Joint Graph Rewiring and Feature Denoising via Spectral ResonanceInternational Conference on Learning Representations (ICLR), 2024 |
Content Augmented Graph Neural NetworksACM Transactions on the Web (TWEB), 2023 |
Probabilistically Rewired Message-Passing Neural NetworksInternational Conference on Learning Representations (ICLR), 2023 |
Revisiting Over-smoothing and Over-squashing Using Ollivier-Ricci
CurvatureInternational Conference on Machine Learning (ICML), 2022 |
FoSR: First-order spectral rewiring for addressing oversquashing in GNNsInternational Conference on Learning Representations (ICLR), 2022 |