Title
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges Ranjan Sapkota Konstantinos I. Roumeliotis Manoj Karkee AI4TS 160 6 0 15 May 2025
EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation Xinyi Mou Chen Qian Wei Liu Xuanjing Huang Zhongyu Wei LLMAG 121 0 0 11 May 2025
Benchmarking LLMs' Swarm intelligence Kai Ruan Mowen Huang Ji-Rong Wen Hao Sun 245 0 0 07 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 327 0 0 05 May 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems Shaokun Zhang Ming Yin Jieyu Zhang Jing Liu Zhiguang Han ... Beibin Li Chi Wang Hongru Wang Yuxiao Chen Qingyun Wu 197 7 0 30 Apr 2025
Prompt Injection Attack to Tool Selection in LLM Agents Jiawen Shi Zenghui Yuan Guiyao Tie Pan Zhou Neil Zhenqiang Gong Lichao Sun LLMAG 134 4 0 28 Apr 2025
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning Minju Seo Jinheon Baek Seongyun Lee Sung Ju Hwang AI4CE 146 5 0 24 Apr 2025
A Survey of AI Agent Protocols Yue Yang Huacan Chai Yangqiu Song S. Qi Muning Wen ... Gaowei Chang Wen Liu Ying Wen Yong Yu Weinan Zhang LLMAG 144 11 0 23 Apr 2025
MARFT: Multi-Agent Reinforcement Fine-Tuning Junwei Liao Muning Wen Jun Wang Weinan Zhang OffRL 165 5 0 21 Apr 2025
Planet as a Brain: Towards Internet of AgentSites based on AIOS Server Xiang Zhang Yongfeng Zhang 151 0 0 19 Apr 2025
FactGuard: Leveraging Multi-Agent Systems to Generate Answerable and Unanswerable Questions for Enhanced Long-Context LLM Extraction Qian Zhang Fang Li Jie Wang Lingfeng Qiao Yifei Yu Di Yin Xingwu Sun RALM 131 0 0 08 Apr 2025
Verification of Autonomous Neural Car Control with KeYmaera X Enguerrand Prebet Samuel Teuber André Platzer 99 5 0 04 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Torsten Hoefler Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 523 0 0 03 Apr 2025
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades Xinze Wang William Wang 197 6 0 02 Apr 2025
GeoRAG: A Question-Answering Approach from a Geographical Perspective Jian Wang Zhuo Zhao Zehao Wang Bo Da Cheng Lei Nie Wen Luo Zhao Yuan Yu Ling Wang Yuan 65 1 0 02 Apr 2025
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems Y. Yang Huacan Chai Shuai Shao Yangqiu Song Siyuan Qi Renting Rui Weinan Zhang AIFin 137 6 0 01 Apr 2025
Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute Yingwei Ma Binhua Li Yihong Dong Xue Jiang Rongyu Cao Jingshu Chen Fei Huang Yongqian Li LLMAG LRM 138 7 0 31 Mar 2025
DebFlow: Automating Agent Creation via Agent Debate Jinwei Su Yinghui Xia Ronghua Shi Jianhui Wang Jianuo Huang Yansen Wang Tianyu Shi Yang Jingsong Lewei He 92 1 0 31 Mar 2025
RuleAgent: Discovering Rules for Recommendation Denoising with Autonomous Language Agents Zongwei Wang Min Gao Junliang Yu Yupeng Hou S. Sadiq Hongzhi Yin AI4CE 130 0 0 30 Mar 2025
EncGPT: A Multi-Agent Workflow for Dynamic Encryption Algorithms Donghe Li Zuchen Li Ye Yang Li Sun Dou An Qingyu Yang 88 0 0 29 Mar 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction Shravan Nayak Xiangru Jian Kevin Qinghong Lin Juan A. Rodriguez Montek Kalsi ... David Vazquez Christopher Pal Perouz Taslakian Spandana Gella Sai Rajeswar 511 4 0 19 Mar 2025
Why Do Multi-Agent LLM Systems Fail? Mert Cemri Melissa Z. Pan Shuyi Yang Lakshya A Agrawal Bhavya Chopra ... Dan Klein Kannan Ramchandran Matei A. Zaharia Joseph E. Gonzalez Ion Stoica LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 244 39 0 17 Mar 2025
LLM-Mediated Guidance of MARL Systems Philipp D. Siedler Ian Gemp 99 0 0 16 Mar 2025
GNNs as Predictors of Agentic Workflow Performances Yanzhe Zhang Yuchen Hou Bohan Tang Shuo Chen Muhan Zhang Xiaowen Dong Tian Jin LLMAG AI4CE 120 2 0 14 Mar 2025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning Bo Liu Yunxiang Li Yangqiu Song Hanjing Wang Linyi Yang ... Jun Wang Jun Wang Weinan Zhang Shuyue Hu Ying Wen LLMAG KELM LRM AI4CE 132 11 0 12 Mar 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 137 1 0 12 Mar 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification Siyi Du Xinzhe Luo D. O’Regan Chen Qin 123 0 0 08 Mar 2025
AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management Junyuan Mao Fanci Meng Yifan Duan Miao Yu Xiaojun Jia Sihang Li Yuxuan Liang Kaidi Wang Qingsong Wen LLMAG AAML 174 7 0 06 Mar 2025
Collab-Overcooked: Benchmarking and Evaluating Large Language Models as Collaborative Agents Haochen Sun Shuwen Zhang Lujie Niu Lei Ren Hao Xu Hao Fu Fangkun Zhao Caixia Yuan Xiaojie Wang LLMAG ELM 146 2 0 27 Feb 2025
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning Yanan Chen Ali Pesaranghader Tanmana Sadhu LRM 123 0 0 26 Feb 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models Hongzhan Lin Yang Deng Yuxuan Gu Wenxuan Zhang Jing Ma See-Kiong Ng Tat-Seng Chua LLMAG KELM HILM 148 1 0 25 Feb 2025
IMPROVE: Iterative Model Pipeline Refinement and Optimization Leveraging LLM Experts Eric Xue Zeyi Huang Zeyi Huang Haohan Wang Yong Jae Lee Haohan Wang 156 1 0 25 Feb 2025
DistRL: An Asynchronous Distributed Reinforcement Learning Framework for On-Device Control Agents Taiyi Wang Zhihao Wu Jianheng Liu Jianye Hao Jun Wang Kun Shao OffRL 122 29 0 24 Feb 2025
MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions Yuxuan Liu Hongda Sun Wei Liu Jian Luan Bo Du Rui Yan 153 5 0 24 Feb 2025
Standard Benchmarks Fail - Auditing LLM Agents in Finance Must Prioritize Risk Zichen Chen Jiaao Chen Jianda Chen Misha Sra ELM 153 1 0 21 Feb 2025
Repo2Run: Automated Building Executable Environment for Code Repository at Scale Ruida Hu Chao Peng Xinchen Wang Junjielong Xu Cuiyun Gao 133 4 0 19 Feb 2025
KIMAs: A Configurable Knowledge Integrated Multi-Agent System Zitao Li Fei Wei Yuexiang Xie Dawei Gao Weirui Kuang Zhijian Ma Bingchen Qian Yaliang Li Bolin Ding 152 0 0 13 Feb 2025
AgentSociety: Large-Scale Simulation of LLM-Driven Generative Agents Advances Understanding of Human Behaviors and Society J. Piao Yuwei Yan Jun Zhang Nian Li Junbo Yan ... Fengli Xu Fang Zhang Ke Rong Jun Su Yongqian Li AI4CE 187 24 0 12 Feb 2025
The Odyssey of the Fittest: Can Agents Survive and Still Be Good? Dylan Waldner Risto Miikkulainen 116 0 0 08 Feb 2025
Self-Supervised Prompt Optimization Jinyu Xiang Jiayi Zhang Zhaoyang Yu Fengwei Teng Jinhao Tu Xinbing Liang Sirui Hong Chenglin Wu Yuyu Luo OffRL LRM 134 12 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 485 3 0 05 Feb 2025
Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo LRM 70 0 0 04 Feb 2025
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models Can Jin Hongwu Peng Anxiang Zhang Nuo Chen Jiahui Zhao ... Keqin Li Shuya Feng Kai Zhong Caiwen Ding Dimitris N. Metaxas 242 2 0 02 Feb 2025
RTBAgent: A LLM-based Agent System for Real-Time Bidding Leng Cai Junxuan He Yongqian Li Junjie Liang Yuanping Lin Ziming Quan Yawen Zeng Jin Xu OffRL 214 2 0 02 Feb 2025
Multi-Agent Geospatial Copilots for Remote Sensing Workflows Chaehong Lee Varatheepan Paramanayakam Andreas Karatzas Yanan Jian Michael Fore Heming Liao Fuxun Yu Ruopu Li Iraklis Anagnostopoulos Dimitrios Stamoulis 107 3 0 28 Jan 2025
Towards Advancing Code Generation with Large Language Models: A Research Roadmap Haolin Jin Huaming Chen Qinghua Lu Liming Zhu LLMAG 135 2 0 20 Jan 2025
ML-SceGen: A Multi-level Scenario Generation Framework Yicheng Xiao Yangyang Sun Yicheng Lin LLMAG 103 0 0 18 Jan 2025
Generative AI for Cel-Animation: A Survey Yunlong Tang Junjia Guo Pinxin Liu Zhiyuan Wang Hang Hua ... Jing Bi Mingqian Feng Xuzhao Li Zeliang Zhang Chenliang Xu VGen 167 7 0 08 Jan 2025
AI Agent for Education: von Neumann Multi-Agent System Framework Yuan-Hao Jiang Ruijia Li Yizhou Zhou Changyong Qi Hanglei Hu Yuang Wei Bo Jiang Yonghe Wu LLMAG 151 6 0 03 Jan 2025
Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks Shengbin Yue Siyuan Wang Wei Chen Xuanjing Huang Zhongyu Wei LLMAG 163 11 0 03 Jan 2025