

The files in this directory were written by third-parties.

## foursquare-twitter.mat

The file `foursquare-twitter.mat` was obtained from https://github.com/zhichenz98/PARROT-WWW23/blob/master/datasets/foursquare-twitter.mat

If you use this file, please cite:
```
@inproceedings{zhang2015integrated,
    title={Integrated anchor and social link predictions across social networks},
    author={Zhang, Jiawei and Philip, S Yu},
    booktitle={Twenty-fourth international joint conference on artificial intelligence},
    year={2015}
}

@inproceedings{10.1145/3543507.3583357,
    author = {Zeng, Zhichen and Zhang, Si and Xia, Yinglong and Tong, Hanghang},
    title = {PARROT: Position-Aware Regularized Optimal Transport for Network Alignment},
    year = {2023},
    isbn = {9781450394161},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3543507.3583357},
    doi = {10.1145/3543507.3583357},
    booktitle = {Proceedings of the ACM Web Conference 2023},
    pages = {372–382},
    numpages = {11},
    keywords = {optimal transport, alignment consistency, network alignment},
    location = {Austin, TX, USA},
    series = {WWW '23}
}
```

## phone-email.mat


The file `phone-email.mat` was obtained from https://github.com/zhichenz98/PARROT-WWW23/blob/master/datasets/foursquare-twitter.mat

If you use this file, please cite:
```
@article{zhang2020incomplete,
  title={Incomplete network alignment: Problem definitions and fast solutions},
  author={Zhang, Si and Tong, Hanghang and Tang, Jie and Xu, Jiejun and Fan, Wei},
  journal={ACM Transactions on Knowledge Discovery from Data (TKDD)},
  volume={14},
  number={4},
  pages={1--26},
  year={2020},
  publisher={ACM New York, NY, USA}
}

@inproceedings{10.1145/3543507.3583357,
    author = {Zeng, Zhichen and Zhang, Si and Xia, Yinglong and Tong, Hanghang},
    title = {PARROT: Position-Aware Regularized Optimal Transport for Network Alignment},
    year = {2023},
    isbn = {9781450394161},
    publisher = {Association for Computing Machinery},
    address = {New York, NY, USA},
    url = {https://doi.org/10.1145/3543507.3583357},
    doi = {10.1145/3543507.3583357},
    booktitle = {Proceedings of the ACM Web Conference 2023},
    pages = {372–382},
    numpages = {11},
    keywords = {optimal transport, alignment consistency, network alignment},
    location = {Austin, TX, USA},
    series = {WWW '23}
}
```

## deezer_europe.zip

The file `deezer_europe.zip` was obtained from https://snap.stanford.edu/data/feather-deezer-social.html

If you use this file, please cite:
```
@inproceedings{rozemberczki2019gemsec,    
    title={GEMSEC: Graph Embedding with Self Clustering},    
    author={Rozemberczki, Benedek and Davies, Ryan and Sarkar, Rik and Sutton, Charles},    
    booktitle={Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2019},    
    pages={65-72},    
    year={2019},    
    organization={ACM}    
}
```

## facebook_large.zip

The file `facebook_large.zip` was obtained from https://snap.stanford.edu/data/facebook-large-page-page-network.html

If you use this file, please cite:
```
@article{rozemberczki2021multi,
    title={Multi-scale attributed node embedding},
    author={Rozemberczki, Benedek and Allen, Carl and Sarkar, Rik},
    journal={Journal of Complex Networks},
    volume={9},
    number={2},
    pages={cnab014},
    year={2021},
    publisher={Oxford University Press}
}
```

## lastfm_asia.zip


The file `lastfm_asia.zip` was obtained from https://snap.stanford.edu/data/feather-lastfm-social.html

If you use this file, please cite:
```
@inproceedings{feather,
    title={{Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models}},
    author={Benedek Rozemberczki and Rik Sarkar},
    year={2020},
    pages = {1325–1334},
    booktitle={CIKM '20},
    organization={ACM},
}
```