AI RESEARCH
When Do Graph Foundation Models Transfer? A Data-Centric Theory
arXiv CS.LG
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ArXi:2605.29828v1 Announce Type: new Graph foundation models (GFMs) aim to reuse a single backbone across diverse graph domains, yet their transfer is often uneven and can exhibit negative transfer.