Volker Tresp, Hans-Peter Kriegel
Hierarchy-Regularized Latent Semantic Indexing. ICDM (2005)
Zhao Xu, Volker Tresp, Kai Yu, Shipeng Yu, Hans-Peter Kriegel
Dirichlet enhanced relational learning. ICML (2005)
Shipeng Yu, Kai Yu, Volker Tresp, Hans-Peter Kriegel
A Probabilistic Clustering-Projection Model for Discrete Data. PKDD (2005)
Kai Yu, Volker Tresp, Shipeng Yu
A nonparametric hierarchical bayesian framework for information filtering. SIGIR (2004)
Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma
Block-based web search. SIGIR (2004)
Kai Yu, Shipeng Yu, Volker Tresp
Dirichlet Enhanced Latent Semantic Analysis. LWA (2004)
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. TREC (2003)
Shipeng Yu, Deng Cai, Ji-Rong Wen, Wei-Ying Ma
Improving pseudo-relevance feedback in web information retrieval using web page segmentation. WWW (2003)
Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma
Extracting Content Structure for Web Pages Based on Visual Representation. APWeb (2003)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shipeng Yu