TLDR; HC-GAE The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning

Source Link to heading Paper link: https://arxiv.org/abs/2405.14742 Source Code: https://github.com/JonathanGXu/HC-GAE Abstract Link to heading Graph Representation Learning is an essential topic in Graph ML, and it is all about compressing a whole Graph (arbitrarily large) into a fixed representation. Usually these techniques leverage Graph Auto Encoders, which are trained in a self-supervised…