Hyperbolic Graph Neural Networks Under the Microscope: The Role of Geometry-Task Alignment

Dionisia Naddeo, Jonas Linkerhägner, Nicola Toschi +2

Many complex networks exhibit hierarchical, tree-like structures, making hyperbolic space a natural candidate wherein to learn representations of them. Based on this observation, H…