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TopoDIM: One-shot Topology Generation of Diverse Interaction Modes for Multi-Agent Systems

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学术前沿 6.0 分 — Novel one-shot topology generation for multi-agent communication, reduces latency vs sequential dialogue
原文: cs.CL updates on arXiv.org

评分 6 · 来源:cs.CL updates on arXiv.org · 发布于 2026-04-17

评分依据:Novel one-shot topology generation for multi-agent communication, reduces latency vs sequential dialogue

arXiv:2601.10120v2 Announce Type: replace-cross Abstract: Optimizing communication topology in LLM-based multi-agent system is critical for enabling collective intelligence. Existing methods mainly rely on spatio-temporal interaction paradigms, where the sequential execution of multi-round dialogues incurs high latency and computation. Motivated by the recent insights that evaluation and debate mechanisms can improve problem-solving in multi-agent systems, we propose TopoDIM, a framework for one-shot Topology generation with Diverse Interaction Modes.