Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification

Lavender Yao Jiang, John Shi, Mark Cheung +2

Graph neural networks (GNNs) extend convolutional neural networks (CNNs) to graph-based data. A question that arises is how much performance improvement does the underlying graph s…