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Zhaorong Dai

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Open access Jul 2026

Enhancing Robustness of Constant Curvature Graph Convolutional Network with Lipschitz Regularization

A rigorous Lipschitz analysis for constant curvature graph convolutional networks ( \(\kappa\) -GCNs) and enhances their robustness through Lipschitz regularization and derives upper bounds for the Lipschitz constants across constant curvature spaces, thereby standardizing the Lipschitz limits of the \(\kappa\) -stereo...

Yang Shi, Jingchao Wang, Liangsi Lu et al. · 0 citations

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