@article{multiscalehypergraphmeetsllmsaligninglar,
  title = {Multi-scale hypergraph meets LLMs: Aligning large language models for time series analysis},
  author = {Zongjiang Shang and Dongliang Cui and Binqing Wu and Ling Chen},
  year = {2026},
  eprint = {2602.04369},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.04369},
}