@article{decopenhancingselfsupervisedtimeseriesre,
  title = {DeCoP: Enhancing Self-Supervised Time Series Representation with Dependency Controlled Pre-training},
  author = {Yuemin Wu and Zhongze Wu and Xiu Su and Feng Yang and Hongyan Xu and Xi Lin and Wenti Huang and Shan You and Chang Xu},
  year = {2025},
  eprint = {2509.14642},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2509.14642},
}