Title
Enhancing Automated Paper Reproduction via Prompt-Free Collaborative Agents Zijie Lin Qilin Cai Liang Shen Mingjun Xiao 50 0 0 02 Dec 2025
Decentralized Multi-Agent System with Trust-Aware CommunicationInternational Symposium on Image and Signal Processing and Analysis (ISPA), 2025 Yepeng Ding Ahmed Twabi Junwei Yu Lingfeng Zhang Tohru Kondo Hiroyuki Sato AI4CE 140 1 0 02 Dec 2025
VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning Boyu Chen Zikang Wang Zhengrong Yue Kainan Yan Chenyun Yu ... Yafei Wen Xiaoxin Chen Yang Liu Peng Li Yali Wang LLMAG 308 3 0 24 Nov 2025
Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search Zijian Song Xiaoxin Lin Tao Pu Zhenlong Yuan Guangrun Wang Liang Lin 206 0 0 24 Nov 2025
LLMs as Firmware Experts: A Runtime-Grown Tree-of-Agents Framework XiangRui Zhang Zeyu Chen Haining Wang Qiang Li 96 0 0 23 Nov 2025
ToC: Tree-of-Claims Search with Multi-Agent Language Models Shuyang Yu Jianan Liang Hui Hu 124 0 0 21 Nov 2025
Optimizing PyTorch Inference with LLM-Based Multi-Agent Systems Kirill Nagaitsev Luka Grbcic Samuel Williams Costin Iancu 204 0 0 21 Nov 2025
MURMUR: Using cross-user chatter to break collaborative language agents in groups Atharv Singh Patlan Peiyao Sheng S. Ashwin Hebbar Prateek Mittal Pramod Viswanath AAML 92 0 0 21 Nov 2025
NAMeGEn: Creative Name Generation via A Novel Agent-based Multiple Personalized Goal Enhancement Framework Shanlin Zhou Xinpeng Wang Jianxun Lian Zhenghao Liu L. Lakshmanan Xiaoyuan Yi Yongtao Hao LLMAG 334 0 0 19 Nov 2025
AutoTool: Efficient Tool Selection for Large Language Model Agents Jingyi Jia Qinbin Li LLMAG 140 0 0 18 Nov 2025
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning Mingyue Cheng Jie Ouyang Shuo Yu Ruiran Yan Yucong Luo Zirui Liu Daoyu Wang Qi Liu Enhong Chen 128 4 0 18 Nov 2025
AUTO-Explorer: Automated Data Collection for GUI Agent Xiangwu Guo Difei Gao Mike Zheng Shou LLMAG 166 0 0 09 Nov 2025
PRAGMA: A Profiling-Reasoned Multi-Agent Framework for Automatic Kernel Optimization Kelun Lei Hailong Yang H. Zhang Xin You Kaige Zhang Zhongzhi Luan Yi Liu Depei Qian 138 0 0 09 Nov 2025
FLEX: Continuous Agent Evolution via Forward Learning from Experience Zhicheng Cai Xinyuan Guo Yu Pei Jiangtao Feng Jiangjie Chen Ya Zhang Wei-Ying Ma Mingxuan Wang Hao Zhou Hao Zhou CLL LLMAG LRM 274 3 0 09 Nov 2025
Maestro: Learning to Collaborate via Conditional Listwise Policy Optimization for Multi-Agent LLMsISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2025 Wei Yang Jiacheng Pang Shixuan Li P. Bogdan Stephen Tu Jesse Thomason LLMAG 396 1 0 08 Nov 2025
Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains Mohammed Musthafa Rafi Adarsh Krishnamurthy Aditya Balu 124 0 0 06 Nov 2025
Toward Autonomous Engineering Design: A Knowledge-Guided Multi-Agent Framework Varun V. Kumar George Karniadakis AI4CE 171 1 0 05 Nov 2025
Systematizing LLM Persona Design: A Four-Quadrant Technical Taxonomy for AI Companion Applications Esther Sun Zichu Wu 151 0 0 04 Nov 2025
