A Network Science Perspective on Evaluating Deep Graph Generative Models

Tianrui Mao, Abele Malan, Megha Khosla +2

Traditional network models from network science, such as the Erdos-Renyi and configuration models, generate random networks that reproduce few selected topological properties obser…