📜 Biography
I am a Ph.D. candidate jointly supervised by Shanghai Jiao Tong University and the Shanghai AI Lab, advised by Prof. Yu Wang (王钰).
I received my B.E. degree in Information Engineering (IEEE Honor Class) from Shanghai Jiao Tong University (SJTU), Shanghai, China, in 2022. I am currently pursuing the Ph.D. degree in SJTU. Now, I have interned at the Shanghai AI Lab.
My research area lies at:
- Retrieval augmented generation
- NLP application in medical domain
- Multimodal computing
- Speech and language
🎓 Education
- 2022.09 - now,
Ph.D. in Information and Communication Engineering, Shanghai Jiao Tong University, Shanghai, China
- 2018.09 - 2022.06,
Bachelor in Information Engineering (IEEE Honor Class), Shanghai Jiao Tong University, Shanghai, China
📝 Publications
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications
Zhe Chen
, Yusheng Liao, Shuyang Jiang, Pingjie Wang, Yiqiu Guo, Yanfeng Wang, Yu Wang✉️- [ACL 2025 Main] [paper]
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge
- Zhiyuan Zhu*, Yusheng Liao*,
Zhe Chen
, Yuhao Wang, Yunfeng Guan✉️, Yanfeng Wang, Yu Wang✉️ - [ACL 2025 Main] [paper]
Reconstruct the Pruned Model Without Retraining
- Pingjie Wang, Ziqing Fan, Shengchao Hu,
Zhe Chen
, Yanfeng Wang, Yu Wang✉️ - [JSTSP 2025 (Journal)] [paper]
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation
- Yusheng Liao*, Shuyang Jiang*,
Zhe Chen
, Yanfeng Wang, Yu Wang✉️ - [EMNLP 2024 Findings] [paper]
MSG-BART: Multi-Granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-Grounded Dialogue Generation
- Hongcheng Liu,
Zhe Chen
, Hui Li, Pingjie Wang, Yanfeng Wang, Yu Wang✉️ - [ICASSP 2024] [paper]
M3AV: A Multimodal, Multigenre, and Multipurpose Audio-Visual Academic Lecture Dataset
Zhe Chen
, Heyang Liu, Wenyi Yu, Guangzhi Sun, Hongcheng Liu, Ji Wu, Chao Zhang✉️, Yu Wang✉️, Yanfeng Wang- [ACL 2024 Main] [paper] [project] [机器之心]
Towards Optimizing Pre-trained Language Model Ensemble Learning for Task-oriented Dialogue System
DialogMCF: Multimodal Context Flow for Audio Visual Scene-Aware Dialog
Zhe Chen
, Hongcheng Liu, Yu Wang✉️- [TASLP 2023 (Journal)] [paper]
🏅 Selected Awards
- 2023.04, the first prize in Track 5 of the 11th Dialog System Technology Challenge. It was reported by SJTU News, Shanghai AI Lab News, SEIEE News and CMIC News.
💻 Work Experience
- 2024.03 - now, Intern, Shanghai AI Lab, Shanghai, China