@inproceedings{ijcai2025p671,
  title     = {LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasting},
  author    = {Pan, Qihong and Tan, Haofei and Shen, Guojiang and Kong, Xiangjie and Wang, Mengmeng and Xu, Chenyang},
  booktitle = {Proceedings of the Thirty-Fourth International Joint Conference on
               Artificial Intelligence, {IJCAI-25}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {James Kwok},
  pages     = {6030--6038},
  year      = {2025},
  month     = {8},
  note      = {Main Track},
  doi       = {10.24963/ijcai.2025/671},
  url       = {https://doi.org/10.24963/ijcai.2025/671},
}