DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models

Haomin Wen, Youfang Lin, Yutong Xia, Huaiyu Wan, Qingsong Wen, Roger Zimmermann, Yuxuan Liang. DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models. In Matthias Renz, Mario A. Nascimento, editors, Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2023, Hamburg, Germany, November 13-16, 2023. ACM, 2023. [doi]

@inproceedings{WenLXWWZL23,
  title = {DiffSTG: Probabilistic Spatio-Temporal Graph Forecasting with Denoising Diffusion Models},
  author = {Haomin Wen and Youfang Lin and Yutong Xia and Huaiyu Wan and Qingsong Wen and Roger Zimmermann and Yuxuan Liang},
  year = {2023},
  doi = {10.1145/3589132.3625614},
  url = {https://doi.org/10.1145/3589132.3625614},
  researchr = {https://researchr.org/publication/WenLXWWZL23},
  cites = {0},
  citedby = {0},
  booktitle = {Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, SIGSPATIAL 2023, Hamburg, Germany, November 13-16, 2023},
  editor = {Matthias Renz and Mario A. Nascimento},
  publisher = {ACM},
}