@misc{lit_2610_35544,
  title = { {StateLoop: Persistent State for Looped Transformers} },
  author = {Feichen Song and Boyi Zeng and He Li and Shixiang Song and Yiqin Hao and Zitong Wang and Yizhou Yang and Yifan Liu and Ziwei He and Zhouhan Lin},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2610.35544},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2610.35544}
}