Pinned

1. DSE-MSU/DeepRobust DSE-MSU/DeepRobust Public

   A pytorch adversarial library for attack and defense methods on images and graphs

   Python 946 189

2. awesome-self-supervised-gnn awesome-self-supervised-gnn Public

   Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

   Python 1.5k 164

3. Emory-Melody/awesome-graph-reduction Emory-Melody/awesome-graph-reduction Public

   [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.

   87 6

4. Pro-GNN Pro-GNN Public

   Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

   Python 273 45

5. GCond GCond Public

   [ICLR'22] [KDD'22] [IJCAI'24] Implementation of "Graph Condensation for Graph Neural Networks"

   Python 105 15

6. SelfTask-GNN SelfTask-GNN Public

   Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

   Python 93 19