Haibin Ling

Dynamic Denoising of Contrastive Learning for GNN-based Node Embedding

2024

Contrastive learning is a powerful learning paradigm that can fully exploit cheap, self-supervised learning signals in the data. Crucial to its success is the choice of the positive and negative pairs, yet they are typically …