Mengxue Zhang

PhD student, University of Massachusetts, Amherst

1 paper at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs

#1114 · Sijia Chen, Xiaomin Li, Mengxue Zhang, Eric Hanchen Jiang, Qingcheng Zeng, Chen-Hsiang Yu

We introduce CARES, a 18K-prompt benchmark for evaluating medical safety of LLMs under adversarial conditions, with graded harms, jailbreaks, and a fine-grained response metric.