SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting

Lequan Lin, Dai Shi, Andi Han, Junbin Gao. SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting. In International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, June 30 - July 5, 2025. pages 1-10, IEEE, 2025. [doi]

@inproceedings{LinSHG25,
  title = {SpecSTG: A Fast Spectral Diffusion Framework for Probabilistic Spatio-Temporal Traffic Forecasting},
  author = {Lequan Lin and Dai Shi and Andi Han and Junbin Gao},
  year = {2025},
  doi = {10.1109/IJCNN64981.2025.11227295},
  url = {https://doi.org/10.1109/IJCNN64981.2025.11227295},
  researchr = {https://researchr.org/publication/LinSHG25},
  cites = {0},
  citedby = {0},
  pages = {1-10},
  booktitle = {International Joint Conference on Neural Networks, IJCNN 2025, Rome, Italy, June 30 - July 5, 2025},
  publisher = {IEEE},
  isbn = {979-8-3315-1042-8},
}