Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

5 June 2023

Papers citing "Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents"

50 / 122 papers shown

Title
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions K. Teranishi Harshitha Menon William F. Godoy Prasanna Balaprakash David Bau ... Swaroop Pophale Pedro Valero-Lara Jeffrey S. Vetter Samuel Williams Aaron R. Young 11 0 0 13 May 2025
The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News Yuhan Liu Y. Liu Xiaoqing Zhang X. Chen Rui Yan LLMAG 27 0 0 13 May 2025
GraphicBench: A Planning Benchmark for Graphic Design with Language Agents Dayeon Ki Tianyi Zhou Marine Carpuat Gang Wu Puneet Mathur Viswanathan Swaminathan LLMAG LM&Ro 48 0 0 15 Apr 2025
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention Gleb Rodionov Roman Garipov Alina Shutova George Yakushev Vage Egiazarian Anton Sinitsin Denis Kuznedelev Dan Alistarh LRM 27 1 0 08 Apr 2025
Measurement of LLM's Philosophies of Human Nature Minheng Ni Ennan Wu Zidong Gong Z. Yang Linjie Li Chung-Ching Lin Kevin Qinghong Lin Lijuan Wang Wangmeng Zuo 27 0 0 03 Apr 2025
Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute Jianhao Chen Zishuo Xun Bocheng Zhou Han Qi Qiaosheng Zhang ... Wei Hu Yuzhong Qu W. Ouyang Wanli Ouyang Shuyue Hu 74 0 0 01 Apr 2025
REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation Puzhen Yuan Angyuan Ma Yunchao Yao Huaxiu Yao M. Tomizuka Mingyu Ding LM&Ro 62 1 0 28 Mar 2025
TAMA: A Human-AI Collaborative Thematic Analysis Framework Using Multi-Agent LLMs for Clinical Interviews Huimin Xu Seungjun Yi Terence Lim Jiawei Xu Andrew Well ... Y. Zhang Heng Ji Keshav Pingali Yan Leng Ying Ding LLMAG 83 0 0 26 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 125 6 0 17 Mar 2025
Advanced Tool Learning and Selection System (ATLASS): A Closed-Loop Framework Using LLM Mohd Ariful Haque Justin Williams Sunzida Siddique Md. Hujaifa Islam Hasmot Ali Kishor Datta Gupta Roy George 56 0 0 13 Mar 2025
DeFine: A Decomposed and Fine-Grained Annotated Dataset for Long-form Article Generation Ming Wang Fang Wang Minghao Hu Li He Haiyang Wang ... Li Li Zhunchen Luo Wei Luo Xiaoying Bai Guotong Geng 61 0 0 10 Mar 2025
This Is Your Doge, If It Please You: Exploring Deception and Robustness in Mixture of LLMs Lorenz Wolf Sangwoong Yoon Ilija Bogunovic 45 0 0 07 Mar 2025
AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management Junyuan Mao Fanci Meng Yifan Duan Miao Yu X. Jia Junfeng Fang Yuxuan Liang K. Wang Qingsong Wen LLMAG AAML 44 1 0 06 Mar 2025
Graph-Augmented Reasoning: Evolving Step-by-Step Knowledge Graph Retrieval for LLM Reasoning Wenjie Wu Yongcheng Jing Yingjie Wang Wenbin Hu Dacheng Tao RALM LRM 64 2 0 03 Mar 2025
PodAgent: A Comprehensive Framework for Podcast Generation Yujia Xiao Lei He Haohan Guo Fenglong Xie Tan Lee 47 0 0 01 Mar 2025
Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT Hediyeh Baban Sai A Pidapar Aashutosh Nema Sichen Lu LLMAG 72 0 0 25 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju B. Wang Hao Fei M. Lee W. Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 36 0 0 24 Feb 2025
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment Yuxing Lu Jinzhuo Wang 38 1 0 10 Feb 2025
Automated Consistency Analysis of LLMs Aditya Patwardhan Vivek Vaidya Ashish Kundu 50 0 0 10 Feb 2025
Unmasking Conversational Bias in AI Multiagent Systems Erica Coppolillo Giuseppe Manco Luca Maria Aiello LLMAG 52 0 0 24 Jan 2025
Multi-Agent Collaboration Mechanisms: A Survey of LLMs Khanh-Tung Tran Dung Dao Minh-Duong Nguyen Quoc-Viet Pham Barry O’Sullivan Hoang D. Nguyen LLMAG 90 23 0 10 Jan 2025
CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic Huaiyuan Yao Longchao Da Vishnu Nandam Justin Turnau Zhiwei Liu Linsey Pang Hua Wei LLMAG 61 4 0 10 Jan 2025
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents Mingyu Jin Beichen Wang Zhaoqian Xue Suiyuan Zhu Wenyue Hua Hua Tang Kai Mei Mengnan Du Yongfeng Zhang LM&Ro LLMAG 72 10 0 03 Jan 2025
Multi-Agent Planning Using Visual Language Models Michele Brienza F. Argenziano Vincenzo Suriani D. Bloisi Daniele Nardi LM&Ro LLMAG 62 4 0 31 Dec 2024
Deploying Foundation Model Powered Agent Services: A Survey Wenchao Xu Jinyu Chen Peirong Zheng Xiaoquan Yi Tianyi Tian ... Quan Wan Haozhao Wang Yunfeng Fan Qinliang Su Xuemin Shen AI4CE 112 1 0 18 Dec 2024
