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Lying Graph Convolution

This is the official repo of the paper:

D. Castellana, "Lying Graph Convolution: a Network for Node Classification Inspired by Opinion Dynamics", 2024 International Joint Conference on Neural Networks (IJCNN), Yokohama, Japana, 2024

To execute an epxeriment:

  1. Install all the libraries in requirements.txt;
  2. Execute the command python run.py --exp-config-file EXP_CONFIG --dataset-config-file DATASET_CONFIG (check the file run.py to see other otional arguments);
    • EXP_CONFIG is the configuration file to create the model and to perform the model selection (see the folder configs\exp)
    • DATASET_CONFIG is the configuration file to load the dataset (see the folder configs\datasets)