@article{exploringthepotentialofprobabilistictran,
  title = {Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework},
  author = {Zhangzhi Xiong and Haoyi Wu and You Wu and Shuqi Gu and Kan Ren and Kewei Tu},
  year = {2026},
  eprint = {2604.26762},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.26762},
}