الباحثون

Dianqiao Lei

المنشورات 2

نسخة أولية وصول مفتوح

Thinking Inertia: LLMs Keep Thinking When Told Not To

Dianqiao Lei, Kevin Qinghong Lin, Pan Lu وآخرون · 2026

Large Language Models (LLMs) increasingly ship with explicit "thinking modes", yet their counterpart, "no-thinking", has received far less attention. We study LLMs' no-thinking behavior along two axes. a. How to measure no-thinking? Prior work typically defines no-thinking through proxies such as a disabled thinking mo …

نسخة أولية وصول مفتوح

Evaluation Is All You Need for Multi-Modal Autonomous Driving

Zeyu He, Shiqi Liu, Ke Chen وآخرون · 2026

Multi-modal planning is promising for autonomous driving by representing multiple plausible behaviors in ambiguous and long-tail scenarios. Existing methods mainly focus on improving trajectory multi-modality, enhancing trajectory representations, or reshaping the candidate distribution. Nevertheless, we identify a pro …

المؤلفون المشاركون