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1. GANF GANF Public

   Offical implementation of "Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time Series" (ICLR 2022)

   Python 147 23

2. NRGNN NRGNN Public

   Offical pytorch implementation of proposed NRGNN and Compared Methods in "NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs" (KDD 2021).

   Python 40 12

3. SEGNN SEGNN Public

   A PyTorch implementation of "Towards Self-Explainable Graph Neural Network" (CIKM 2021).

   Python 11 3

4. RSGNN RSGNN Public

   An official PyTorch implementation of "Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels" (WSDM 2022))

   Python 32 5

5. FairGNN FairGNN Public

   A PyTorch implementation of "Say No to the Discrimination: Learning Fair Graph Neural Networks with Limited Sensitive Attribute Information" (WSDM 2021)

   Python 57 15

6. LWGCN LWGCN Public

   An official PyTorch implementation of "Label-Wise Graph Convolutional Network for Heterophilic Graphs" (LOG 2022)

   Python 6