When Do GNNs Work: Understanding and Improving Neighborhood Aggregation

Yiqing Xie, Sha Li, Carl Yang, Raymond Chi-Wing Wong, Jiawei Han 0001. When Do GNNs Work: Understanding and Improving Neighborhood Aggregation. In Christian Bessiere, editor, Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020 [scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic]. pages 1303-1309, ijcai.org, 2020. [doi]

@inproceedings{XieLYW020,
  title = {When Do GNNs Work: Understanding and Improving Neighborhood Aggregation},
  author = {Yiqing Xie and Sha Li and Carl Yang and Raymond Chi-Wing Wong and Jiawei Han 0001},
  year = {2020},
  doi = {10.24963/ijcai.2020/181},
  url = {https://doi.org/10.24963/ijcai.2020/181},
  researchr = {https://researchr.org/publication/XieLYW020},
  cites = {0},
  citedby = {0},
  pages = {1303-1309},
  booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, IJCAI 2020 [scheduled for July 2020, Yokohama, Japan, postponed due to the Corona pandemic]},
  editor = {Christian Bessiere},
  publisher = {ijcai.org},
}