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Multi-view graph embedding clustering network: Joint self-supervision and block diagonal representation

Simple implementation of our paper MVGC. The details can be found in our NN paper.

requirements

• Python 3.6
• Tensorflow 1.13.X

run

run_cluster.py

Citation

If you find our approach useful in your research, please consider citing:

@article{XiaWYGHG22,
  author    = {Wei Xia and
               Sen Wang and
               Ming Yang and
               Quanxue Gao and
               Jungong Han and
               Xinbo Gao},
  title     = {Multi-view graph embedding clustering network: Joint self-supervision
               and block diagonal representation},
  journal   = {Neural Networks},
  volume    = {145},
  pages     = {1--9},
  year      = {2022}
}