Entropy Aware Message Passing in Graph Neural Networks

Philipp Nazari, Oliver Lemke, Davide Guidobene +1

Deep Graph Neural Networks struggle with oversmoothing. This paper introduces a novel, physics-inspired GNN model designed to mitigate this issue. Our approach integrates with exis…