| 2023 | HCI | Designing and Evaluating MahjongBrain: A Digital Cognitive Assessment Tool Through Gamification. | Jiaoyun Yang, Richu Jiang, Huitong Ding, Rhoda Au, Jinying Chen, Clara Li, Ning An |
| 2022 | AMIA | Characterizing Clinical Activity Patterns by Topics Inferred from Electronic Health Record Audit Logs. | Jinying Chen, Sarah L. Cutrona, Ajay Dharod, Aaron Bridges, Adam Moses, Brian Ostasiewski, Kristie Foley, Thomas K. Houston |
| 2020 | AMIA | Validating Natural Language Processing for Extracting Pain Symptoms from Electronic Health Records. | Jinying Chen, Marc Gagnier, Darleen Lessard, Catarina I. Kiefe, David McManus, Bo Wang, Thomas K. Houston |
| 2018 | AMIA | Detecting Hypoglycemia Incidents from Patients' Secure Messages. | Jinying Chen, John P. Lalor, Hong Yu |
| 2014 | ICFHR | Applications of Recurrent Neural Network Language Model in Offline Handwriting Recognition and Word Spotting. | Nan Li, Jinying Chen, Huaigu Cao, Bing Zhang, Prem Natarajan |
| 2014 | ICPR | Confusion Network Based Recurrent Neural Network Language Modeling for Chinese OCR Error Detection. | Jinying Chen, Yue Wu, Huaigu Cao, Prem Natarajan |
| 2013 | ICDAR | Detecting OOV Names in Arabic Handwritten Data. | Jinying Chen, Rohit Prasad, Huaigu Cao, Premkumar Natarajan |
| 2012 | EAMT | Automatic Tune Set Generation for Machine Translation with Limited Indomain Data. | Jinying Chen, Jacob Devlin, Huaigu Cao, Rohit Prasad, Premkumar Natarajan |
| 2012 | ICPR | Document recognition and translation system for unconstrained Arabic documents. | Huaigu Cao, Jinying Chen, Jacob Devlin, Rohit Prasad, Prem Natarajan |
| 2012 | ICPR | Extracting information from handwritten content in census forms. | Huaigu Cao, Krishna Subramanian, Xujun Peng, Jinying Chen, Rohit Prasad, Prem Natarajan |
| 2011 | ACL | How Much Can We Gain from Supervised Word Alignment? | Jinxi Xu, Jinying Chen |
| 2008 | CISS | Sum transmission power of multiple cooperative secondary transmitters in dynamic spectrum access networks. | Juite Hwu, Jinying Chen, Xiaohua Li |
| 2008 | CISS | Secure transmission power of cognitive radios for dynamic spectrum access applications. | Xiaohua Li, Jinying Chen, Fan Ng |
| 2006 | ACL | Aligning Features with Sense Distinction Dimensions. | Nianwen Xue, Jinying Chen, Martha Palmer |
| 2006 | NAACL | An Empirical Study of the Behavior of Active Learning for Word Sense Disambiguation. | Jinying Chen, Andrew I. Schein, Lyle H. Ungar, Martha Palmer |
| 2005 | ACL | A Parallel Proposition Bank II for Chinese and English. | Martha Palmer, Nianwen Xue, Olga Babko-Malaya, Jinying Chen, Benjamin Snyder |
| 2005 | IJCNLP | Towards Robust High Performance Word Sense Disambiguation of English Verbs Using Rich Linguistic Features. | Jinying Chen, Martha Stone Palmer |
| 2004 | ACL | Chinese Verb Sense Discrimination Using an EM Clustering Model with Rich Linguistic Features. | Jinying Chen, Martha Stone Palmer |
| 2004 | IJCNLP | Using a Smoothing Maximum Entropy Model for Chinese Nominal Entity Tagging. | Jinying Chen, Nianwen Xue, Martha Stone Palmer |