作者位次 #3/5ICML 2026Poster· Deep Learning / Large Language Models
OTora: A Unified Red Teaming Framework for Reasoning-Level Denial-of-Service in LLM Agents
Xinyu Li · ronghui mu · Lin Li · Tianjin Huang · Gaojie Jin
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Xinyu Li · ronghui mu · Lin Li · Tianjin Huang · Gaojie Jin
Lin Li · Georgia Channing · Suhaas Bhat · Gabriel Jones · Yarin Gal
Boqi Chen · Xudong Liu · Jiachuan Peng · Marianne Frey-Marti · Kyle Lam · Bang Zheng · Lin Li · Jianing Qiu
Multimodal large language models (MLLMs) have shown great potential in medical applications, yet existing benchmarks inadequately capture real-world clinical complexity. We introduce MEDSYN, a multilingual, multimodal benchmark of highly complex clinical cases with up to 7 distinct visual clinica...