Graph Adversarial Training:Dynamically Regularizing Based on Graph Structure.pdf

Abstract—Recent efforts show that neural networks are vulnerable to small but intentional perturbations on input features in visual classification tasks. Due to the additional consideration of connections between examples (e.g., articles with citation link tend to be in the same class), graph neural