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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
PhishDebate: An LLM-Based Multi-Agent Framework for Phishing Website Detection Wenhao Li S. Manickam Yung-wey Chong Shankar Karuppayah LLMAG 40 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 82 0 0 18 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 22 0 0 18 Jun 2025
Systems-Theoretic and Data-Driven Security Analysis in ML-enabled Medical Devices Gargi Mitra Mohammadreza Hallajiyan Inji Kim Athish Pranav Dharmalingam Mohammed Elnawawy Shahrear Iqbal Karthik Pattabiraman Homa Alemzadeh 10 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 22 0 0 17 Jun 2025
TaskCraft: Automated Generation of Agentic Tasks Dingfeng Shi Jingyi Cao Qianben Chen W. Sun W. Li ... Jiaheng Liu Changwang Zhang Jun Wang Yuchen Eleanor Jiang Wangchunshu Zhou 46 0 0 11 Jun 2025
Application-Driven Value Alignment in Agentic AI Systems: Survey and Perspectives Wei Zeng Hengshu Zhu Chuan Qin Han Wu Yihang Cheng ... Xiaowei Jin Yinuo Shen Zhenxing Wang Feimin Zhong Hui Xiong AI4TS 65 0 0 11 Jun 2025
TACTIC: Translation Agents with Cognitive-Theoretic Interactive Collaboration Weiya Li Junjie Chen Bei Li Boyang Liu Zichen Wen ... Xiaoqian Liu Anping Liu Huajie Liu Hu Song Linfeng Zhang LLMAG 38 0 0 10 Jun 2025
CAF-I: A Collaborative Multi-Agent Framework for Enhanced Irony Detection with Large Language Models Ziqi.Liu Ziyang.Zhou Mingxuan.Hu 22 0 0 10 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
MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning Ye Bai Minghan Wang Thuy-Trang Vu LLMAG OffRL RALM LRM 66 0 0 06 Jun 2025
Demonstrations of Integrity Attacks in Multi-Agent Systems Can Zheng Yuhan Cao Xiaoning Dong Tianxing He LLMAG AAML 91 0 0 05 Jun 2025
Debate, Reflect, and Distill: Multi-Agent Feedback with Tree-Structured Preference Optimization for Efficient Language Model Enhancement Xiaofeng Zhou Heyan Huang Lizi Liao LLMAG 99 0 0 04 Jun 2025
The Cost of Dynamic Reasoning: Demystifying AI Agents and Test-Time Scaling from an AI Infrastructure Perspective Jiin Kim Byeongjun Shin Jinha Chung Minsoo Rhu LLMAG LRM 36 1 0 04 Jun 2025
Why do AI agents communicate in human language? Pengcheng Zhou Yinglun Feng Halimulati Julaiti Zhongliang Yang LLMAG 39 0 0 03 Jun 2025
Comparative Analysis of AI Agent Architectures for Entity Relationship Classification Maryam Berijanian Kuldeep Singh Amin Sehati 56 0 0 03 Jun 2025
The Future of Continual Learning in the Era of Foundation Models: Three Key Directions Jack Bell Luigi Quarantiello Eric Nuertey Coleman Lanpei Li Malio Li Mauro Madeddu Elia Piccoli Vincenzo Lomonaco KELM 32 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 84 0 0 02 Jun 2025
V-VAE: A Variational Auto Encoding Framework Towards Fine-Grained Control over Human-Like Chat Qi Lin Weikai Xu Lisi Chen Bin Dai 69 0 0 02 Jun 2025
ORMind: A Cognitive-Inspired End-to-End Reasoning Framework for Operations Research Zhiyuan Wang Bokui Chen Yinya Huang Qingxing Cao Ming He Jianping Fan Xiaodan Liang LRM 58 0 0 02 Jun 2025
Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs Yufa Zhou S. Wang Xingyu Dong Xiangqi Jin Yifang Chen Yue Min Kexin Yang Xingzhang Ren Dayiheng Liu Linfeng Zhang OffRL LRM 28 0 0 31 May 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring Sana Ebrahimi Mohsen Dehghankar Abolfazl Asudeh 38 0 0 30 May 2025
SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset Peng Xie Xingyuan Liu Tsz Wai Chan Yequan Bie Yangqiu Song Yang Wang Hao-tao Chen Kani Chen 19 0 0 30 May 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 44 0 0 30 May 2025
Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems Xu Shen Yixin Liu Yiwei Dai Yili Wang Rui Miao Yue Tan Shirui Pan Xin Wang 56 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
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 144 10 0 29 May 2025
SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Xinxing Ren Qianbo Zang Zekun Guo LLMAG 7 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
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation X. Xu Xinli Xu Sirui Chen Haoyu Chen Fan Zhang Ying-Cong Chen DiffM MLLM 46 0 0 27 May 2025
Long Context Scaling: Divide and Conquer via Multi-Agent Question-driven Collaboration Sibo Xiao Zixin Lin Wenyang Gao Yue Zhang LLMAG 60 0 0 27 May 2025
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration Zijun Liu Zhennan Wan Peng Li Ming Yan Ji Zhang Fei Huang Yang Liu LLMAG 78 0 0 27 May 2025
Towards Conversational Development Environments: Using Theory-of-Mind and Multi-Agent Architectures for Requirements Refinement Keheliya Gallaba Ali Arabat Dayi Lin Mohammed Sayagh Ahmed E. Hassan AI4CE 67 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 80 3 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
Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs Hao Kang Qingru Zhang Han Cai Weiyuan Xu Tushar Krishna Yilun Du Tsachy Weissman 63 0 0 26 May 2025
Frictional Agent Alignment Framework: Slow Down and Don't Break Things Abhijnan Nath Carine Graff Andrei Bachinin Nikhil Krishnaswamy 116 1 0 26 May 2025
MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems Xuanming Zhang Yuxuan Chen Min-Hsuan Yeh Yixuan Li LLMAG AI4CE 59 0 0 25 May 2025
LiteCUA: Computer as MCP Server for Computer-Use Agent on AIOS Kai Mei Xi Zhu Hang Gao Shuhang Lin Yongfeng Zhang 213 0 0 24 May 2025
MASTER: Multi-Agent Security Through Exploration of Roles and Topological Structures -- A Comprehensive Framework Yifan Zhu Chao Zhang Xin Shi Xueqiao Zhang Yi Yang Yawei Luo LLMAG 74 0 0 24 May 2025
AI-Researcher: Autonomous Scientific Innovation J. Tang Lianghao Xia Zhonghang Li Chao Huang LRM 74 0 0 24 May 2025
Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning Jinzheng Li Sibo Ju Yanzhou Su Hongguang Li Yiqing Shen LRM 42 0 0 24 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 251 0 0 23 May 2025
Optimizing LLM-Based Multi-Agent System with Textual Feedback: A Case Study on Software Development Ming Shen Raphael Shu Anurag Pratik James Gung Yubin Ge Monica Sunkara Yi Zhang LLMAG 60 0 0 22 May 2025
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning Zhepei Wei Wenlin Yao Yao Liu Weizhi Zhang Qin Lu ... Puyang Xu Chao Zhang Bing Yin Hyokun Yun Lihong Li OffRL CLL OnRL LRM 99 5 0 22 May 2025
MASLab: A Unified and Comprehensive Codebase for LLM-based Multi-Agent Systems Rui Ye Keduan Huang Qimin Wu Yuzhu Cai Tian Jin ... Bo An Yang Gao Wenjun Wu Lei Bai Siheng Chen LLMAG 124 1 0 22 May 2025
Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design Zhenkun Li Lingyao Li Shuhang Lin Yongfeng Zhang 38 0 0 22 May 2025
Adaptive Plan-Execute Framework for Smart Contract Security Auditing Zhiyuan Wei Jing Sun Zijian Zhang Zhe Hou Zixiao Zhao 189 0 0 21 May 2025
Prolonged Reasoning Is Not All You Need: Certainty-Based Adaptive Routing for Efficient LLM/MLLM Reasoning Jinghui Lu Haiyang Yu Siliang Xu Shiwei Ran Guozhi Tang ... Teng Fu Hao Feng Jingqun Tang Hongru Wang Can Huang LRM 111 3 0 21 May 2025
DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation He Wang Alexander Hanbo Li Yiqun Hu Sheng Zhang Hideo Kobayashi Jiani Zhang Henry Zhu Chung-Wei Hang Patrick Ng LLMAG 61 0 0 20 May 2025