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Releases: THUDM/grb

v0.1.0

05 Aug 16:47
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The first release of Graph Robustness Benchmark (GRB).

  • API based on pure PyTorch, CogDL, and DGL.
  • Include five graph datasets of different scales.
  • Support graph injection attacks (e.g., RND, FGSM, PGS, SPEIT, TDGIA).
  • Support adversarial defenses (e.g., layer normalization, adversarial training, GNNSVD, GNNGuard).
  • Provide homepage.
  • Provide leaderboards of all datasets.
  • Provide basic documentation.
  • Provide scripts for reproducing results.