susheels / adgcl

Adversarial Graph Augmentation to Improve Graph Contrastive Learning

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Can adgcl be used on single graph for node-level task?

scottshufe opened this issue · comments

Hi, thanks for your excellent work!
I find that you evaluate adgcl mainly on graph-level task with multiple datasets. And I wonder whether adgcl can be applied on a single graph dataset like Cora or Citeseer for node classification?

Hi. Thanks for checking our work. Yes, AD-GCL in principle can be applied to node classification settings also.
In its current instantiated form, we don't perform node-level tasks and it is worthy of future study.

Thanks for your quick reply! I'll try it.