Understanding and Mitigating Hyperbolic Dimensional Collapse in Graph Contrastive Learning

Yifei Zhang, Hao Zhu, Menglin Yang +4

Learning generalizable self-supervised graph representations for downstream tasks is challenging. To this end, Contrastive Learning (CL) has emerged as a leading approach. The embe…