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
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model Jingwen Zhou Qinghua Lu Jieshan Chen Liming Zhu Xiwei Xu Zhenchang Xing Stefan Harrer 36 0 0 06 Aug 2024
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies Feng He Tianqing Zhu Dayong Ye Bo Liu Wanlei Zhou Philip S. Yu PILM LLMAG ELM 68 22 0 28 Jul 2024
ComPeer: A Generative Conversational Agent for Proactive Peer Support Tianjian Liu Hongzheng Zhao Yuheng Liu Xingbo Wang Zhenhui Peng AI4MH LLMAG VLM 53 9 0 25 Jul 2024
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 47 27 0 22 Jul 2024
LLM-Collaboration on Automatic Science Journalism for the General Audience Gongyao Jiang Xinran Shi Qiong Luo 29 3 0 13 Jul 2024
PEER: Expertizing Domain-Specific Tasks with a Multi-Agent Framework and Tuning Methods Yiying Wang Xiaojing Li Binzhu Wang Yueyang Zhou Yingru Lin ... Fei Yu Zewei Zhao Song Jin Renji Gong Wanqing Xu 24 1 0 09 Jul 2024
Richelieu: Self-Evolving LLM-Based Agents for AI Diplomacy Zhenyu Guan Xiangyu Kong Fangwei Zhong Yizhou Wang 31 4 0 09 Jul 2024
Large Language Models for Power Scheduling: A User-Centric Approach T. Mongaillard S. Lasaulce Othman Hicheur Chao Zhang Lina Bariah V. Varma Hang Zou Qiyang Zhao Mérouane Debbah 19 12 0 29 Jun 2024
Word Matters: What Influences Domain Adaptation in Summarization? Yinghao Li Siyu Miao Heyan Huang Yang Gao 38 3 0 21 Jun 2024
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate Alfonso Amayuelas Xianjun Yang Antonis Antoniades Wenyue Hua Liangming Pan William Wang AAML LLMAG 33 9 0 20 Jun 2024
KAOS: Large Model Multi-Agent Operating System Zhao Zhuo Rongzhen Li Kai Liu Huhai Zou KaiMao Li Jie Yu Tianhao Sun Qingbo Wu VLM LLMAG 36 1 0 17 Jun 2024
MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data Yaobin Ling Xiaoqian Jiang Yejin Kim SyDa 36 4 0 15 Jun 2024
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 56 44 0 11 Jun 2024
A Survey on Medical Large Language Models: Technology, Application, Trustworthiness, and Future Directions Lei Liu Xiaoyan Yang Junchi Lei Xiaoyang Liu Yue Shen ... Peng Wei Jinjie Gu Zhixuan Chu Zhan Qin Kui Ren LM&MA AILaw 34 14 0 06 Jun 2024
Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration Junyang Wang Haiyang Xu Haitao Jia Xi Zhang Ming Yan Weizhou Shen Ji Zhang Fei Huang Jitao Sang LM&Ro LLMAG 29 44 0 03 Jun 2024
Cognitive Insights and Stable Coalition Matching for Fostering Multi-Agent Cooperation Jiaqi Shao Tianjun Yuan Tao Lin Xuanyu Cao 40 0 0 28 May 2024
A New Era in Human Factors Engineering: A Survey of the Applications and Prospects of Large Multimodal Models Fan Li Ching-Hung Lee Su Han Shanshan Feng Zhuoxuan Jiang Zhu Sun AI4CE 30 2 0 22 May 2024
From Sora What We Can See: A Survey of Text-to-Video Generation Rui Sun Yumin Zhang Tejal Shah Jiahao Sun Shuoying Zhang Wenqi Li Haoran Duan Bo Wei R. Ranjan EGVM 79 17 0 17 May 2024
Agent Design Pattern Catalogue: A Collection of Architectural Patterns for Foundation Model based Agents Yue Liu Sin Kit Lo Qinghua Lu Liming Zhu Dehai Zhao Xiwei Xu Stefan Harrer Jon Whittle LLMAG AI4CE 25 10 0 16 May 2024
Assessing and Verifying Task Utility in LLM-Powered Applications Negar Arabzadeh Siging Huo Nikhil Mehta Qinqyun Wu Chi Wang Ahmed Hassan Awadallah Charles L. A. Clarke Julia Kiseleva 30 10 0 03 May 2024
Fake Artificial Intelligence Generated Contents (FAIGC): A Survey of Theories, Detection Methods, and Opportunities Xiaomin Yu Yezhaohui Wang Yanfang Chen Zhen Tao Dinghao Xi Shichao Song Simin Niu Zhiyu Li 62 7 0 25 Apr 2024
Follow-Me AI: Energy-Efficient User Interaction with Smart Environments Alaa Saleh Praveen Kumar Donta Roberto Morabito Naser Hossein Motlagh Lauri Lovén 14 4 0 18 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 32 23 0 02 Apr 2024
Helmsman of the Masses? Evaluate the Opinion Leadership of Large Language Models in the Werewolf Game Silin Du Xiaowei Zhang LLMAG 20 5 0 02 Apr 2024
CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models Xuechen Liang Meiling Tao Yinghui Xia Yiting Xie Jun Wang JingSong Yang LLMAG 21 12 0 02 Apr 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 27 45 0 30 Mar 2024
