Spectral Reversal: Counteracting Singular Value Bias for Graph Prompting.

arXiv:2609.32143v1 Announce Type: cross Abstract: Pre-training Graph Neural Networks (GNNs) via self-supervised learning has become a dominant paradigm, yet efficiently adapting frozen encoders remains a challenge. Graph prompting offers a parameter-efficient