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MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
International Conference on Learning Representations (ICLR), 2023
1 August 2023
Sirui Hong
Mingchen Zhuge
Jonathan Chen
Xiawu Zheng
Yuheng Cheng
Ceyao Zhang
Jinlin Wang
Zili Wang
Steven Ka Shing Yau
Z. Lin
Liyang Zhou
Chenyu Ran
Lingfeng Xiao
Chenglin Wu
Jürgen Schmidhuber
LLMAG
AIFin
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HuggingFace (2 upvotes)
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Papers citing
"MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework"
50 / 433 papers shown
EMOS: Embodiment-aware Heterogeneous Multi-robot Operating System with LLM Agents
International Conference on Learning Representations (ICLR), 2024
Junting Chen
Checheng Yu
Xunzhe Zhou
Tianqi Xu
Yao Mu
Mengkang Hu
Wenqi Shao
Yun Wang
Ge Li
Lin Shao
369
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0
30 Oct 2024
GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
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Qizhi Chu
Yuxiao Chen
Y. Liu
Yaoqi Liu
Zekai Yu
Weize Chen
Chen Qian
C. Shi
Cheng Yang
LLMAG
552
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23 Oct 2024
SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning
Yizhou Chi
Yizhang Lin
Sirui Hong
Duyi Pan
Yaying Fei
...
Tianqi Pang
Jacky Kwok
Ceyao Zhang
Bang Liu
Chenglin Wu
LLMAG
301
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22 Oct 2024
MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration
Siyuan Lu
Jiaqi Shao
B. Luo
Tao Lin
LM&Ro
LLMAG
AI4CE
353
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19 Oct 2024
Conformity in Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Xiaochen Zhu
Caiqi Zhang
Tom Stafford
Nigel Collier
Andreas Vlachos
514
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16 Oct 2024
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
Shangbin Feng
Zifeng Wang
Yike Wang
Sayna Ebrahimi
Hamid Palangi
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Nathalie Rauschmayr
Yejin Choi
Yulia Tsvetkov
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Tomas Pfister
MoMe
309
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G-Designer: Architecting Multi-agent Communication Topologies via Graph Neural Networks
Guibin Zhang
Xinfeng Li
Xiangguo Sun
Guancheng Wan
Miao Yu
Cunchun Li
Kun Wang
Dawei Cheng
Dawei Cheng
AAML
AI4CE
580
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Denial-of-Service Poisoning Attacks against Large Language Models
Kuofeng Gao
Tianyu Pang
Chao Du
Yong Yang
Shu-Tao Xia
Min Lin
SILM
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378
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Agentic Information Retrieval
Weinan Zhang
Junwei Liao
Ning Li
Kounianhua Du
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AIFin
511
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13 Oct 2024
DAWN: Designing Distributed Agents in a Worldwide Network
IEEE Access (IEEE Access), 2024
Zahra Aminiranjbar
Jianan Tang
Qiudan Wang
Shubha Pant
Mahesh Viswanathan
AI4CE
LLMAG
415
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11 Oct 2024
Diversity of Thought Elicits Stronger Reasoning Capabilities in Multi-Agent Debate Frameworks
Journal of Robotics and Automation Research (JRAR), 2024
Mahmood Hegazy
LLMAG
LRM
AI4CE
303
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10 Oct 2024
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Weize Chen
Qixin Xu
Chen Qian
Cheng Yang
Zhiyuan Liu
Maosong Sun
LLMAG
268
17
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10 Oct 2024
COMMA: A Communicative Multimodal Multi-Agent Benchmark
Timothy Ossowski
Jixuan Chen
Danyal Maqbool
Zefan Cai
Tyler Bradshaw
Junjie Hu
VLM
525
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10 Oct 2024
MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization
International Conference on Learning Representations (ICLR), 2024
Yougang Lyu
Lingyong Yan
Zihan Wang
D. Yin
Sudipta Singha Roy
Maarten de Rijke
Zhaochun Ren
588
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10 Oct 2024
Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Tianyi Bai
Ling Yang
Zhen Hao Wong
Fupeng Sun
Jiahui Peng
...
