Scholar
Chaoyi Wu
Google Scholar ID: ZLHTzHEAAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
2,345
H-index
15
i10-index
17
Publications
20
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- 2025 Technical Report: 'EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis' — introduced a 72B-parameter reasoning-oriented LLM trained with reasoning-enhanced SFT and RL, achieving SOTA on 42 EHR tasks
- 2025 Technical Report: 'Evolving Diagnostic Agents in a Virtual Clinical Environment' — proposed DiagGym, a diagnostic world model enabling end-to-end RL for interactive diagnostic agents
- 2025 Technical Report: 'End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning' — developed an end-to-end RL framework to train agentic RAG systems with traceable diagnostic reasoning
- 2025 Technical Report: 'An Agentic System for Rare Disease Diagnosis with Traceable Reasoning' — built DeepRare, the first agentic AI system for rare disease diagnosis integrating specialized tools and medical knowledge with high accuracy and traceability
- 2025 Technical Report: 'ChestX-Reasoner: Advancing Radiology Foundation Models with Reasoning through Step-by-Step Verification' — presented a radiology MLLM leveraging clinical report structures for process-level supervision in PRM-based RL
- 2025 Technical Report: 'Quantifying the Reasoning Abilities of LLMs on Real-world Clinical Cases' — conducted quantitative evaluation of free-text clinical reasoning capabilities of state-of-the-art LLMs
