Muqun Li

According to our database, Muqun Li authored at least 11 papers between 2011 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training.

Aleksei Ilin, Gor Matevosyan, Xueying Ma, Vladimir Eremin, Suhaa Dada, Muqun Li, Riyaaz Shaik, Haluk N. Tokgozoglu

CoRR, July, 2025

2020

Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers.

David S. Carrell, Bradley A. Malin, David J. Cronkite, John S. Aberdeen, Cheryl Clark, Muqun (Rachel) Li, Dikshya Bastakoty, Steve Nyemba, Lynette Hirschman

J. Am. Medical Informatics Assoc., 2020

2019

The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight.

David S. Carrell, David J. Cronkite, Muqun (Rachel) Li, Steve Nyemba, Bradley A. Malin, John S. Aberdeen, Lynette Hirschman

J. Am. Medical Informatics Assoc., 2019

Extracting UMLS Concepts from Medical Text Using General and Domain-Specific Deep Learning Models.

Kathleen C. Fraser, Isar Nejadgholi, Berry de Bruijn, Muqun Li, Astha LaPlante, Khaldoun Zine El Abidine

CoRR, 2019

Recognizing UMLS Semantic Types with Deep Learning.

Isar Nejadgholi, Kathleen C. Fraser, Berry de Bruijn, Muqun Li, Astha LaPlante, Khaldoun Zine El Abidine

Proceedings of the Tenth International Workshop on Health Text Mining and Information Analysis LOUHI@EMNLP 2019, 2019

2018

Scalable Natural Language De-identification based on Machine Learning Approaches.

Muqun Li

PhD thesis, 2018

2017

Scalable Iterative Classification for Sanitizing Large-Scale Datasets.

Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin

IEEE Trans. Knowl. Data Eng., 2017

2016

Optimizing annotation resources for natural language de-identification via a game theoretic framework.

Muqun Li, David Carrell, John S. Aberdeen, Lynette Hirschman, Jacqueline Kirby, Bo Li, Yevgeniy Vorobeychik, Bradley A. Malin

J. Biomed. Informatics, 2016

2015

Iterative Classification for Sanitizing Large-Scale Datasets.

Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

De-identification of clinical narratives through writing complexity measures.

Muqun Li, David Carrell, John S. Aberdeen, Lynette Hirschman, Bradley A. Malin

Int. J. Medical Informatics, 2014

2011

Evaluation of walking in place on a Wii balance board to explore a virtual environment.

Betsy Williams, Stephen W. Bailey, Gayathri Narasimham, Muqun Li, Bobby Bodenheimer

ACM Trans. Appl. Percept., 2011