Lijun Wu
Jiantao Qiu
Wentao Zhang
Binhang Yuan
Conghui He
LLMAG
393
6
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10 Oct 2024
Scalable and Accurate Graph Reasoning with LLM-based Multi-Agents
Yuwei Hu
Runlin Lei
Xinyi Huang
Zhewei Wei
Yongchao Liu
LLMAG
386
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07 Oct 2024
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents
International Conference on Learning Representations (ICLR), 2024
Junpeng Yue
Xinru Xu
Börje F. Karlsson
Zongqing Lu
378
8
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04 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems
International Conference on Learning Representations (ICLR), 2024
Ao Li
Yuexiang Xie
Songze Li
Fugee Tsung
Bolin Ding
Yaliang Li
AIFin
955
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03 Oct 2024
Agents' Room: Narrative Generation through Multi-step Collaboration
International Conference on Learning Representations (ICLR), 2024
Fantine Huot
Reinald Kim Amplayo
Jennimaria Palomaki
Alice Shoshana Jakobovits
Elizabeth Clark
Mirella Lapata
362
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03 Oct 2024
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
Patara Trirat
Wonyong Jeong
Sung Ju Hwang
LLMAG
368
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03 Oct 2024
A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction
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Yujie Chen
Ming Gao
Zhiqiao Wu
Jiafu Tang
Jiabi Zhao
AI4TS
MoE
275
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26 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
Siyun Zhao
Yuqing Yang
Zilong Wang
Zhiyuan He
Luna Qiu
Lili Qiu
SyDa
RALM
3DV
322
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23 Sep 2024
Integrated Design and Governance of Agentic AI Systems through Adaptive Information Modulation
Qiliang Chen
Sepehr Ilami
Nunzio Lorè
Babak Heydari
333
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HyperAgent: Generalist Software Engineering Agents to Solve Coding Tasks at Scale
Huy N. Phan
Phong X. Nguyen
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Nghi D. Q. Bui
LLMAG
367
31
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09 Sep 2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework
Zhifei Xie
Daniel Tang
Dingwei Tan
Jacques Klein
Tegawend F. Bissyand
Saad Ezzini
VGen
229
22
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21 Aug 2024
Automated Prompt Engineering for Cost-Effective Code Generation Using Evolutionary Algorithm
Hamed Taherkhani
Melika Sepindband
H. Pham
Song Wang
Hadi Hemmati
277
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20 Aug 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Mengkang Hu
Tianxing Chen
Qiguang Chen
Yao Mu
Wenqi Shao
Ping Luo
LM&Ro
LLMAG
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279
36
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18 Aug 2024
Text2BIM: Generating Building Models Using a Large Language Model-based Multi-Agent Framework
Changyu Du
Sebastian Esser
Stavros Nousias
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AI4CE
LM&Ro
275
15
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15 Aug 2024
Automated Design of Agentic Systems
International Conference on Learning Representations (ICLR), 2024
Shengran Hu
Cong Lu
Jeff Clune
AI4CE
445
119
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15 Aug 2024
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents
Yanqi Dai
Huanran Hu
Lei Wang
Shengjie Jin
X. Chen
Zhiwu Lu
LLMAG
352
14
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08 Aug 2024
AgentsCoMerge: Large Language Model Empowered Collaborative Decision Making for Ramp Merging
IEEE Transactions on Mobile Computing (IEEE TMC), 2024
Senkang Hu
Zhengru Fang
Zihan Fang
Yiqin Deng
Xianhao Chen
Yuguang Fang
Sam Kwong
503
28
0
07 Aug 2024
AppAgent v2: Advanced Agent for Flexible Mobile Interactions
Yanda Li
Chi Zhang
Wenjia Jiang
Wanqi Yang
Bin-Bin Fu
Pei Cheng
Xin Chen
Yunchao Wei
Y. X. Wei
LLMAG
LM&Ro
469
49
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05 Aug 2024
From LLMs to LLM-based Agents for Software Engineering: A Survey of Current, Challenges and Future
