| 2025 | CLOUD | DuoAdmit: Dual-Layer Cache Admission for Load-Balancing Hybrid-Redundancy Block Storage. | Xiaojun Guo, Guangjie Xing, Hua Wang, Ke Zhou, Ming Xie, Fenqiang Yang, Min Fu, Bin Xu, Jianying Hu, Guangchao Yang |
| 2021 | AMIA | Impact of Clinical and Genomic Factors on COVID-19 Disease Severity. | Sanjoy Dey, Aritra Bose, Subrata Saha, Prithwish Chakraborty, Mohamed F. Ghalwash, Filippo Utro, Aldo Guzmn-Senz, Kenney Ng, Jianying Hu, Laxmi Parida, Daby Sow |
| 2021 | AMIA | How Can Artificial Intelligence Tools Be Used to Manage Future Pandemics? A Scoping Review of Key Use Cases. | Ania Syrowatka, Masha Kuznetsova, Ava Alsubai, Adam L. Beckman, Paul A. Bain, Kelly J. Thomas Craig, Jianying Hu, Gretchen P. Jackson, Kyu Rhee, David W. Bates |
| 2020 | AMIA | Analyzing impact of genomic factors on HD progression through an integrated disease progress model. | Sanjoy Dey, Zhaonan Sun, Amrita Mohan, Cristina Sampaio, Jianying Hu |
| 2020 | DATE | A Machine Learning Based Write Policy for SSD Cache in Cloud Block Storage. | Yu Zhang, Ke Zhou, Ping Huang, Hua Wang, Jianying Hu, Yangtao Wang, Yongguang Ji, Bin Cheng |
| 2020 | USENIX | OSCA: An Online-Model Based Cache Allocation Scheme in Cloud Block Storage Systems. | Yu Zhang, Ping Huang, Ke Zhou, Hua Wang, Jianying Hu, Yongguang Ji, Bin Cheng |
| 2018 | PSB | Cell-specific prediction and application of drug-induced gene expression . | Rachel Hodos, Ping Zhang, Hao-Chih Lee, Qiaonan Duan, Zichen Wang, Neil R. Clark, Avi Ma'ayan, Fei Wang, Brian A. Kidd, Jianying Hu, David A. Sontag, Joel Dudley |
| 2017 | AAAI | Adverse Drug Reaction Prediction with Symbolic Latent Dirichlet Allocation. | Cao Xiao, Ping Zhang, W. Art Chaovalitwongse, Jianying Hu, Fei Wang |
| 2017 | CIKM | Exploiting Electronic Health Records to Mine Drug Effects on Laboratory Test Results. | Mohamed F. Ghalwash, Ying Li, Ping Zhang, Jianying Hu |
| 2016 | AMIA | Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data. | Jianying Hu, Nigam H. Shah, Bradley A. Malin, Patrick B. Ryan, Anil Jain |
| 2016 | AMIA | Data-Driven Prediction of Beneficial Drug Combinations in Spontaneous Reporting Systems. | Ying Li, Ping Zhang, Zhaonan Sun, Jianying Hu |
| 2016 | AMIA | Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. | Lina M. Sulieman, Daniel Fabbri, Fei Wang, Jianying Hu, Bradley A. Malin |
| 2016 | AMIA | Joint Modeling of Survival Events through Multi-task Learning Framework. | Zhaonan Sun, Xu Liu, Ping Zhang, Jianying Hu, Juan Wisnivesky |
| 2016 | SDM | Risk Prediction with Electronic Health Records: A Deep Learning Approach. | Yu Cheng, Fei Wang, Ping Zhang, Jianying Hu |
| 2015 | AMIA | Early Detection of Heart Failure using Data Driven Modeling Approaches on Electronic Health Records: How far can one go without Domain Knowledge? | Kenney Ng, Yajuan Wang, Jianying Hu, Walter F. Stewart, Steven R. Steinhubl, Christopher deFilippi |
| 2015 | AMIA | Towards Computational Drug Repositioning: A Comparative Study of Single-task and Multi-task Learning. | Ping Zhang, Zhaonan Sun, Fei Wang, Jianying Hu |
| 2015 | KDD | Temporal Phenotyping from Longitudinal Electronic Health Records: A Graph Based Framework. | Chuanren Liu, Fei Wang, Jianying Hu, Hui Xiong |
| 2015 | KDD | LINKAGE: An Approach for Comprehensive Risk Prediction for Care Management. | Zhaonan Sun, Fei Wang, Jianying Hu |
| 2014 | ACCV | Scene Classification by Feature Co-occurrence Matrix. | Haitao Lang, Yuyang Xi, Jianying Hu, Liang Du, Haibin Ling |
| 2014 | AMIA | Clinical Risk Prediction by Exploring High-Order Feature Correlations. | Fei Wang, Ping Zhang, Xiang Wang, Jianying Hu |
