2025 "reasoning models" Papers

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Conference

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CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models

Zhihang Lin, Mingbao Lin, Yuan Xie et al.

NeurIPS 2025posterarXiv:2503.22342
47
citations

Quantifying Elicitation of Latent Capabilities in Language Models

Elizabeth Donoway, Hailey Joren, Arushi Somani et al.

NeurIPS 2025poster

Reflect-DiT: Inference-Time Scaling for Text-to-Image Diffusion Transformers via In-Context Reflection

Shufan Li, Konstantinos Kallidromitis, Akash Gokul et al.

ICCV 2025posterarXiv:2503.12271
21
citations

S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models

Muzhi Dai, Chenxu Yang, Qingyi Si

NeurIPS 2025oralarXiv:2505.07686
46
citations

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models

Emil Biju, Shayan Talaei, Zhemin Huang et al.

NeurIPS 2025posterarXiv:2506.05745
4
citations