Towards Effective GenAI Multi-Agent Collaboration: Design and Evaluation for Enterprise Applications Raphael Shu Nilaksh Das Michelle Yuan Monica Sunkara Yi Zhang LLMAG 69 2 0 06 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 80 11 0 04 Dec 2024
Multi-Agent Collaboration in Incident Response with Large Language Models Zefang Liu LLMAG AI4CE 71 0 0 01 Dec 2024
LLM-R: A Framework for Domain-Adaptive Maintenance Scheme Generation Combining Hierarchical Agents and RAG Laifa Tao Qixuan Huang Xianjun Wu Weiwei Zhang Yunlong Wu Bin Li Chen Lu Xingshuo Hai 44 0 0 07 Nov 2024
Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks Adam Fourney Gagan Bansal Hussein Mozannar Cheng Tan Eduardo Salinas ... Victor C. Dibia Ahmed Hassan Awadallah Ece Kamar Rafah Hosn Saleema Amershi AI4CE LRM LLMAG 38 34 0 07 Nov 2024
Asynchronous Tool Usage for Real-Time Agents Antonio A. Ginart Naveen Kodali J. Lee Caiming Xiong Silvio Savarese John Emmons LLMAG SyDa 23 0 0 28 Oct 2024
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions Ziming Li Qianbo Zang David Ma Jiawei Guo Tuney Zheng ... J. Liu Wanjun Zhong Wangchunshu Zhou Wenhao Huang Ge Zhang 19 14 0 27 Oct 2024
Can We Trust AI Agents? An Experimental Study Towards Trustworthy LLM-Based Multi-Agent Systems for AI Ethics José Antonio Siqueira de Cerqueira Mamia Agbese Rebekah A. Rousi Nannan Xi Juho Hamari P. Abrahamsson LLMAG 31 4 0 25 Oct 2024
An Electoral Approach to Diversify LLM-based Multi-Agent Collective Decision-Making Xiutian Zhao Ke Wang Wei Peng 26 1 0 19 Oct 2024
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise Xingang Guo Darioush Keivan U. Syed Lianhui Qin Huan Zhang Geir Dullerud Peter M. Seiler Bin Hu 26 4 0 17 Oct 2024
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence Shangbin Feng Zifeng Wang Yike Wang Sayna Ebrahimi Hamid Palangi ... Nathalie Rauschmayr Yejin Choi Yulia Tsvetkov Chen-Yu Lee Tomas Pfister MoMe 30 3 0 15 Oct 2024
TPO: Aligning Large Language Models with Multi-branch & Multi-step Preference Trees Weibin Liao Xu Chu Yasha Wang LRM 38 6 0 10 Oct 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu Lingyong Yan Zihan Wang Dawei Yin Pengjie Ren Maarten de Rijke Z. Z. Ren 55 6 0 10 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration Fantine Huot Reinald Kim Amplayo Jennimaria Palomaki Alice Shoshana Jakobovits Elizabeth Clark Mirella Lapata 43 7 0 03 Oct 2024
Role-RL: Online Long-Context Processing with Role Reinforcement Learning for Distinct LLMs in Their Optimal Roles Lewei He Tianyu Shi Pengran Huang Bingzhi Chen Qianglong Chen Jiahui Pan OffRL 33 0 0 26 Sep 2024
REBEL: Rule-based and Experience-enhanced Learning with LLMs for Initial Task Allocation in Multi-Human Multi-Robot Teaming Arjun Gupte Ruiqi Wang Vishnunandan L. N. Venkatesh Taehyeon Kim Dezhong Zhao Ziqin Yuan Byung-Cheol Min 26 0 0 24 Sep 2024
Improving LLM Reasoning with Multi-Agent Tree-of-Thought Validator Agent Fatemeh Haji Mazal Bethany Maryam Tabar Jason Chiang Anthony Rios Peyman Najafirad LLMAG LRM AI4CE 32 4 0 17 Sep 2024
Automate Strategy Finding with LLM in Quant Investment Zhizhuo Kou Holam Yu Jingshu Peng Lei Chen Lei Chen AIFin 40 5 0 10 Sep 2024
MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation Yuqian Wu Yuhong Peng Jiapeng Yu Raymond S. T. Lee LLMAG 26 2 0 05 Sep 2024
Large Language Model-Based Agents for Software Engineering: A Survey Junwei Liu Kaixin Wang Yixuan Chen Xin Peng Zhenpeng Chen Lingming Zhang Yiling Lou AI4CE LLMAG LM&Ro 42 36 0 04 Sep 2024
Focus Agent: LLM-Powered Virtual Focus Group Taiyu Zhang Xuesong Zhang Robbe Cools Adalberto L. Simeone LLMAG 27 1 0 03 Sep 2024
EMPOWER: Embodied Multi-role Open-vocabulary Planning with Online Grounding and Execution F. Argenziano Michele Brienza Vincenzo Suriani Daniele Nardi D. Bloisi LM&Ro 41 1 0 30 Aug 2024
PrivacyLens: Evaluating Privacy Norm Awareness of Language Models in Action Yijia Shao Tianshi Li Weiyan Shi Yanchen Liu Diyi Yang PILM 44 13 0 29 Aug 2024
Reasoning and Tools for Human-Level Forecasting Elvis Hsieh Preston Fu Jonathan Chen ReLM LLMAG LRM 26 1 0 21 Aug 2024
AgentCourt: Simulating Court with Adversarial Evolvable Lawyer Agents Guhong Chen Liyang Fan Zihan Gong Nan Xie Zixuan Li Ziqiang Liu Chengming Li Qiang Qu Shiwen Ni Min Yang LLMAG ELM 29 5 0 15 Aug 2024