| 2014 | AMIA | Exploring Joint Disease Risk Prediction. | Xiang Wang, Fei Wang, Jianying Hu, Robert Sorrentino |
| 2014 | AMIA | Towards Drug Repositioning: A Unified Computational Framework for Integrating Multiple Aspects of Drug Similarity and Disease Similarity. | Ping Zhang, Fei Wang, Jianying Hu |
| 2014 | ICPR | DensityTransfer: A Data Driven Approach for Imputing Electronic Health Records. | Fei Wang, Jiayu Zhou, Jianying Hu |
| 2014 | ICPR | A Multi-task Learning Framework for Joint Disease Risk Prediction and Comorbidity Discovery. | Xiang Wang, Fei Wang, Jianying Hu |
| 2014 | KDD | From micro to macro: data driven phenotyping by densification of longitudinal electronic medical records. | Jiayu Zhou, Fei Wang, Jianying Hu, Jieping Ye |
| 2013 | AMIA | Exploring the Relationship Between Drug Side-Effects and Therapeutic Indications. | Ping Zhang, Fei Wang, Jianying Hu, Robert Sorrentino |
| 2013 | ICDM | Exploring Patient Risk Groups with Incomplete Knowledge. | Xiang Wang, Fei Wang, Jun Wang, Buyue Qian, Jianying Hu |
| 2013 | SDM | Patient Risk Prediction Model via Top-k Stability Selection. | Jianying Hu, Yashu Liu, Jimeng Sun, Jieping Ye, Jiayu Zhou |
| 2012 | AMIA | A Healthcare Utilization Analysis Framework for Hot Spotting and Contextual Anomaly Detection. | Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi |
| 2012 | AMIA | Combining Knowledge and Data Driven Insights for Identifying Risk Factors using Electronic Health Records. | Jimeng Sun, Jianying Hu, Dijun Luo, Marianthi Markatou, Fei Wang, Shahram Ebadollahi, Zahra Daar, Walter F. Stewart |
| 2012 | ICPR | Medical prognosis based on patient similarity and expert feedback. | Fei Wang, Jianying Hu, Jimeng Sun |
| 2012 | KDD | Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. | Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi |
| 2012 | SDM | SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. | Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi |
| 2011 | AAAI | Automatic Group Sparse Coding. | Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi |
| 2011 | KDD | Toward personalized care management of patients at risk: the diabetes case study. | Hani Neuvirth, Michal Ozery-Flato, Jianying Hu, Jonathan Laserson, Martin S. Kohn, Shahram Ebadollahi, Michal Rosen-Zvi |
| 2011 | SDM | iMet: Interactive Metric Learning in Healthcare Applications. | Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi |
| 2010 | ICDM | One-Class Matrix Completion with Low-Density Factorizations. | Vikas Sindhwani, Serhat Selcuk Bucak, Jianying Hu, Aleksandra Mojsilovic |
| 2010 | ICDM | A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. | Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi |
| 2010 | ICPR | Localized Supervised Metric Learning on Temporal Physiological Data. | Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi |
| 2009 | ICDAR | A New Framework for Recognition of Heavily Degraded Characters in Historical Typewritten Documents Based on Semi-Supervised Clustering. | Stefan Pletschacher, Jianying Hu, Apostolos Antonacopoulos |
| 2008 | ICPR | On efficient Viterbi decoding for hidden semi-Markov models. | Ritendra Datta, Jianying Hu, Bonnie K. Ray |
| 2008 | ICPR | Categorization using semi-supervised clustering. | Jianying Hu, Moninder Singh, Aleksandra Mojsilovic |
| 2008 | ICPR | K-means clustering of proportional data using L1 distance. | Hisashi Kashima, Jianying Hu, Bonnie K. Ray, Moninder Singh |
