Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective

Qiang Liu, Haoli Zhang, Zhaocheng Liu

In recent years, substantial progress has been made on Graph Convolutional Networks (GCNs). However, the computing of GCN usually requires a large memory space for keeping the enti…