Examining the Effects of Degree Distribution and Homophily in Graph Learning Models

Mustafa Yasir, John Palowitch, Anton Tsitsulin +2

Despite a surge in interest in GNN development, homogeneity in benchmarking datasets still presents a fundamental issue to GNN research. GraphWorld is a recent solution which uses…