@misc{lit_2611_06835,
  title = { {LooM: Loop-Invariant Memory for Causal Encoder-Decoder Language Models} },
  author = {Lele Yang and Muxi Diao and Zhonghao Yan and Jiankang Chen and Bin Wen and Tingting Gao and Wentao Zhang and Kongming Liang and Zhanyu Ma and Weiran Xu},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2611.06835},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2611.06835}
}