Lyapunov Stable Graph Neural Flow

Haoyu Chu, Xiaotong Chen, Wei Zhou +4

Graph Neural Networks (GNNs) are highly vulnerable to adversarial perturbations in both topology and features, making the learning of robust representations a critical challenge. I…