@misc{lit_2609_34538,
  title = { {Shallow Queries, Mature Values: Depth-Asynchronous Self-Speculation for Looped Transformers} },
  author = {Guanghao Li and Zihan Su and Hao Yu and Jinyang Jiang and Tao Ren and Zehao Li and Feng Lu and Ming Tang and Chun Yuan},
  year = {2026},
  note = {arXiv preprint},
  eprint = {2609.34538},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.34538}
}