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution Wei Tao Yucheng Zhou Yanlin Wang Wenqiang Zhang Hongyu Zhang Yu-Xi Cheng LLMAG 52 36 0 26 Mar 2024
Depending on yourself when you should: Mentoring LLM with RL agents to become the master in cybersecurity games Yikuan Yan Yaolun Zhang Keman Huang 21 10 0 26 Mar 2024
LLMs-based Few-Shot Disease Predictions using EHR: A Novel Approach Combining Predictive Agent Reasoning and Critical Agent Instruction Hejie Cui Zhuocheng Shen Jieyu Zhang Hui Shao Lianhui Qin Joyce C. Ho Carl Yang LM&MA 37 12 0 19 Mar 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models Zehui Chen Kuikun Liu Qiuchen Wang Wenwei Zhang Jiangning Liu Dahua Lin Kai-xiang Chen Feng Zhao LLMAG ALM AIFin 54 27 0 19 Mar 2024
Embodied LLM Agents Learn to Cooperate in Organized Teams Xudong Guo Kaixuan Huang Jiale Liu Wenhui Fan Natalia Vélez Qingyun Wu Huazheng Wang Thomas L. Griffiths Mengdi Wang LM&Ro LLMAG 41 38 0 19 Mar 2024
Learning to Use Tools via Cooperative and Interactive Agents Zhengliang Shi Shen Gao Xiuyi Chen Zhumin Chen Lingyong Yan Haibo Shi Dawei Yin Pengjie Ren Suzan Verberne Zhaochun Ren LLMAG 24 24 0 05 Mar 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents Yuqi Zhu Shuofei Qiao Yixin Ou Shumin Deng N. Zhang Shiwei Lyu Yue Shen Lei Liang Jinjie Gu H. Chen LLMAG LM&Ro 75 26 0 05 Mar 2024
DEEM: Dynamic Experienced Expert Modeling for Stance Detection Xiaolong Wang Yile Wang Sijie Cheng Peng Li Yang Janet Liu 20 5 0 23 Feb 2024
Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One Tianlin Li Xiaoyu Zhang Chao Du Tianyu Pang Qian Liu Qing-Wu Guo Chao Shen Yang Liu ALM 31 9 0 19 Feb 2024
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data Haoyang Liu Yijiang Li Jinglin Jian Yuxuan Cheng Jianrong Lu Shuyi Guo Jinglei Zhu Mianchen Zhang Miantong Zhang Haohan Wang 19 4 0 15 Feb 2024
Towards better Human-Agent Alignment: Assessing Task Utility in LLM-Powered Applications Negar Arabzadeh Julia Kiseleva Qingyun Wu Chi Wang Ahmed Hassan Awadallah Victor C. Dibia Adam Fourney Charles L. A. Clarke LLMAG 29 7 0 14 Feb 2024
AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems Jiaying Lu Bo Pan Jieyi Chen Yingchaojie Feng Jingyuan Hu Yuchen Peng Wei Chen 34 13 0 14 Feb 2024
UFO: A UI-Focused Agent for Windows OS Interaction Chaoyun Zhang Liqun Li Shilin He Xu Zhang Bo Qiao ... Yu Kang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang LLMAG 58 66 0 08 Feb 2024
LLM Multi-Agent Systems: Challenges and Open Problems Shanshan Han Qifan Zhang Yuhang Yao Weizhao Jin Zhaozhuo Xu LLMAG 35 10 0 05 Feb 2024
LLM Voting: Human Choices and AI Collective Decision Making Joshua C. Yang Damian Dailisan Marcin Korecki C. I. Hausladen Dirk Helbing 29 18 0 31 Jan 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 22 0 0 28 Jan 2024
YODA: Teacher-Student Progressive Learning for Language Models Jianqiao Lu Wanjun Zhong Yufei Wang Zhijiang Guo Qi Zhu ... Baojun Wang Yasheng Wang Lifeng Shang Xin Jiang Qun Liu LRM 14 6 0 28 Jan 2024
PsySafe: A Comprehensive Framework for Psychological-based Attack, Defense, and Evaluation of Multi-agent System Safety Zaibin Zhang Yongting Zhang Lijun Li Hongzhi Gao Lijun Wang Huchuan Lu Feng Zhao Yu Qiao Jing Shao LLMAG 12 29 0 22 Jan 2024
Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native Yao Lu Song Bian Lequn Chen Yongjun He Yulong Hui ... Huanchen Zhang Minjia Zhang Qizhen Zhang Tianyi Zhou Danyang Zhuo 13 6 0 17 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 28 32 0 10 Jan 2024
SpeechAgents: Human-Communication Simulation with Multi-Modal Multi-Agent Systems Dong Zhang Zhaowei Li Pengyu Wang Xin Zhang Yaqian Zhou Xipeng Qiu LLMAG 35 2 0 08 Jan 2024
XUAT-Copilot: Multi-Agent Collaborative System for Automated User Acceptance Testing with Large Language Model Zhitao Wang Wei Wang Zirao Li Long Wang Can Yi Xinjie Xu Luyang Cao Hanjing Su Shouzhi Chen Jun Zhou ALM LLMAG 29 7 0 05 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 18 71 0 01 Jan 2024
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 75 69 0 08 Dec 2023