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Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems

29 May 2025
Xu Shen
Yixin Liu
Yiwei Dai
Yili Wang
Rui Miao
Yue Tan
Shirui Pan
Xin Wang
ArXiv (abs)PDFHTML

Papers citing "Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems"

8 / 8 papers shown
Tipping the Dominos: Topology-Aware Multi-Hop Attacks on LLM-Based Multi-Agent Systems
Tipping the Dominos: Topology-Aware Multi-Hop Attacks on LLM-Based Multi-Agent Systems
Ruichao Liang
Le Yin
Jing Chen
Cong Wu
X. Zhang
Huangpeng Gu
Zijian Zhang
Yang Liu
AAML
158
0
0
03 Dec 2025
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
Fulin Lin
S. Chen
Ruishan Fang
Hongwei Wang
Tao Lin
LLMAG
158
0
0
30 Oct 2025
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
Xu Shen
Qi Zhang
Song Wang
Zhen Tan
Xinyu Zhao
...
Vaishnav Tadiparthi
Hossein Nourkhiz Mahjoub
Ehsan Moradi-Pari
Kwonjoon Lee
Tianlong Chen
225
0
0
16 Oct 2025
Test-time GNN Model Evaluation on Dynamic Graphs
Test-time GNN Model Evaluation on Dynamic Graphs
Bo Li
Xin-Yang Zheng
Ming Jin
Can Wang
Shirui Pan
127
0
0
28 Sep 2025
A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models
A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models
Junjun Pan
Y. Zheng
Yue Tan
Yixin Liu
128
4
0
08 Sep 2025
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Bang Liu
Xuzhao Li
Jiayi Zhang
Jinlin Wang
Tanjin He
...
Jian Pei
Qiang Yang
Q. Yang
Xiaoliang Qi
Chenglin Wu
LLMAGAI4TSAI4CE
384
38
0
31 Mar 2025
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task GenerationKnowledge Discovery and Data Mining (KDD), 2024
Mengkang Hu
Yixiao Wang
Can Xu
Lingfeng Sun
Chensheng Peng
T. Hannagan
Nicola Poerio
Saravan Rajmohan
LM&RoLLMAG
633
39
0
01 Aug 2024
Scaling Large Language Model-based Multi-Agent Collaboration
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
AI4CELLMAGLM&Ro
472
129
0
11 Jun 2024
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