@article{adaptingllmstotimeseriesforecastingviate,
  title = {Adapting LLMs to Time Series Forecasting via Temporal Heterogeneity Modeling and Semantic Alignment},
  author = {Yanru Sun and Emadeldeen Eldele and Zongxia Xie and Yucheng Wang and Wenzhe Niu and Qinghua Hu and Chee Keong Kwoh and Min Wu},
  year = {2025},
  eprint = {2508.07195},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.07195},
}