"inference-time computation" Papers

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poster (24,624)paper (8,558)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

Video-T1: Test-time Scaling for Video Generation

Fangfu Liu, Hanyang Wang, Yimo Cai et al.

ICCV 2025posterarXiv:2503.18942
17
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