UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models. - Mengxian Lyu; Cheng Peng 009; Daniel Paredes; Ziyi Chen; Aokun Chen; Jiang Bian 001; Yonghui Wu (BioNLP@ACL, 2024)

Automatic Summarization of Doctor-Patient Encounter Dialogues Using Large Language Model through Prompt Tuning. - Mengxian Lyu; Cheng Peng; Xiaohan Li; Patrick Balian; Jiang Bian; Yonghui Wu (CoRR, 2024)

Natural Language Generation in Healthcare: A Review of Methods and Applications. - Mengxian Lyu; Xiaohan Li; Ziyi Chen; Jinqian Pan; Cheng Peng; Sankalp Talankar; Yonghui Wu (CoRR, 2025)

Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning. - Cheng Peng; Kai Zhang; Mengxian Lyu; Hongfang Liu; Lichao Sun; Yonghui Wu (CoRR, 2025)