الباحثون

Miles Q. Li

المنشورات 2

نسخة أولية وصول مفتوح

Empty Commitments: When Agents Promise What They Cannot Deliver

Jiaqi Tang, Bingyu Shen, Lan Wei وآخرون · 2026

A chatbot that says "I will remind you tomorrow" will not run again until the user writes. We call such a promise an empty commitment: a promise of action after the current turn that nothing in the agent's tools or runtime can carry out. Unlike a broken promise, its emptiness is decided by the agent's configuration at …

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MOMAT: Mixture of Multiple Atlases for Low-Power Jailbreak Defense of Quantized LLMs

Boyang Li, Bingyu Shen, Weihao Hong وآخرون · 2026

Quantized large language models are increasingly deployed on edge devices for their low latency and energy efficiency. However, model quantization weakens alignment safeguards, leaving qLLMs (quantized large language models) highly vulnerable to jailbreak attacks. To address this challenge, we present MOMAT (Mixture of …

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