Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective

Haoyu Zhang, Yuxuan Cheng, Wenqi Fan +2

Graph neural networks (GNNs) have achieved remarkable success in various domains, yet they often struggle with domain adaptation due to significant structural distribution shifts a…