Domain-adversarial Network Alignment

This is the codes and data for DANA model in our paper "Domain-adversarial Network Alignment".

If you would like to acknowledge our efforts, please cite the following paper:

@article{hong2020dana,
title={Domain-adversarial Network Alignment},
author={Hong, Huiting and Li, Xin and Pan, Yuangang and W. Tsang, Ivor},
journal={IEEE Transactions on Knowledge and Data Engineering},
year={2020},
publisher={IEEE}
}

Prerequisites

python 2.7

tensorflow >= 1.9

networkx == 2.2

How to run

cd DANA/gcn
sh sh_train.sh

Note

• The output files (learned embeddings) will be stored in the output directory during training process.