A deep learning approach to evaluate the quality of graph layouts using GNN

Xiangyang Wu, Qian Li, Xiaodong Pan, Xiaozhi Liu, Zhen Liu. A deep learning approach to evaluate the quality of graph layouts using GNN. J. Visualization, 28(2):413-429, April 2025. [doi]

@article{WuLPLL25-0,
  title = {A deep learning approach to evaluate the quality of graph layouts using GNN},
  author = {Xiangyang Wu and Qian Li and Xiaodong Pan and Xiaozhi Liu and Zhen Liu},
  year = {2025},
  month = {April},
  doi = {10.1007/s12650-025-01044-x},
  url = {https://doi.org/10.1007/s12650-025-01044-x},
  researchr = {https://researchr.org/publication/WuLPLL25-0},
  cites = {0},
  citedby = {0},
  journal = {J. Visualization},
  volume = {28},
  number = {2},
  pages = {413-429},
}