Article Source

• Breaking the Limit of Graph Neural Networks using Local Mixing Patterns

Breaking the Limit of Graph Neural Networks using Local Mixing Patterns

Abstract

Susheel Suresh, Vinith Budde, Jennifer Neville, Pan Li, and Jianzhu Ma. 2021. Breaking the Limit of Graph Neural Networks by Improving the Assortativity of Graphs with Local Mixing Patterns. In Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD ‘21). Association for Computing Machinery, New York, NY, USA, 1541–1551. DOI:https://doi.org/10.1145/3447548.3467373

• github: https://github.com/susheels/gnns-and-local-assortativity