Title
Focus on the Likely: Test-time Instance-based Uncertainty Removal Johannes Schneider 20 0 0 02 May 2025
AutoP2C: An LLM-Based Agent Framework for Code Repository Generation from Multimodal Content in Academic Papers Zijie Lin Yiqing Shen Qilin Cai He Sun Jinrui Zhou Mingjun Xiao 57 0 0 28 Apr 2025
Generative Evaluation of Complex Reasoning in Large Language Models Haowei Lin X. Wang Ruilin Yan Baizhou Huang Haotian Ye Jianhua Zhu Zihao Wang James Y. Zou Jianzhu Ma Yitao Liang ReLM ELM LRM 106 0 0 03 Apr 2025
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models Yuchen Yan Yongliang Shen Y. Liu Jin Jiang M. Zhang Jian Shao Yueting Zhuang LRM ReLM 53 3 0 09 Mar 2025
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data Wentai Wu Ligang He Saiqin Long Ahmed M. Abdelmoniem Yingliang Wu Rui Mao 52 0 0 05 Mar 2025
Leveraging Constrained Monte Carlo Tree Search to Generate Reliable Long Chain-of-Thought for Mathematical Reasoning Qingwen Lin Boyan Xu Zijian Li Z. Hao Keli Zhang Ruichu Cai LRM 41 2 0 16 Feb 2025
LLM-Powered Preference Elicitation in Combinatorial Assignment Ermis Soumalias Yanchen Jiang Kehang Zhu Michael J. Curry Sven Seuken David C. Parkes 54 0 0 14 Feb 2025
Dynamic Chain-of-Thought: Towards Adaptive Deep Reasoning Libo Wang LRM 85 0 0 07 Feb 2025
Reasoning-as-Logic-Units: Scaling Test-Time Reasoning in Large Language Models Through Logic Unit Alignment Cheryl Li Tianyuan Xu Yiwen Guo LRM 99 2 0 05 Feb 2025
Unifying KV Cache Compression for Large Language Models with LeanKV Yanqi Zhang Yuwei Hu Runyuan Zhao John C. S. Lui Haibo Chen MQ 103 5 0 04 Dec 2024