A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

Xinyi Wu, Zhengdao Chen, William Wei Wang, Ali Jadbabaie. A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023. [doi]

@inproceedings{WuCWJ23,
  title = {A Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks},
  author = {Xinyi Wu and Zhengdao Chen and William Wei Wang and Ali Jadbabaie},
  year = {2023},
  url = {https://openreview.net/pdf?id=CJd-BtnwtXq},
  researchr = {https://researchr.org/publication/WuCWJ23},
  cites = {0},
  citedby = {0},
  booktitle = {The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher = {OpenReview.net},
}