GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks

Chenhui Deng, Xiuyu Li, Zhuo Feng +1

Graph neural networks (GNNs) have been increasingly deployed in various applications that involve learning on non-Euclidean data. However, recent studies show that GNNs are vulnera…