Datasets and codes for the paper 'GGT: A Spatio-Temporal Gated Graph Transformer with Node-Edge Joint Attention Mechanism for Community Detection' are provided here.

To run GGT, follow the steps below:

1. Download the Gowalla, Brightkite and Weeplaces datasets, and then extract the datasets to the following directory.

   ├── STCommunityDetection
   	├── dataset
       	├── brightkite
       		├── Brightkite_edges.txt
       		├── Brightkite_totalCheckins.txt
       	├── gowalla
       		├── Gowalla_edges.txt
       		├── Gowalla_totalCheckins.txt
       	├── weeplaces
   			├── weeplace_checkins.csv
   			├── weeplace_friends.csv
   

2. run main.py

python main.py

1. Gowalla
2. Brightkite
3. Weeplaces