Signed-Network-Embedding

The pytorch implementation of Song W, Wang S, Yang B, et al. Learning node and edge embeddings for signed networks[J]. Neurocomputing, 2018, 319: 42-54.

Dependencies

• pytorch >= 0.4
• numpy
• sklearn
• scipy

References

If you find the code is useful for your research, please cite the following paper in your publication.

[1] Song W, Wang S, Yang B, et al. Learning node and edge embeddings for signed networks[J]. Neurocomputing, 2018, 319: 42-54.

or

@article{song2018learning,
  title={Learning node and edge embeddings for signed networks},
  author={Song, Wenzhuo and Wang, Shengsheng and Yang, Bo and Lu, You and Zhao, Xuehua and Liu, Xueyan},
  journal={Neurocomputing},
  volume={319},
  pages={42--54},
  year={2018},
  publisher={Elsevier}
}