Generalizing Aggregation Functions in GNNs: Building High Capacity and Robust GNNs via Nonlinear Aggregation

Beibei Wang, Bo Jiang 0002, Jin Tang 0001, Bin Luo 0001. Generalizing Aggregation Functions in GNNs: Building High Capacity and Robust GNNs via Nonlinear Aggregation. IEEE Trans. Pattern Anal. Mach. Intell., 45(11):13454-13466, November 2023. [doi]

@article{WangJTL23,
  title = {Generalizing Aggregation Functions in GNNs: Building High Capacity and Robust GNNs via Nonlinear Aggregation},
  author = {Beibei Wang and Bo Jiang 0002 and Jin Tang 0001 and Bin Luo 0001},
  year = {2023},
  month = {November},
  doi = {10.1109/TPAMI.2023.3290649},
  url = {https://doi.org/10.1109/TPAMI.2023.3290649},
  researchr = {https://researchr.org/publication/WangJTL23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
  volume = {45},
  number = {11},
  pages = {13454-13466},
}