Pankaj Kumar

Attacking Graph Foundation Models Through Their Shared Representation

Pankaj Kumar, Subhankar Mishra

A graph foundation model generalizes across graph domains by mapping every input into one shared representation before any task reasoning. We call this map the alignment layer, the component that separates a graph foundation model from a graph neural network, and we show it is a…Read more