"mathematical problem solving" Papers

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Agentic RL Scaling Law: Spontaneous Code Execution for Mathematical Problem Solving

Xinji Mai, Haotian Xu, Xing W et al.

NEURIPS 2025
40
citations

G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model

Jiahui Gao, Renjie Pi, Jipeng Zhang et al.

ICLR 2025arXiv:2312.11370
174
citations

PoLAR: Polar-Decomposed Low-Rank Adapter Representation

Kai Lion, Liang Zhang, Bingcong Li et al.

NEURIPS 2025arXiv:2506.03133
5
citations

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning

Xiao Liang, Zhong-Zhi Li, Yeyun Gong et al.

NEURIPS 2025arXiv:2506.08989
16
citations

Toward Adaptive Reasoning in Large Language Models with Thought Rollback

Sijia Chen, Baochun Li

ICML 2024arXiv:2412.19707
16
citations