@article{transformersprovablylearndirectedacyclic,
  title = {Transformers Provably Learn Directed Acyclic Graphs via Kernel-Guided Mutual Information},
  author = {Yuan Cheng and Yu Huang and Zhe Xiong and Yingbin Liang and Vincent Y. F. Tan},
  year = {2025},
  eprint = {2510.25542},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.25542},
}