Paper ID: 2306.12640

On Addressing the Limitations of Graph Neural Networks

Sitao Luan

This report gives a summary of two problems about graph convolutional networks (GCNs): over-smoothing and heterophily challenges, and outlines future directions to explore.

Submitted: Jun 22, 2023