Empowering Heterogeneous Graph Foundation Models via Decoupled Relation Alignment
arXiv:2605.00731v1 Announce Type: cross
Abstract: While Graph Foundation Models (GFMs) have achieved remarkable success in homogeneous graphs, extending them to multi-domain heterogeneous graphs (MDHGs) remains a formidable challenge due to cross-type…