Selected peer-reviewed publications.

Connecting family trees to construct a population-scale and longitudinal geo-social network for the US
Caglar Koylu, Diansheng Guo, Yuan Huang, Alice Kasakoff, Jack Grieve. International Journal of Geographical Information Science (2021)
BibTeX
@article{koylu2021connecting,
  title={Connecting family trees to construct a population-scale and longitudinal geo-social network for the US},
  author={Koylu, Caglar and Guo, Diansheng and Huang, Yuan and Kasakoff, Alice and Grieve, Jack},
  year={2021}
}
Attnmove: History enhanced trajectory recovery via attentional network
Tong Xia, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Yong Li. Proceedings of the AAAI conference on artificial intelligence (2021)
BibTeX
@inproceedings{xia2021attnmove,
  title={Attnmove: History enhanced trajectory recovery via attentional network},
  author={Xia, Tong and Qi, Yunhan and Feng, Jie and Xu, Fengli and Sun, Funing and Guo, Diansheng and Li, Yong},
  year={2021}
}
3DGCN: 3-dimensional dynamic graph convolutional network for citywide crowd flow prediction
Tong Xia, Junjie Lin, Yong Li, Jie Feng, Pan Hui, Funing Sun, Diansheng Guo, Depeng Jin. ACM Transactions on Knowledge Discovery from Data (TKDD) (2021)
BibTeX
@article{xia20213dgcn,
  title={3DGCN: 3-dimensional dynamic graph convolutional network for citywide crowd flow prediction},
  author={Xia, Tong and Lin, Junjie and Li, Yong and Feng, Jie and Hui, Pan and Sun, Funing and Guo, Diansheng and Jin, Depeng},
  year={2021}
}
Context-aware spatial-temporal neural network for citywide crowd flow prediction via modeling long-range spatial dependency
Jie Feng, Yong Li, Ziqian Lin, Can Rong, Funing Sun, Diansheng Guo, Depeng Jin. ACM Transactions on Knowledge Discovery from Data (TKDD) (2021)
BibTeX
@article{feng2021context,
  title={Context-aware spatial-temporal neural network for citywide crowd flow prediction via modeling long-range spatial dependency},
  author={Feng, Jie and Li, Yong and Lin, Ziqian and Rong, Can and Sun, Funing and Guo, Diansheng and Jin, Depeng},
  year={2021}
}
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