Learning by Sampling and Compressing: Efficient Graph Representation Learning with Extremely Limited Annotations

Xiaoming Liu, Qirui Li, Chao Shen +3

Graph convolution network (GCN) attracts intensive research interest with broad applications. While existing work mainly focused on designing novel GCN architectures for better per…