📜 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

💻 Work Experience

  • 2024.03 - now, Intern, Shanghai AI Lab, Shanghai, China