@article{layoutawarerepresentationlearningforopen,
  title = {Layout-Aware Representation Learning for Open-Set ID Fraud Discovery},
  author = {Jinxing Li and Nicholas Ren and Cathy Chang and Hongkai Pan and Daniel George},
  year = {2026},
  eprint = {2605.05215},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.05215},
}