Selected peer-reviewed publications.

Adaptive spatio-temporal convolutional network for traffic prediction
Mingyang Zhang, Yong Li, Funing Sun, Diansheng Guo, Pan Hui. 2021 IEEE International Conference on Data Mining (ICDM) (2021)
BibTeX
@inproceedings{zhang2021adaptive,
  title={Adaptive spatio-temporal convolutional network for traffic prediction},
  author={Zhang, Mingyang and Li, Yong and Sun, Funing and Guo, Diansheng and Hui, Pan},
  year={2021}
}
A novel big data approach to measure and visualize urban accessibility
Yuqin Jiang, Diansheng Guo, Zhenlong Li, Michael E Hodgson. Computational urban science (2021)
BibTeX
@article{jiang2021novel,
  title={A novel big data approach to measure and visualize urban accessibility},
  author={Jiang, Yuqin and Guo, Diansheng and Li, Zhenlong and Hodgson, Michael E},
  year={2021}
}
PMF: A privacy-preserving human mobility prediction framework via federated learning
Jie Feng, Can Rong, Funing Sun, Diansheng Guo, Yong Li. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (2020)
BibTeX
@article{feng2020pmf,
  title={PMF: A privacy-preserving human mobility prediction framework via federated learning},
  author={Feng, Jie and Rong, Can and Sun, Funing and Guo, Diansheng and Li, Yong},
  year={2020}
}
Sume: Semantic-enhanced urban mobility network embedding for user demographic inference
Fengli Xu, Zongyu Lin, Tong Xia, Diansheng Guo, Yong Li. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (2020)
BibTeX
@article{xu2020sume,
  title={Sume: Semantic-enhanced urban mobility network embedding for user demographic inference},
  author={Xu, Fengli and Lin, Zongyu and Xia, Tong and Guo, Diansheng and Li, Yong},
  year={2020}
}
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