TopoPrior learns transferable topology priors offline from multi-domain reference graphs using a conditional variational graph model and adversarial adaptation to initialize collaboration structures for multi-agent LLM systems, reducing online search overhead.
CMNEE: A large-scale document-level event extraction dataset based on open-source chinese military news,
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Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains
TopoPrior learns transferable topology priors offline from multi-domain reference graphs using a conditional variational graph model and adversarial adaptation to initialize collaboration structures for multi-agent LLM systems, reducing online search overhead.