How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision

Dongkwan Kim, Alice Oh

Abstract: Attention mechanism in graph neural networks is designed to assign larger weights to important neighbor nodes for better representation. However, what graph attention learns is not understood well,...