Improve Robustness of Graph Neural Networks: Multi-hop Neighbors Meet Homophily-based Truncation Defense

Yujie Gu, Huiyan Sun, Yansong Wang, Haobo Shi. Improve Robustness of Graph Neural Networks: Multi-hop Neighbors Meet Homophily-based Truncation Defense. In International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023. pages 1-8, IEEE, 2023. [doi]

@inproceedings{GuSWS23,
  title = {Improve Robustness of Graph Neural Networks: Multi-hop Neighbors Meet Homophily-based Truncation Defense},
  author = {Yujie Gu and Huiyan Sun and Yansong Wang and Haobo Shi},
  year = {2023},
  doi = {10.1109/IJCNN54540.2023.10191493},
  url = {https://doi.org/10.1109/IJCNN54540.2023.10191493},
  researchr = {https://researchr.org/publication/GuSWS23},
  cites = {0},
  citedby = {0},
  pages = {1-8},
  booktitle = {International Joint Conference on Neural Networks, IJCNN 2023, Gold Coast, Australia, June 18-23, 2023},
  publisher = {IEEE},
  isbn = {978-1-6654-8867-9},
}