PublicAgent: Multi-Agent Design Principles From an LLM-Based Open Data Analysis Framework Sina Montazeri Yunhe Feng Kewei Sha LLMAG AI4TS 153 0 0 04 Nov 2025
A CPU-Centric Perspective on Agentic AI Ritik Raj Hong Wang Tushar Krishna 228 0 0 01 Nov 2025
From Evidence to Verdict: An Agent-Based Forensic Framework for AI-Generated Image Detection Mengfei Liang Y. Qu Yukun Jiang Michael Backes Yang Zhang 176 0 0 31 Oct 2025
InteractComp: Evaluating Search Agents With Ambiguous Queries Mingyi Deng Lijun Huang Yani Fan Jiayi Zhang Fashen Ren ... Xinyu Wang Xiangru Tang Nan Tang Chenglin Wu Yuyu Luo 140 1 0 28 Oct 2025
WebLeaper: Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking Zhengwei Tao Haiyang Shen Baixuan Li Wenbiao Yin Jialong Wu ... Liwen Zhang Xinyu Wang Pengjun Xie Jingren Zhou Yong Jiang LLMAG 120 2 0 28 Oct 2025
SwiftSolve: A Self-Iterative, Complexity-Aware Multi-Agent Framework for Competitive Programming Adhyayan Veer Singh Aaron Shen Brian Law Ahmed Ismail Jonas Rohweder Sean O'Brien Kevin Zhu LRM 81 0 0 26 Oct 2025
Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies Yankai Chen Xinni Zhang Yifei Zhang Yangning Li Henry Peng Zou Chunyu Miao Weizhi Zhang Xue Liu Philip S. Yu 133 1 0 25 Oct 2025
Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine Wenyi Wang Piotr Piekos Li Nanbo Firas Laakom Yimeng Chen Mateusz Ostaszewski Mingchen Zhuge Jürgen Schmidhuber 236 5 0 24 Oct 2025
Integrating Machine Learning into Belief-Desire-Intention Agents: Current Advances and Open Challenges Andrea Agiollo Andrea Omicini LM&Ro AI4CE 152 0 0 23 Oct 2025
AgenticMath: Enhancing LLM Reasoning via Agentic-based Math Data Generation Xianyang Liu Y. Liu Shuai Wang Hao Cheng Andrew Estornell Yuzhi Zhao Jiaheng Wei Jiaheng Wei LRM 164 1 0 22 Oct 2025
Fetch.ai: An Architecture for Modern Multi-Agent Systems Michael Wooldridge Attila Bagoly Jonathan J. Ward Emanuele La Malfa Gabriel Paludo Licks LLMAG AI4TS 177 0 0 21 Oct 2025
TREAT: A Code LLMs Trustworthiness / Reliability Evaluation and Testing Framework Shuzheng Gao E. Li Man Ho Lam Jingyu Xiao Yuxuan Wan Chaozheng Wang Ng Man Tik Michael R. Lyu 144 0 0 20 Oct 2025
Empowering Real-World: A Survey on the Technology, Practice, and Evaluation of LLM-driven Industry Agents Yihong Tang Kehai Chen Liang Yue Jinxin Fan Caishen Zhou ... Kaiyang Guo Xingshan Zeng Wenjing Cun L. Shang Min Zhang LLMAG 142 0 0 20 Oct 2025
Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics Akshara Prabhakar Roshan Ram Zixiang Chen Silvio Savarese Frank Wang Caiming Xiong Huan Wang Weiran Yao 154 0 0 20 Oct 2025
Which LLM Multi-Agent Protocol to Choose? Hongyi Du Jiaqi Su Jisen Li Lijie Ding Yingxuan Yang Peixuan Han Xiangru Tang Kunlun Zhu Jiaxuan You 202 1 0 20 Oct 2025
MARSHAL: Incentivizing Multi-Agent Reasoning via Self-Play with Strategic LLMs Huining Yuan Zelai Xu Zheyue Tan Xiangmin Yi Mo Guang ... Xinlei Chen Bo Zhao Xiao-Ping Zhang Chao Yu Yu Wang LLMAG LRM 125 0 0 17 Oct 2025
