Arjun Subramonian

Motif-Driven Contrastive Learning of Graph Representations

2020 · arXiv (Cornell University)

Pre-training Graph Neural Networks (GNN) via self-supervised contrastive learning has recently drawn lots of attention. However, most existing works focus on node-level contrastive learning, which cannot capture global graph structure. The key challenge to conducting …