@article{decipheringinvariantfeaturedecouplingins,
  title = {Invariant Representation Learning for Source-Free Time Series Forecasting with LLM-Centric Proxy Denoising},
  author = {Kangjia Yan and Chenxi Liu and Hao Miao and Xinle Wu and Yan Zhao and Chenjuan Guo and Bin Yang},
  year = {2025},
  eprint = {2510.05589},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2510.05589},
}