Publications

2026

• Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
  
  Yifei Shen∗, Yilun Zhao∗, Justice Ou, Tinglin Huang, Arman Cohan
  EACL 2026 Main (Oral)
• Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA
  
  Justice Ou∗, Tinglin Huang∗, Yilun Zhao, Ziyang Yu, Peiqing Lu, Yifei Shen, Rex Ying
  Under Review

2025

• SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification
  
  Chengye Wang, Yifei Shen, Zexi Kuang, Arman Cohan, Yilun Zhao
  ACL 2025 Main
• Jupyter Notebook As a Natural Multi-agent Multi-human Playground: A Generalizable Design for Collaborative Intelligence
  
  Tianwei Zhao, Bingyang Wang, Jiarong Li, Yifei Shen, Mo Yang, Xander Wu, Yijiang Li
  ICCV Workshop on Multi-Modal Reasoning for Agentic Intelligence