• Eigen-GNN

  • Referenced in 2 articles [sw38084]
  • Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs. Graph Neural Networks (GNNs ... overcome this fundamental challenge, we propose Eigen-GNN, a simple yet effective and general plug ... bases. Without needing to increase depths, Eigen-GNN possesses more flexibilities in handling both feature ... results to demonstrate the effectiveness of Eigen-GNN for tasks including node classification, link prediction...
  • GraphSAGE

  • Referenced in 4 articles [sw33908]
  • GraphSAGE is a framework for inductive representation learning...
  • DropEdge

  • Referenced in 3 articles [sw37753]
  • DropEdge: Towards Deep Graph Convolutional Networks on Node...
  • PairNorm

  • Referenced in 1 article [sw38087]
  • PairNorm: Tackling Oversmoothing in GNNs. The performance of...