AgentGFM treats every node as an agent that controls source reception, signal channel, and halting during graph propagation, and shows improved cross-domain transfer in 1-shot node and graph classification.
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AgentGFM: A Graph Foundation Model with Node-Agent Information-Flow Control
AgentGFM treats every node as an agent that controls source reception, signal channel, and halting during graph propagation, and shows improved cross-domain transfer in 1-shot node and graph classification.