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SU Yihang

2 accepted papers

2025

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models

ACL 2025long

The significant breakthroughs of Medical Multi-Modal Large Language Models (Med-MLLMs) renovate modern healthcare with robust information synthesis and medical decision support. However, these models are often evaluated on benchmarks that are unsuitable for the Med-MLLMs due to the intricate nature…

2025

MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence

NeurIPS 2025spotlight

Clinical decision making (CDM) is a complex, dynamic process crucial to healthcare delivery, yet it remains a significant challenge for artificial intelligence systems. While Large Language Model (LLM)-based agents have been tested on general medical knowledge using licensing exams and knowledge que…

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