Pre-train and Learn: Preserve Global Information for Graph Neural Networks

Danhao Zhu, Xin-yu Dai, Jiajun Chen

Graph neural networks (GNNs) have shown great power in learning on attributed graphs. However, it is still a challenge for GNNs to utilize information faraway from the source node.…