Title
Arch-Router: Aligning LLM Routing with Human Preferences Co Tran Salman Paracha Adil Hafeez Shuguang Chen 32 0 0 19 Jun 2025
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework Zhen Xu Shang Zhu Jue Wang Junlin Wang Ben Athiwaratkun Chi Wang James Zou Ce Zhang LLMAG 17 0 0 19 Jun 2025
AgentGroupChat-V2: Divide-and-Conquer Is What LLM-Based Multi-Agent System Need Zhouhong Gu Xiaoxuan Zhu Yin Cai Hao Shen Xingzhou Chen ... Hongwei Feng Yanghua Xiao Zheyu Ye Yao Hu Shaosheng Cao LLMAG 24 0 0 18 Jun 2025
SwarmAgentic: Towards Fully Automated Agentic System Generation via Swarm Intelligence Y. Zhang Chenyang Lin Shijie Tang Haokun Chen Shijie Zhou Yunpu Ma Volker Tresp 84 0 0 18 Jun 2025
OAgents: An Empirical Study of Building Effective Agents He Zhu Tianrui Qin King Zhu Heyuan Huang Yeyi Guan ... Jian Yang M. Liu Xitong Gao Jiaheng Liu Wangchunshu Zhou 38 0 0 17 Jun 2025
SIRI-Bench: Challenging VLMs' Spatial Intelligence through Complex Reasoning Tasks Zijian Song Xiaoxin Lin Qiuming Huang Guangrun Wang Liang Lin LRM 30 0 0 17 Jun 2025
MotiveBench: How Far Are We From Human-Like Motivational Reasoning in Large Language Models? Xixian Yong Jianxun Lian Xiaoyuan Yi Xiao Zhou Xing Xie LRM 33 0 0 16 Jun 2025
SheetMind: An End-to-End LLM-Powered Multi-Agent Framework for Spreadsheet Automation Ruiyan Zhu Xi Cheng Ke Liu Brian Zhu Daniel Jin Neeraj Parihar Zhoutian Xu Oliver Gao LMTD 19 0 0 14 Jun 2025
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning Yu Sun Xingyu Qian Weiwen Xu Hao Zhang Chenghao Xiao Long Li Yu Rong Wenbing Huang Qifeng Bai Tingyang Xu LRM 77 0 0 11 Jun 2025
SWE-Flow: Synthesizing Software Engineering Data in a Test-Driven Manner Lei Zhang J. Yang Min Yang Jian Yang Mouxiang Chen Jiajun Zhang Zeyu Cui Binyuan Hui Junyang Lin 49 0 0 10 Jun 2025
QUITE: A Query Rewrite System Beyond Rules with LLM Agents Yuyang Song Hanxu Yan Jiale Lao Yibo Wang Yufei Li Yuanchun Zhou Jianguo Wang Mingjie Tang LRM 15 0 0 09 Jun 2025
From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium Xie Yi Zhanke Zhou Chentao Cao Qiyu Niu Tongliang Liu Bo Han 27 0 0 09 Jun 2025
United Minds or Isolated Agents? Exploring Coordination of LLMs under Cognitive Load Theory HaoYang Shang Xuan Liu Zi Liang J. Zhang Haibo Hu Song Guo LLMAG 29 0 0 07 Jun 2025
Causal Graph based Event Reasoning using Semantic Relation Experts Mahnaz Koupaee Xueying Bai Mudan Chen Greg Durrett Nathanael Chambers Niranjan Balasubramanian 22 0 0 07 Jun 2025
Toward Data Systems That Are Business Semantic Centric and AI Agents Assisted Cecil Pang AI4CE 29 1 0 05 Jun 2025
Agentomics-ML: Autonomous Machine Learning Experimentation Agent for Genomic and Transcriptomic Data Vlastimil Martinek Andrea Gariboldi Dimosthenis Tzimotoudis Aitor Alberdi Escudero Edward Blake David Cechak Luke Cassar Alessandro Balestrucci Panagiotis Alexiou LLMAG 31 0 0 05 Jun 2025
AssetOpsBench: Benchmarking AI Agents for Task Automation in Industrial Asset Operations and Maintenance Dhaval Patel Shuxin Lin J. Rayfield Nianjun Zhou Roman Vaculin Natalia Martinez Fearghal O'Donncha Jayant Kalagnanam LLMAG LM&Ro Presented at ResearchTrend Connect \| LLMAG on 02 Jul 2025 87 0 0 04 Jun 2025
Training Cross-Morphology Embodied AI Agents: From Practical Challenges to Theoretical Foundations Shaoshan Liu Fan Wang Hongjun Zhou Yuanfeng Wang 89 0 0 04 Jun 2025
SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization Chenglong Ye Gang Xiong Junyou Shang Xingyuan Dai Xiaoyan Gong Yisheng Lv 61 0 0 04 Jun 2025
How do Pre-Trained Models Support Software Engineering? An Empirical Study in Hugging Face Alexandra González Xavier Franch David Lo Silverio Martínez-Fernández VLM 63 0 0 03 Jun 2025
Comprehensive Vulnerability Analysis is Necessary for Trustworthy LLM-MAS Pengfei He Yue Xing Shen Dong Juanhui Li Zhenwei Dai ... Hui Liu Han Xu Zhen Xiang Charu C. Aggarwal Hui Liu LLMAG 86 0 0 02 Jun 2025
Can AI Master Econometrics? Evidence from Econometrics AI Agent on Expert-Level Tasks Qiang Chen Tianyang Han Jin Li Ye Luo Yuxiao Wu Xiaowei Zhang Tuo Zhou 53 0 0 01 Jun 2025
RMoA: Optimizing Mixture-of-Agents through Diversity Maximization and Residual Compensation Zhentao Xie Chengcheng Han Jinxin Shi Wenjun Cui Xin Zhao Xingjiao Wu Jiabao Zhao 53 0 0 30 May 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring Sana Ebrahimi Mohsen Dehghankar Abolfazl Asudeh 45 0 0 30 May 2025
