2025 "inference-time computation" Papers

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Bag of Tricks for Inference-time Computation of LLM Reasoning

Fan LIU, Wen-Shuo Chao, Naiqiang Tan et al.

NeurIPS 2025posterarXiv:2502.07191
12
citations

Let Me Think! A Long Chain of Thought Can Be Worth Exponentially Many Short Ones

Parsa Mirtaheri, Ezra Edelman, Samy Jelassi et al.

NeurIPS 2025posterarXiv:2505.21825
4
citations

Multi-LLM-Agents Debate - Performance, Efficiency, and Scaling Challenges

Hangfan Zhang, Zhiyao Cui, Qiaosheng Zhang et al.

ICLR 2025poster

Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames

Anurag Arnab, Ahmet Iscen, Mathilde Caron et al.

NeurIPS 2025oralarXiv:2507.02001
8
citations

Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search

Yuichi Inoue, Kou Misaki, Yuki Imajuku et al.

NeurIPS 2025spotlightarXiv:2503.04412
18
citations