Evolutionary graph structure learning for adversarial defense in GNNs

Hong Pan, Jingwei Guo, Liang Cheng, Rufei Gao, Xiaodan Sui. Evolutionary graph structure learning for adversarial defense in GNNs. Int. J. Machine Learning & Cybernetics, 17(8):381, August 2026. [doi]

@article{PanGCGS26,
  title = {Evolutionary graph structure learning for adversarial defense in GNNs},
  author = {Hong Pan and Jingwei Guo and Liang Cheng and Rufei Gao and Xiaodan Sui},
  year = {2026},
  month = {August},
  doi = {10.1007/s13042-026-03230-1},
  url = {https://doi.org/10.1007/s13042-026-03230-1},
  researchr = {https://researchr.org/publication/PanGCGS26},
  cites = {0},
  citedby = {0},
  journal = {Int. J. Machine Learning & Cybernetics},
  volume = {17},
  number = {8},
  pages = {381},
}