Title |
|---|
 |
 Demystifying Higher-Order Graph Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Efficient Topology-aware Data Augmentation for High-Degree Graph Neural
NetworksKnowledge Discovery and Data Mining (KDD), 2024 |
 A Comprehensive Survey on Data AugmentationIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 |
 ADEdgeDrop: Adversarial Edge Dropping for Robust Graph Neural NetworksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 |
 Mitigating Oversmoothing Through Reverse Process of GNNs for
Heterophilic GraphsInternational Conference on Machine Learning (ICML), 2024 |
