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CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

31 March 2023

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Papers citing "CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society"

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Title
Self-Resource Allocation in Multi-Agent LLM Systems Alfonso Amayuelas Jingbo Yang Saaket Agashe Ashwin Nagarajan Antonis Antoniades Xinze Wang William Wang 183 6 0 02 Apr 2025
Automated detection of atomicity violations in large-scale systems Hang He Yixing Luo Chengcheng Wan Ting Su Haiying Sun G. Pu 83 0 0 01 Apr 2025
$$\textit{Agents Under Siege}$: Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks$ $\textit{Agents Under Siege}$ : Breaking Pragmatic Multi-Agent LLM Systems with Optimized Prompt Attacks Rana Muhammad Shahroz Khan Zhen Tan Sukwon Yun Charles Flemming Tianlong Chen AAML LLMAG Presented at ResearchTrend Connect \| LLMAG on 23 Apr 2025 196 4 0 31 Mar 2025
EncGPT: A Multi-Agent Workflow for Dynamic Encryption Algorithms Donghe Li Zuchen Li Ye Yang Li Sun Dou An Qingyu Yang 80 0 0 29 Mar 2025
A Survey on Remote Sensing Foundation Models: From Vision to Multimodality Ziyue Huang Hongxi Yan Qiqi Zhan Shuai Yang Mingming Zhang Yiming Lei Chenkai Zhang Zeming Liu Qingjie Liu Yansen Wang 147 2 0 28 Mar 2025
AgentSpec: Customizable Runtime Enforcement for Safe and Reliable LLM Agents Haoyu Wang Christopher M. Poskitt Jun Sun 95 1 0 24 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 118 1 0 22 Mar 2025
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information Hojun Cho Donghu Kim Soyoung Yang Chan Lee Hunjoo Lee Jaegul Choo 81 1 0 22 Mar 2025
Position: Interactive Generative Video as Next-Generation Game Engine Jiwen Yu Yiran Qin Haoxuan Che Quande Liu Xintao Wang Pengfei Wan Di Zhang Xihui Liu VGen 109 4 0 21 Mar 2025
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow Ziyue Wang Junde Wu Linghan Cai Chang Han Low Xihong Yang Qiaxuan Li Yueming Jin LRM 145 2 0 21 Mar 2025
Towards Agentic Recommender Systems in the Era of Multimodal Large Language Models Chengkai Huang Junda Wu Yu Xia Zixu Yu Ruhan Wang ... Ryan Rossi Branislav Kveton Dongruo Zhou Julian McAuley Lina Yao 109 4 0 20 Mar 2025
EmpathyAgent: Can Embodied Agents Conduct Empathetic Actions? Xinyan Chen Jiaxin Ge Hongming Dai Qiang Zhou Qiuxuan Feng Jingtong Hu Yun Wang Jiaming Liu Shanghang Zhang LM&Ro 97 0 0 19 Mar 2025
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration David Wan Justin Chih-Yao Chen Elias Stengel-Eskin Joey Tianyi Zhou LLMAG LRM 76 1 0 19 Mar 2025
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding S. Han Peng Xia Ruiyi Zhang Tong Sun Yun Li Hongtu Zhu Huaxiu Yao VLM 186 8 0 18 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 234 39 0 17 Mar 2025
SagaLLM: Context Management, Validation, and Transaction Guarantees for Multi-Agent LLM Planning Edward Y. Chang Longling Geng LLMAG LRM 126 5 0 15 Mar 2025
Cerebrum (AIOS SDK): A Platform for Agent Development, Deployment, Distribution, and Discovery Balaji Rama Kai Mei Yongfeng Zhang LLMAG 107 3 0 14 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 118 2 0 14 Mar 2025
LLMs Working in Harmony: A Survey on the Technological Aspects of Building Effective LLM-Based Multi Agent Systems R. M. Aratchige W. M. K. S. Ilmini LLMAG 96 0 0 13 Mar 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents Boyu Chen Zhengrong Yue Siran Chen Zehua Wang Yang Liu Ziwei Sun Yansen Wang VLM 477 2 0 13 Mar 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 137 1 0 12 Mar 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions Mourad Gridach Jay Nanavati Khaldoun Zine El Abidine Lenon Mendes Christina Mack 130 9 0 12 Mar 2025
AI-driven control of bioelectric signalling for real-time topological reorganization of cells Gonçalo Hora de Carvalho AI4CE 116 0 0 10 Mar 2025
ReelWave: Multi-Agentic Movie Sound Generation through Multimodal LLM Conversation Zixuan Wang Chi-Keung Tang Yu-Wing Tai VGen DiffM 133 0 0 10 Mar 2025
ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA Zhao Xinjie Fan Gao Rui Yang Yingjian Chen Yuyang Wang Ying Zhu Jiacheng Tang Irene Li Y. Matsuo Irene Li KELM LRM 110 1 0 10 Mar 2025
DynTaskMAS: A Dynamic Task Graph-driven Framework for Asynchronous and Parallel LLM-based Multi-Agent Systems Junwei Yu Yepeng Ding Hiroyuki Sato AI4CE LLMAG 82 0 0 10 Mar 2025
ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for MLLM-based Process Judges Jiaxin Ai Pengfei Zhou Zhaopan Xu Ming Li Fanrui Zhang ... Jianwen Sun Yukang Feng Baojin Huang Zhongyuan Wang Kai Zhang ELM 479 1 0 09 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 162 7 0 06 Mar 2025
CHOP: Mobile Operating Assistant with Constrained High-frequency Optimized Subtask Planning Yuqi Zhou Shuai Wang Sunhao Dai Qinglin Jia Zhaocheng Du Zhenhua Dong Jun Xu LM&Ro 116 2 0 05 Mar 2025
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems Guangyi Liu Shuo Tang Rui Ge Yaxin Du Zhenfei Yin Tian Jin Jing Shao LLMAG 151 7 0 05 Mar 2025
Towards Understanding Multi-Round Large Language Model Reasoning: Approximability, Learnability and Generalizability Chenhui Xu Dancheng Liu Jiajie Li Amir Nassereldine Zhaohui Li Jinjun Xiong LRM 95 0 0 05 Mar 2025
PersonaX: A Recommendation Agent Oriented User Modeling Framework for Long Behavior Sequence Yunxiao Shi Wujiang Xu Zeqi Zhang Xing Zi Qiang Wu Min Xu 138 1 0 04 Mar 2025
MultiAgentBench: Evaluating the Collaboration and Competition of LLM agents Kunlun Zhu Hongyi Du Zhaochen Hong Xiaocheng Yang Shuyi Guo ... Zhenhailong Wang Cheng Qian Xiangru Tang Heng Ji Jiaxuan You LLMAG 129 13 0 03 Mar 2025
CrowdSelect: Synthetic Instruction Data Selection with Multi-LLM Wisdom Yisen Li Lingfeng Yang Wenxuan Shen Pan Zhou Yao Wan Weiwei Lin Danny Chen 106 1 0 03 Mar 2025
Rehearse With User: Personalized Opinion Summarization via Role-Playing based on Large Language Models Yanyue Zhang Yulan He Deyu Zhou 101 0 0 01 Mar 2025
Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers Shalev Lifshitz Sheila A. McIlraith Yilun Du LRM 136 8 0 27 Feb 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 144 2 0 27 Feb 2025
Agent-centric Information Access Evangelos Kanoulas Panagiotis Eustratiadis Yongkang Li Yougang Lyu Vaishali Pal Gabrielle Poerwawinata Jingfen Qiao Zihan Wang AIFin 58 1 0 26 Feb 2025
REALM-Bench: A Real-World Planning Benchmark for LLMs and Multi-Agent Systems Longling Geng Edward Y. Chang LLMAG 127 4 0 26 Feb 2025
Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT Hediyeh Baban Sai A Pidapar Aashutosh Nema Sichen Lu LLMAG 134 0 0 25 Feb 2025
MA-GTS: A Multi-Agent Framework for Solving Complex Graph Problems in Real-World Applications Zike Yuan Ming Liu Hui Wang Bing Qin LLMAG AI4CE 62 0 0 25 Feb 2025
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve? Zhenheng Tang Xiang Liu Qian Wang Peijie Dong Bingsheng He Xiaowen Chu Bo Li LRM 122 2 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 148 5 0 24 Feb 2025
Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems Tianjie Ju Binghai Wang Hao Fei Mong Li Lee Wynne Hsu ... Qianren Wang Pengzhou Cheng Zongru Wu Zhuosheng Zhang Gongshen Liu AAML 58 0 0 24 Feb 2025
The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems Zengqing Wu Takayuki Ito 106 2 0 23 Feb 2025
Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps? Sougata Saha Saurabh Kumar Pandey Harshit Gupta Monojit Choudhury 150 0 0 21 Feb 2025
Synthesizing Post-Training Data for LLMs through Multi-Agent Simulation Shuo Tang Xianghe Pang Zexi Liu Bohan Tang Guangyi Liu Xiaowen Dong Yanjie Wang Yanfeng Wang Tian Jin SyDa LLMAG 233 7 0 21 Feb 2025
RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents Weizhe Chen Sven Koenig B. Dilkina LLMAG 214 12 0 17 Feb 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition Kenan Jiang Li Xiong Fei Liu 110 1 0 17 Feb 2025
Scaling Autonomous Agents via Automatic Reward Modeling And Planning Zhenfang Chen Delin Chen Rui Sun Wenjun Liu Chuang Gan LLMAG 103 4 0 17 Feb 2025