KGPFN: Unlocking the Potential of Knowledge Graph Foundation Model via In-Context Learning.

arXiv:2605.14907v2 Announce Type: replace Abstract: Knowledge graph (KG) foundation models aim to generalize to graphs with unseen entities and relations by learning transferable relational structure. Most existing methods, however, focus on relation-level uni