GNN-based GFMs

New theory quantifies graph model adaptation, introduces Message Tuning

Researchers have introduced Prismatic Space Theory (PS-Theory) to quantify the adaptation capacity of methods used for Graph Foundation Models (GFMs). This framework establishes an upper bound for graph prompt tuning, a…