Noseong Park

Fixed memory weights in neural operators can hinder performance, but AMGFNO's dynamic gating adapts memory usage to drastically improve accuracy based on resolution.

Forget training a GNN for every new graph: NodePFN learns universal node classification from synthetic graph priors, generalizing across diverse datasets without graph-specific training.