Is there a way to apply GCN to directed graphs？

[XJTUAlan]

I've only recently started working on GCN, and I've found that it usually works on undirected graphs. But, I have a question: is there any way to apply GCN to directed graphs?

[tkipf]

Yes! See https://arxiv.org/abs/1703.06103

On Thu, Jun 25, 2020 at 14:12 Alan Yang [email protected] wrote:

I've only recently started working on GCN, and I've found that it usually works on undirected graphs. But, I have a question: is there any way to apply GCN to directed graphs?

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[kepsail]

https://arxiv.org/abs/2005.13183

[QasimWani]

wouldn't converting to bipartite graph as the paper suggested in the end work just as well? in reference to https://www.microsoft.com/en-us/research/wp-content/uploads/2017/01/SDG.pdf