Haiying Huang

Enhancing Robustness of Constant Curvature Graph Convolutional Network with Lipschitz Regularization

Non-Euclidean spaces inherently enable high-fidelity embeddings for hierarchical and cyclical data due to their geometric properties. Existing approaches unify hyperbolic and spherical embeddings within the framework of constant curvature spaces. However, current methods for Lipschitz regularization remain limited to n...