| 2026 | ACL | DualAlign: Generating Clinically Grounded Synthetic Data. | Rumeng Li, Xun Wang, Hong Yu |
| 2025 | CIKM | Improving Rare and Common ICD Coding via a Multi-Agent LLM-Based Approach. | Rumeng Li, Xun Wang, Hong Yu |
| 2024 | ACL | NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes. | Junda Wang, Zonghai Yao, Zhichao Yang, Huixue Zhou, Rumeng Li, Xun Wang, Yucheng Xu, Hong Yu |
| 2024 | COLING | LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP. | Rumeng Li, Xun Wang, Hong Yu |
| 2023 | EMNLP | Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data. | Rumeng Li, Xun Wang, Hong Yu |
| 2020 | AAAI | MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation. | Rumeng Li, Xun Wang, Hong Yu |
| 2017 | AMIA | A hybrid Neural Network Model for Joint Prediction of Medical Presence and Period Assertions in Clinical Notes. | Rumeng Li, Abhyuday Jagannatha, Hong Yu |
| 2017 | CICLING | Learning to Rank for Coordination Detection. | Xun Wang, Rumeng Li, Hiroyuki Shindo, Katsuhito Sudoh, Masaaki Nagata |
| 2015 | ECIR | A Hierarchical Tree Model for Update Summarization. | Rumeng Li, Hiroyuki Shindo |
| 2015 | PAKDD | Distributed Document Representation for Document Classification. | Rumeng Li, Hiroyuki Shindo |
| 2015 | SDM | Tracking Events Using Time-dependent Hierarchical Dirichlet Tree Model. | Rumeng Li, Tao Wang, Xun Wang |
| 2014 | EMNLP | Recursive Deep Models for Discourse Parsing. | Jiwei Li, Rumeng Li, Eduard H. Hovy |