الباحثون

Dan Zhao

المنشورات 2

نسخة أولية وصول مفتوح

MLLMs Fail to Refuse when Using Tools Agentically

Rikiya Takehi, Ryo Hachiuma, Shaona Ghosh وآخرون · 2026

Agentic multimodal large language models (MLLMs) have recently pushed the frontier of visual reasoning by calling tools such as zooming and tagging. Despite the recent strong success of agentic MLLMs, this work uncovers a critical safety failure in the tool-use paradigm: agentic tool-using MLLMs become less capable of …

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Atoms to Processes: The Role of Artificial Intelligence and Machine Learning in Chemical Engineering

Michael Baldea, Linda J. Broadbelt, Marianthi G. Ierapetritou وآخرون · 2026 · 10.1021/acs.iecr.6c01806

The rapid maturation of artificial intelligence (AI) and machine learning (ML) has catalyzed a profound shift in how chemical engineering problems are formulated, analyzed, and solved. Advances in computing, data availability, and learning algorithms have enabled AI/ML methods to impact applications spanning atomic-sca …

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