gcn

Graph Convolutional Networks (GCN)

• Paper link: https://arxiv.org/abs/1609.02907
• Author's code repo: https://github.com/tkipf/gcn.

How to run

DGL built-in GraphConv module

Run with the following (available dataset: "cora", "citeseer", "pubmed")

python3 train.py --dataset cora

Summary

• cora: ~0.810 (paper: 0.815)
• citeseer: ~0.707 (paper: 0.703)
• pubmed: ~0.792 (paper: 0.790)