README - Copy.md

Graph Clustering with Graph Neural Networks

This is the implementation accompanying our paper, Graph Clustering with Graph Neural Networks.

Example usage

First, make sure you have the requirements numpy, scipy, tensorflow 2. You can always install them with pip: pip3 install -r graph_embedding/dmon/requirements.txt.

Then, to reproduce the paper results on the Cora graph, run

# From google-research/
python3 -m graph_embedding.dmon.train --graph_path=graph_embedding/dmon/data/cora.npz --dropout_rate=0.5

Citing

If you find DMoN useful in your research, we ask that you cite the following paper:

Tsitsulin, A., Palowitch, J., Perozzi, B., Mueller, E., (2020). Graph Clustering with Graph Neural Networks.

@inproceedings{tsitsulin2020clustering,
     author={Tsitsulin, Anton and Palowitch, John and Perozzi, Bryan and M\"uller, Emmanuel}
     title={Graph Clustering with Graph Neural Networks},
     year = {2020},
    }

Contact us

For questions or comments about the implementation, please contact [email protected] or [email protected].