| 2007 | PAKDD | Sequence Mining for Business Analytics: Building Project Taxonomies for Resource Demand Forecasting. | Ritendra Datta, Jianying Hu, Bonnie K. Ray |
| 2006 | ICASSP | Offering Pattern Mining Using High Yield Partition Trees. | Jianying Hu, Aleksandra Mojsilovic |
| 2006 | ICPR | An Interweaved HMM/DTW Approach to Robust Time Series Clustering. | Jianying Hu, Bonnie K. Ray, Lanshan Han |
| 2005 | ICDAR | Dynamic Signature Verification Using Discriminative Training. | Gregory F. Russell, Jianying Hu, Alain Biem, Andre Heilper, Dmitry Markman |
| 2004 | ICPR | Probability Table Compression Using Distributional Clustering for Scanning N-Tuple Classifiers. | Jianying Hu, Eugene Ratzlaff |
| 2003 | ICDAR | Identifying Story and Preview Images in News Web Pages. | Jianying Hu, Amit Bagga |
| 2003 | WWW | Functionality-Based Web Image Categorization. | Jianying Hu, Amit Bagga |
| 2002 | DAS | Detecting Tables in HTML Documents. | Yalin Wang, Jianying Hu |
| 2002 | ICPR | Multi-Source Combined-Media Video Tracking for Summarization. | Amit Bagga, Jianying Hu, Jialin Zhong, Ganesh Ramesh |
| 2002 | ICPR | Spatial Color Component Matching of Images. | Jianying Hu, Efstathios Hadjidemetriou |
| 2002 | WWW | A machine learning based approach for table detection on the web. | Yalin Wang, Jianying Hu |
| 2001 | ICDAR | Why Table Ground-Truthing is Hard. | Jianying Hu, Ramanujan S. Kashi, Daniel P. Lopresti, Gordon T. Wilfong, George Nagy |
| 2001 | ICDAR | Flexible Web Document Analysis for Delivery to Narrow-Bandwidth Devices. | Gerald Penn, Jianying Hu, Hengbin Luo, Ryan T. McDonald |
| 2001 | MMSP | Extraction of key frames from videos by optimal color composition matching and polygon simplification. | Longin Jan Latecki, Daniel de Wildt, Jianying Hu |
| 2000 | ICIP | Extraction of Perceptually Important Colors and Similarity Measurement for Image Matching. | Aleksandra Mojsilovic, Jianying Hu |
| 2000 | ICPR | Optimal Color Composition Matching of Images. | Jianying Hu, Aleksandra Mojsilovic |
| 1999 | ICDAR | Document Image Layout Comparison and Classification. | Jianying Hu, Ramanujan S. Kashi, Gordon T. Wilfong |
| 1999 | ICIP | Perceptually Based Color Texture Features and Metrics for Image Retrieval. | Aleksandra Mojsilovic, Jianying Hu, Robert J. Safranek |
| 1998 | ICPR | E-mail signature block analysis. | Hao Chen, Jianying Hu, Richard Sproat |
| 1998 | MMSP | Emu: an e-mail preprocessor for text-to-speech. | Richard Sproat, Jianying Hu, Hao Chen |
| 1997 | ICASSP | Size and orientation normalization of on-line handwriting using Hough transform. | Amy S. Rosenthal, Jianying Hu, Michael K. Brown |
| 1997 | ICDAR | On-line Handwritten Signature Verification using Hidden Markov Model Features. | Ramanujan S. Kashi, Jianying Hu, Winston L. Nelson, William Turin |
| 1997 | ICIAP | Combining High-Level Features with Sequential Local Features for On-Line Handwriting Recognition. | Jianying Hu, Amy S. Rosenthal, Michael K. Brown |
| 1997 | MMSP | Next-generation multimedia messaging. | Henry S. Baird, Jianying Hu, Ramanujan S. Kashi |
| 1996 | DAS | Document Databases: das'96 Working Group Report. | Jianying Hu, Mysore Y. Jaisimha |
| 1996 | ICPR | On-line handwriting recognition with constrained N-best decoding. | Jianying Hu, Michael K. Brown |
| 1996 | Interspeech | Language modeling with stochastic automata. | Jianying Hu, William Turin, Michael K. Brown |
| 1995 | ICIAP | Invariant Features for HMM Based On-Line Handwriting Recognition. | Jianying Hu, Michael K. Brown, William Turin |
| 1992 | WACV | Interactive road finding for aerial images. | Jianying Hu, Bill Sakoda, Theo Pavlidis |