Build Your Personalized Research Group: A Multiagent Framework for Continual and Interactive Science Automation Ed Li Junyu Ren Xintian Pan Cat Yan Chuanhao Li Dirk Bergemann Zhuoran Yang AI4CE 209 1 0 17 Oct 2025
Adaptive Minds: Empowering Agents with LoRA-as-Tools Pavan C Shekar Ashwanth Krishnan AI4CE 68 0 0 17 Oct 2025
OpenDerisk: An Industrial Framework for AI-Driven SRE, with Design, Implementation, and Case Studies Peng Di Faqiang Chen X. Bai Hongjun Yang Qingfeng Li ... Zhitao Shen Zheng Li Wenhui Shi Junwei Guo Hang Yu 152 0 0 15 Oct 2025
Deflanderization for Game Dialogue: Balancing Character Authenticity with Task Execution in LLM-based NPCs Pasin Buakhaw Kun Kerdthaisong Phuree Phenhiran Pitikorn Khlaisamniang Supasate Vorathammathorn Piyalitt Ittichaiwong Nutchanon Yongsatianchot LLMAG 242 0 0 15 Oct 2025
Automated Network Protocol Testing with LLM Agents Yunze Wei Kaiwen Wei Shibo Du Jianyu Wang Zhangzhong Liu Yawen Wang Zhanyou Li Congcong Miao Xiaohui Xie Yong Cui LLMAG 108 0 0 15 Oct 2025
ResearStudio: A Human-Intervenable Framework for Building Controllable Deep-Research Agents Linyi Yang Yixuan Weng 130 0 0 14 Oct 2025
A $^2$ FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning Qianben Chen Jingyi Cao Jiayu Zhang Tianrui Qin Xiaowan Li ... Xin Gui Ge Zhang Jian Yang Yuchen Eleanor Jiang Wangchunshu Zhou LLMAG LRM 308 1 0 13 Oct 2025
DocReward: A Document Reward Model for Structuring and Stylizing Junpeng Liu Yuzhong Zhao Bowen Cao Jiayu Ding Yilin Jia ... Sun Mao FNU Kartik Si-Qing Chen W. Lam Furu Wei 113 0 0 13 Oct 2025
Automating Structural Engineering Workflows with Large Language Model Agents Haoran Liang Yufa Zhou Mohammad Talebi Kalaleh Qipei Mei LLMAG AI4CE 156 1 0 13 Oct 2025
MedCoAct: Confidence-Aware Multi-Agent Collaboration for Complete Clinical Decision Hongjie Zheng Zesheng Shi Ping Yi 116 0 0 12 Oct 2025
Testing and Enhancing Multi-Agent Systems for Robust Code Generation Zongyi Lyu Songqiang Chen Zhenlan Ji Liwen Wang Shuai Wang Daoyuan Wu Wenxuan Wang Shing-Chi Cheung 80 0 0 12 Oct 2025
MedAgentAudit: Diagnosing and Quantifying Collaborative Failure Modes in Medical Multi-Agent Systems Lei Gu Yinghao Zhu Haoran Sang Zixiang Wang Dehao Sui Wen Tang Ewen M. Harrison Junyi Gao Lequan Yu Liantao Ma 105 1 0 11 Oct 2025
Training-Free Group Relative Policy Optimization Yuzheng Cai Siqi Cai Yuchen Shi Zihan Xu Lichao Chen ... Zongyi Li Haojia Lin Yong Mao Ke Li Xing Sun OffRL 198 4 0 09 Oct 2025
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards Xiangyuan Xue Yifan Zhou G. Zhang Zaibin Zhang Y. Li Chen Zhang Z. Yin Philip Torr Wanli Ouyang Lei Bai LLMAG 133 2 0 09 Oct 2025
From Simulation to Strategy: Automating Personalized Interaction Planning for Conversational Agents Wen-Yu Chang Tzu-Hung Huang Chih-Ho Chen Yun-Nung Chen 116 0 0 08 Oct 2025
ProSEA: Problem Solving via Exploration Agents William Nguyen Vinh Luong Christopher Nguyen LLMAG 139 0 0 08 Oct 2025