NeurIPS 2025 "multi-step reasoning" Papers

9 papers found

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Conference

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Paper Type

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Automated Model Discovery via Multi-modal & Multi-step Pipeline

Lee Jung-Mok, Nam Hyeon-Woo, Moon Ye-Bin et al.

NeurIPS 2025posterarXiv:2509.25946

CoRe: Benchmarking LLMs’ Code Reasoning Capabilities through Static Analysis Tasks

Danning Xie, Mingwei Zheng, Xuwei Liu et al.

NeurIPS 2025spotlightarXiv:2507.05269
11
citations

PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models

Shi Qiu, Shaoyang Guo, Zhuo-Yang Song et al.

NeurIPS 2025posterarXiv:2504.16074
26
citations

PlanU: Large Language Model Reasoning through Planning under Uncertainty

Ziwei Deng, Mian Deng, Chenjing Liang et al.

NeurIPS 2025posterarXiv:2510.18442

ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents

Zhenyu Zhang, Tianyi Chen, Weiran Xu et al.

NeurIPS 2025posterarXiv:2510.23822
1
citations

RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics

Enshen Zhou, Jingkun An, Cheng Chi et al.

NeurIPS 2025posterarXiv:2506.04308
51
citations

SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents

Yifu Guo, Jiaye Lin, Huacan Wang et al.

NeurIPS 2025posterarXiv:2508.02085

Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens

Xixian Yong, Xiao Zhou, Yingying Zhang et al.

NeurIPS 2025spotlightarXiv:2505.18237
11
citations

WebDancer: Towards Autonomous Information Seeking Agency

Jialong Wu, Baixuan Li, Runnan Fang et al.

NeurIPS 2025posterarXiv:2505.22648
81
citations