A Unified View on Graph Neural Networks as Graph Signal Denoising

Yao Ma 0001, Xiaorui Liu, Tong Zhao 0003, Yozen Liu, Jiliang Tang, Neil Shah. A Unified View on Graph Neural Networks as Graph Signal Denoising. In Gianluca Demartini, Guido Zuccon, J. Shane Culpepper, Zi Huang, Hanghang Tong, editors, CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021. pages 1202-1211, ACM, 2021. [doi]

@inproceedings{0001L0LTS21,
  title = {A Unified View on Graph Neural Networks as Graph Signal Denoising},
  author = {Yao Ma 0001 and Xiaorui Liu and Tong Zhao 0003 and Yozen Liu and Jiliang Tang and Neil Shah},
  year = {2021},
  doi = {10.1145/3459637.3482225},
  url = {https://doi.org/10.1145/3459637.3482225},
  researchr = {https://researchr.org/publication/0001L0LTS21},
  cites = {0},
  citedby = {0},
  pages = {1202-1211},
  booktitle = {CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021},
  editor = {Gianluca Demartini and Guido Zuccon and J. Shane Culpepper and Zi Huang and Hanghang Tong},
  publisher = {ACM},
  isbn = {978-1-4503-8446-9},
}