Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning

Yuxiang Wang, Xiao Yan, Chuang Hu +5

For graph self-supervised learning (GSSL), masked autoencoder (MAE) follows the generative paradigm and learns to reconstruct masked graph edges or node features. Contrastive Learn…