Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting

Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Yan Zheng 0001, Liang Wang, JunPeng Wang, Xin Dai, Zhongfang Zhuang, Wei Zhang. Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting. In Ingo Frommholz, Frank Hopfgartner, Mark Lee 0001, Michael Oakes 0001, Mounia Lalmas, Min Zhang 0006, Rodrygo L. T. Santos, editors, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. pages 504-513, ACM, 2023. [doi]

@inproceedings{FanYC0WWDZZ23,
  title = {Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting},
  author = {Yujie Fan and Chin-Chia Michael Yeh and Huiyuan Chen and Yan Zheng 0001 and Liang Wang and JunPeng Wang and Xin Dai and Zhongfang Zhuang and Wei Zhang},
  year = {2023},
  doi = {10.1145/3583780.3615066},
  url = {https://doi.org/10.1145/3583780.3615066},
  researchr = {https://researchr.org/publication/FanYC0WWDZZ23},
  cites = {0},
  citedby = {0},
  pages = {504-513},
  booktitle = {Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023},
  editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee 0001 and Michael Oakes 0001 and Mounia Lalmas and Min Zhang 0006 and Rodrygo L. T. Santos},
  publisher = {ACM},
}