@article{thefewgovernthemanyunveilingfewlayerdomi,
  title = {The Few Govern the Many:Unveiling Few-Layer Dominance for Time Series Models},
  author = {Xin Qiu and Junlong Tong and Yirong Sun and Yunpu Ma and Xiaoyu Shen},
  year = {2025},
  eprint = {2511.07237},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2511.07237},
}