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ricci curvature

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graph neural network (3) message passing (2) discrete curvature (1) network geometry (1) curvature space (1) riemannian graph convolutional network (1) geometric ricci flow (1) gnn-based causal inference (1) graph ricci curvature (1) ollivier-ricci curvature (1)

Papers

Discrete Curvature Graph Information Bottleneck AAAI 2025 From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks ICML 2024 A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models ACML 2023 CONGREGATE: Contrastive Graph Clustering in Curvature Spaces IJCAI 2023 Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature ICML 2023