Selected peer-reviewed publications.

Deep multi-view channel-wise spatio-temporal network for traffic flow prediction
Hao Miao, Senzhang Wang, Meiyue Zhang, Diansheng Guo, Funing Sun, Fan Yang. arXiv preprint arXiv:2404.15034 (2024)
BibTeX
@article{miao2024deep,
  title={Deep multi-view channel-wise spatio-temporal network for traffic flow prediction},
  author={Miao, Hao and Wang, Senzhang and Zhang, Meiyue and Guo, Diansheng and Sun, Funing and Yang, Fan},
  year={2024}
}
History-enhanced and uncertainty-aware trajectory recovery via attentive neural network
Tong Xia, Yong Li, Yunhan Qi, Jie Feng, Fengli Xu, Funing Sun, Diansheng Guo, Depeng Jin. ACM Transactions on Knowledge Discovery from Data (2023)
BibTeX
@article{xia2023history,
  title={History-enhanced and uncertainty-aware trajectory recovery via attentive neural network},
  author={Xia, Tong and Li, Yong and Qi, Yunhan and Feng, Jie and Xu, Fengli and Sun, Funing and Guo, Diansheng and Jin, Depeng},
  year={2023}
}
Memda: forecasting urban time series with memory-based drift adaptation
Zekun Cai, Renhe Jiang, Xinyu Yang, Zhaonan Wang, Diansheng Guo, Hiroki Kobayashi, Xuan Song, Ryosuke Shibasaki. arXiv preprint arXiv:2309.14216 (2023)
BibTeX
@article{cai2023memda,
  title={Memda: forecasting urban time series with memory-based drift adaptation},
  author={Cai, Zekun and Jiang, Renhe and Yang, Xinyu and Wang, Zhaonan and Guo, Diansheng and Kobayashi, Hiroki and Song, Xuan and Shibasaki, Ryosuke},
  year={2023}
}
Comprehensive urban space representation with varying numbers of street-level images
Yingjing Huang, Fan Zhang, Yong Gao, Wei Tu, Fabio Duarte, Carlo Ratti, Diansheng Guo, Yu Liu. Computers, Environment and Urban Systems (2023)
BibTeX
@article{huang2023comprehensive,
  title={Comprehensive urban space representation with varying numbers of street-level images},
  author={Huang, Yingjing and Zhang, Fan and Gao, Yong and Tu, Wei and Duarte, Fabio and Ratti, Carlo and Guo, Diansheng and Liu, Yu},
  year={2023}
}
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