Title
Accelerating Large Language Model Reasoning via Speculative Search Zhihai Wang Jie Wang Jilai Pan Xilin Xia Huiling Zhen M. Yuan Jianye Hao Feng Wu ReLM LRM 57 0 0 03 May 2025
UserCentrix: An Agentic Memory-augmented AI Framework for Smart Spaces Alaa Saleh Sasu Tarkoma Praveen Kumar Donta Naser Hossein Motlagh Schahram Dustdar Susanna Pirttikangas Lauri Lovén 41 0 0 01 May 2025
Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets Adam Younsi Abdalgader Abubaker M. Seddik Hakim Hacid Salem Lahlou LRM 54 0 0 28 Apr 2025
LawFlow : Collecting and Simulating Lawyers' Thought Processes Debarati Das Khanh Chi Le R. Parkar Karin de Langis Brendan Madson ... Robin M. Willis Daniel H. Moses Brett McDonnell Daniel Schwarcz Dongyeop Kang AILaw 91 0 0 26 Apr 2025
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models Shi Qiu Shaoyang Guo Zhuo-Yang Song Y. Sun Zeyu Cai ... Changkun Shao Qing-Hong Cao Ming-xing Luo Muhan Zhang Hua Xing Zhu AIMat LRM 27 0 0 22 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen J. Wang W. Zhang OffRL 25 0 0 21 Apr 2025
Enhancing LLM Reasoning with Iterative DPO: A Comprehensive Empirical Investigation Songjun Tu Jiahao Lin Xiangyu Tian Qichao Zhang Linjing Li ... Nan Xu Wei He Xiangyuan Lan D. Jiang Dongbin Zhao LRM 44 2 0 17 Mar 2025
PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing Cheng Deng Luoyang Sun Jiwen Jiang Yongcheng Zeng Xinjian Wu ... Haoyang Li Lei Chen Lionel M. Ni H. Zhang Jun Wang 86 0 0 15 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Ziyu Wan Yunxiang Li Y. Song Hanjing Wang Linyi Yang Mark W. Schmidt J. Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 84 6 0 12 Mar 2025
Can Atomic Step Decomposition Enhance the Self-structured Reasoning of Multimodal Large Models? Kun Xiang Zhili Liu Zihao Jiang Yunshuang Nie Kaixin Cai ... Yu-Jie Yuan J. Han Lanqing Hong Hang Xu Xiaodan Liang ReLM LRM 51 6 0 08 Mar 2025
A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization Haoxin Liu Chenghao Liu B. Prakash AI4TS LRM 86 5 0 09 Nov 2024