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1. pytorch_geometric_signed_directed pytorch_geometric_signed_directed Public

   PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepted by LoG 2023.

   Python 150 23

2. GNNRank GNNRank Public

   Official code for the ICML2022 paper -- GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks

   Jupyter Notebook 54 10

3. SSSNET_Signed_Clustering SSSNET_Signed_Clustering Public

   Official code for the SDM2022 paper -- SSSNET: Semi-Supervised Signed Network Clustering.

   Jupyter Notebook 24 2

4. MSGNN MSGNN Public

   Official code for the LoG2022 paper -- MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian.

   Python 14 3

5. DIGRAC_Directed_Clustering DIGRAC_Directed_Clustering Public

   Official code for the LoG2022 paper -- DIGRAC: Digraph Clustering Based on Flow Imbalance.

   C++ 8

6. GNN_Sync GNN_Sync Public

   Official code for the ICLR2024 paper -- Robust Angular Synchronization via Directed Graph Neural Networks

   Python 3 2