@article{fromobservationstocausationsagnnbasedpro,
  title = {From Observations to Causations: A GNN-based Probabilistic Prediction Framework for Causal Discovery},
  author = {Rezaur Rashid and Gabriel Terejanu},
  year = {2025},
  eprint = {2507.20349},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.20349},
}