Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation

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Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation

24 July 2025

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Papers citing "Assemble Your Crew: Automatic Multi-agent Communication Topology Design via Autoregressive Graph Generation"

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Title
Correcting False Alarms from Unseen: Adapting Graph Anomaly Detectors at Test Time Junjun Pan Yixin Liu Chuan Zhou Fei Xiong Alan Wee-Chung Liew Shirui Pan 181 1 0 10 Nov 2025
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems Fulin Lin S. Chen Ruishan Fang Hongwei Wang Tao Lin LLMAG 96 0 0 30 Oct 2025
Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph Fali Wang Jihai Chen Shuhua Yang Runxue Bao Tianxiang Zhao Zhiwei Zhang Xianfeng Tang Hui Liu Qi He Suhang Wang 64 0 0 29 Oct 2025
Hollywood Town: Long-Video Generation via Cross-Modal Multi-Agent Orchestration Zheng Wei Mingchen Li Zeqian Zhang Ruibin Yuan Pan Hui Huamin Qu James Evans Maneesh Agrawala Anyi Rao VGen 64 0 0 25 Oct 2025
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 121 0 0 16 Oct 2025
GraphTracer: Graph-Guided Failure Tracing in LLM Agents for Robust Multi-Turn Deep Search Heng Zhang Yuling Shi Xiaodong Gu Haochen You Zijian Zhang Lubin Gan Yilei Yuan Jin Huang 68 2 0 12 Oct 2025
HyperAgent: Leveraging Hypergraphs for Topology Optimization in Multi-Agent Communication Heng Zhang Yuling Shi Xiaodong Gu Zijian Zhang Haochen You Lubin Gan Yilei Yuan Jin Huang 72 0 0 12 Oct 2025
Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models Eric Hanchen Jiang Guancheng Wan Sophia Yin Mengting Li Y. Wu ... Xinfeng Li Yizhou Sun Wei Wang Kai-Wei Chang Y. Wu 176 0 0 09 Oct 2025
Test-time GNN Model Evaluation on Dynamic Graphs Bo Li Xin-Yang Zheng Ming Jin Can Wang Shirui Pan 73 0 0 28 Sep 2025
A Survey of Generalization of Graph Anomaly Detection: From Transfer Learning to Foundation Models Junjun Pan Y. Zheng Yue Tan Yixin Liu 78 2 0 08 Sep 2025
BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks Rui Miao Yixin Liu Yili Wang Xu Shen Yue Tan Yiwei Dai Shirui Pan Xin Wang AAML 150 5 0 11 Aug 2025
Graph-Augmented Large Language Model Agents: Current Progress and Future Prospects Yixin Liu Guibin Zhang Kun Wang Shiyuan Li Shirui Pan LLMAG LM&Ro 222 4 0 29 Jul 2025