Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks

Yujun Yan, Milad Hashemi, Kevin Swersky, Yaoqing Yang, Danai Koutra. Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks. In Xingquan Zhu 0001, Sanjay Ranka, My T. Thai, Takashi Washio, Xindong Wu 0001, editors, IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022. pages 1287-1292, IEEE, 2022. [doi]

@inproceedings{YanHSYK22,
  title = {Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks},
  author = {Yujun Yan and Milad Hashemi and Kevin Swersky and Yaoqing Yang and Danai Koutra},
  year = {2022},
  doi = {10.1109/ICDM54844.2022.00169},
  url = {https://doi.org/10.1109/ICDM54844.2022.00169},
  researchr = {https://researchr.org/publication/YanHSYK22},
  cites = {0},
  citedby = {0},
  pages = {1287-1292},
  booktitle = {IEEE International Conference on Data Mining, ICDM 2022, Orlando, FL, USA, November 28 - Dec. 1, 2022},
  editor = {Xingquan Zhu 0001 and Sanjay Ranka and My T. Thai and Takashi Washio and Xindong Wu 0001},
  publisher = {IEEE},
  isbn = {978-1-6654-5099-7},
}