| 2026 | AAAI | Enhancing Medical Large Vision-Language Models via Alignment Distillation. | Aofei Chang, Ting Wang, Fenglong Ma |
| 2026 | PAKDD | CALM-ECG: Toward Accurate and Explainable ECG Analysis Through Deep Learning and Vision-Language Model Integration. | Sileshi Nibret Zeleke, Mario A. Bochicchio, Aofei Chang, Fenglong Ma |
| 2025 | ACL | Shadow-Activated Backdoor Attacks on Multimodal Large Language Models. | Ziyi Yin, Muchao Ye, Yuanpu Cao, Jiaqi Wang, Aofei Chang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma |
| 2025 | ACL | Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning. | Aofei Chang, Le Huang, Alex James Boyd, Parminder Bhatia, Taha A. Kass-Hout, Cao Xiao, Fenglong Ma |
| 2024 | COLING | CoRelation: Boosting Automatic ICD Coding through Contextualized Code Relation Learning. | Junyu Luo, Xiaochen Wang, Jiaqi Wang, Aofei Chang, Yaqing Wang, Fenglong Ma |
| 2024 | EMNLP | BIPEFT: Budget-Guided Iterative Search for Parameter Efficient Fine-Tuning of Large Pretrained Language Models. | Aofei Chang, Jiaqi Wang, Han Liu, Parminder Bhatia, Cao Xiao, Ting Wang, Fenglong Ma |
| 2024 | IJCAI | Recent Advances in Predictive Modeling with Electronic Health Records. | Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma |