Finding Global Homophily in Graph Neural Networks When Meeting Heterophily

Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian. Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 13242-13256, PMLR, 2022. [doi]

@inproceedings{LiZCSLLQ22,
  title = {Finding Global Homophily in Graph Neural Networks When Meeting Heterophily},
  author = {Xiang Li and Renyu Zhu and Yao Cheng and Caihua Shan and Siqiang Luo and Dongsheng Li and Weining Qian},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/li22ad.html},
  researchr = {https://researchr.org/publication/LiZCSLLQ22},
  cites = {0},
  citedby = {0},
  pages = {13242-13256},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}