Towards Foundation Models on Graphs: An Analysis on Cross-Dataset Transfer of Pretrained GNNs

Fabrizio Frasca, Fabian Jogl, Moshe Eliasof +4

To develop a preliminary understanding towards Graph Foundation Models, we study the extent to which pretrained Graph Neural Networks can be applied across datasets, an effort requ…