Haolin Jin
Linghan Huang
Haipeng Cai
Jun Yan
Bo Li
Huaming Chen
405
79
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05 Aug 2024
MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance
Machine Learning in Health Care (MLHC), 2024
Jihye Choi
Nils Palumbo
P. Chalasani
Matthew M. Engelhard
Somesh Jha
Anivarya Kumar
David Page
214
9
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03 Aug 2024
AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models
ACM Multimedia (MM), 2024
Daqin Luo
Chengjian Feng
Yuxuan Nong
Yiqing Shen
205
20
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01 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
Knowledge Discovery and Data Mining (KDD), 2024
Mengkang Hu
Yixiao Wang
Can Xu
Lingfeng Sun
Chensheng Peng
T. Hannagan
Nicola Poerio
Saravan Rajmohan
LM&Ro
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630
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01 Aug 2024
Fuzz-Testing Meets LLM-Based Agents: An Automated and Efficient Framework for Jailbreaking Text-To-Image Generation Models
IEEE Symposium on Security and Privacy (S&P), 2024
Yingkai Dong
Xiangtao Meng
Ning Yu
Zheng Li
Shanqing Guo
LLMAG
439
17
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01 Aug 2024
Designing Algorithms Empowered by Language Models: An Analytical Framework, Case Studies, and Insights
Yanxi Chen
Yaliang Li
Bolin Ding
Jingren Zhou
238
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20 Jul 2024
AutoGRAMS: Autonomous Graphical Agent Modeling Software
Ben Krause
Lucia Chen
Emmanuel Kahembwe
197
1
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14 Jul 2024
Cohesive Conversations: Enhancing Authenticity in Multi-Agent Simulated Dialogues
Kuanchao Chu
Yi-Pei Chen
Hideki Nakayama
LLMAG
309
8
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13 Jul 2024
Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation
Biqing Qi
Kaiyan Zhang
Kai Tian
Haoxiang Li
Zhang-Ren Chen
Sihang Zeng
Ermo Hua
Hu Jinfang
Bowen Zhou
LM&MA
388
32
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12 Jul 2024
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Weize Chen
Ziming You
Ran Li
Yitong Guan
Chen Qian
Chenyang Zhao
Cheng Yang
Ruobing Xie
Zhiyuan Liu
Maosong Sun
LLMAG
329
68
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09 Jul 2024
MobileExperts: A Dynamic Tool-Enabled Agent Team in Mobile Devices
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Chuang Zhao
Yihan Zhao
Quan Shi
Ming He
Jianping Fan
LLMAG
292
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CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents
Tianqi Xu
Linyao Chen
Dai-Jie Wu
Yanjun Chen
Zecheng Zhang
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Zhaoxuan Jin
Ge Li
Juil Sock
Bernard Ghanem
Guohao Li
680
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01 Jul 2024
Teola: Towards End-to-End Optimization of LLM-based Applications
Xin Tan
Yimin Jiang
Yitao Yang
Hong-Yu Xu
605
13
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29 Jun 2024
When Search Engine Services meet Large Language Models: Visions and Challenges
Haoyi Xiong
Jiang Bian
Yuchen Li
Xuhong Li
Jundong Li
Shuaiqiang Wang
D. Yin
Sumi Helal
353
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28 Jun 2024
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
Siyu Yuan
Kaitao Song
Jiangjie Chen
Xu Tan
Dongsheng Li
Deqing Yang
LLMAG
468
56
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20 Jun 2024
Identifying Performance-Sensitive Configurations in Software Systems through Code Analysis with LLM Agents
Zehao Wang
Dong Jae Kim
Tse-Hsun Chen
129
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Multi-Agent Collaboration via Cross-Team Orchestration
Zhuoyun Du
Chen Qian
Wei Liu
Zihao Xie
Yifei Wang
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Weize Chen
Cheng Yang
Ye Tian
Xuantang Xiong
Lei Han
LLMAG
387
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13 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
472
128
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11 Jun 2024
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