GCN, GAT and GraphSAGE

[QiXuanWang]

Link: PaperWeekly

Comment:
Published on 2020-02-27 paperweekly.
It's a summary paper for GNN. Talked about GCN, GAT, GraphSAGE.

GCN: Semi-supervised Classification with Graph Convolutional Networks
Link: https://arxiv.org/abs/1609.02907

GAT: Graph Attention Networks
Link: https://arxiv.org/abs/1710.10903
Usage: classification

GraphSAGE: Inductive Representation Learning on Large Graphs
Link: https://arxiv.org/abs/1706.02216
Usage: social network relationship prediction