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation Mengkang Hu Yuhang Zhou Wendong Fan Yuzhou Nie Bowei Xia ... Yifeng Wang Qianshuo Ye Bernard Ghanem Ping Luo Guohao Li 168 10 0 29 May 2025
Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents Zhejian Yang Yongchao Chen Xueyang Zhou Jiangyue Yan D. Song ... Yuting Li Yu Zhang P. Zhou Hechang Chen Lichao Sun 81 0 0 29 May 2025
Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration Yilong Li Chen Qian Yu Xia Ruijie Shi Yufan Dang ... Ye Tian Xuantang Xiong Lei Han Zhiyuan Liu Maosong Sun LLMAG 76 0 0 29 May 2025
ChatCFD: an End-to-End CFD Agent with Domain-specific Structured Thinking E Fan Weizong Wang Tianhan Zhang ALM AI4CE 26 0 0 28 May 2025
Topological Structure Learning Should Be A Research Priority for LLM-Based Multi-Agent Systems J. Yang M. Zhang Yiqiao Jin Hao Chen Qingsong Wen Lu Lin Yi He Weijie Xu James Evans Jindong Wang LLMAG AI4CE 85 0 0 28 May 2025
Long Context Scaling: Divide and Conquer via Multi-Agent Question-driven Collaboration Sibo Xiao Zixin Lin Wenyang Gao Hui Chen Yue Zhang LLMAG 72 0 0 27 May 2025
Herd Behavior: Investigating Peer Influence in LLM-based Multi-Agent Systems Y. Cho Sharath Chandra Guntuku Lyle Ungar 35 0 0 27 May 2025
MT-Mol:Multi Agent System with Tool-based Reasoning for Molecular Optimization Hyomin Kim Yunhui Jang SungSoo Ahn LLMAG LRM 42 0 0 27 May 2025
Large Language Models Miss the Multi-Agent Mark Emanuele La Malfa Gabriele La Malfa Samuele Marro Jie M. Zhang Elizabeth Black Micheal Luck Philip Torr Michael Wooldridge LLMAG 44 1 0 27 May 2025
MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning Zikang Guo Benfeng Xu Xiaorui Wang Zhendong Mao 83 0 0 27 May 2025
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Qiushi Sun Zhoumianze Liu Chang Ma Zichen Ding Fangzhi Xu ... B. Kao Wenhai Wang Biqing Qi Lingpeng Kong Zhiyong Wu LLMAG LM&Ro 84 3 0 26 May 2025
MA-RAG: Multi-Agent Retrieval-Augmented Generation via Collaborative Chain-of-Thought Reasoning Thang Nguyen Peter Chin Yu-Wing Tai LRM 80 1 0 26 May 2025
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems Yu Shang Peijie Liu Yuwei Yan Zijing Wu Leheng Sheng ... An Zhang Fengli Xu Yu Wang M. Zhang Yong Li LLMAG 105 1 0 26 May 2025
Can Compressed LLMs Truly Act? An Empirical Evaluation of Agentic Capabilities in LLM Compression Peijie Dong Zhenheng Tang Xiang Liu Lujun Li Xiaowen Chu Bo Li 106 0 0 26 May 2025
Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding Patara Trirat Wonyong Jeong Sung Ju Hwang 92 0 0 26 May 2025
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling Jialong Zhou L. Wang Xiao Yang LLMAG 67 0 0 25 May 2025
MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems Xuanming Zhang Yuxuan Chen Min-Hsuan Yeh Yixuan Li LLMAG AI4CE 64 0 0 25 May 2025
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Xiaoqiang Wang Suyuchen Wang Yun Zhu Bang Liu ReLM LRM 123 0 0 25 May 2025
Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution Jiawei Du Jinlong Wu Yuzheng Chen Yucheng Hu Bing Li Joey Tianyi Zhou 253 0 0 23 May 2025
ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback Litao Guo Xinli Xu Luozhou Wang Jiantao Lin Jinsong Zhou Zixin Zhang Bolan Su Ying-Cong Chen LLMAG LRM 88 1 0 23 May 2025
LA-RCS: LLM-Agent-Based Robot Control System TaekHyun Park YoungJun Choi SeungHoon Shin Kwangil Lee 39 0 0 23 May 2025
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks Hongyuan Tao Ying Zhang Zhenhao Tang Hongen Peng Xukun Zhu ... Linchao Zhu Rui Wang Hang Yu Jianguo Li Peng Di 51 0 0 22 May 2025
Large Language Models as Computable Approximations to Solomonoff Induction Jun Wan Lingrui Mei 69 0 0 21 May 2025
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization Yuante Li Xu Yang Xiao Yang Minrui Xu Xisen Wang Weiqing Liu Jiang Bian AIFin 261 0 0 21 May 2025
LLM-DSE: Searching Accelerator Parameters with LLM Agents Hanyu Wang Xinrui Wu Zijian Ding Su Zheng Chengyue Wang Tony Nowatzki Yizhou Sun Jason Cong 107 1 0 18 May 2025
SOCIA: An End-to-End Agentic Framework for Automated Cyber-Physical-Social Simulator Generation Yuncheng Hua Ji Miao Mehdi Jafari Jianxiang Xie Hao Xue Flora D. Salim 163 0 0 17 May 2025