COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning

Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King. COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning. In Aidong Zhang, Huzefa Rangwala, editors, KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. pages 2524-2534, ACM, 2022. [doi]

@inproceedings{ZhangZSKK22,
  title = {COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning},
  author = {Yifei Zhang and Hao Zhu and Zixing Song and Piotr Koniusz and Irwin King},
  year = {2022},
  doi = {10.1145/3534678.3539425},
  url = {https://doi.org/10.1145/3534678.3539425},
  researchr = {https://researchr.org/publication/ZhangZSKK22},
  cites = {0},
  citedby = {0},
  pages = {2524-2534},
  booktitle = {KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
  editor = {Aidong Zhang and Huzefa Rangwala},
  publisher = {ACM},
  isbn = {978-1-4503-9385-0},
}