Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs

Yecheng Lyu, Xinming Huang, Ziming Zhang

Graph convolutional networks (GCNs) suffer from the irregularity of graphs, while more widely-used convolutional neural networks (CNNs) benefit from regular grids. To bridge the ga…