graph rewiring

GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring ICLR 2025 Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention ICLR 2025 Joint Graph Rewiring and Feature Denoising via Spectral Resonance ICLR 2025 Mitigating Over-Squashing in Graph Neural Networks by Spectrum-Preserving Sparsification ICML 2025 The Effectiveness of Curvature-Based Rewiring and the Role of Hyperparameters in GNNs Revisited ICLR 2025 Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation ICML 2024 Locality-Aware Graph Rewiring in GNNs ICLR 2024 Probabilistic Graph Rewiring via Virtual Nodes NeurIPS 2024 DRew: Dynamically Rewired Message Passing with Delay ICML 2023 FoSR: First-order spectral rewiring for addressing oversquashing in GNNs ICLR 2023 On Over-Squashing in Message Passing Neural Networks: The Impact of Width, Depth, and Topology ICML 2023 Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci Curvature ICML 2023 Towards Understanding and Reducing Graph Structural Noise for GNNs ICML 2023 Understanding Oversquashing in GNNs through the Lens of Effective Resistance ICML 2023 Understanding over-squashing and bottlenecks on graphs via curvature ICLR 2022