"reasoning paths" Papers

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Don’t Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models

Sohyun An, Ruochen Wang, Tianyi Zhou et al.

NEURIPS 2025poster
11
citations

Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling

Xinglin Wang, Yiwei Li, Shaoxiong Feng et al.

NEURIPS 2025posterarXiv:2506.15707
5
citations