A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction

Yi Wang, Zhenghong Wang, Fan Zhang, Chaogui Kang, Sijie Ruan, Di Zhu, Chengling Tang, Zhongfu Ma, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu

Open source

DOI
10.1109/tpami.2025.3625859
Published
2026-03
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.1109/tpami.2025.3625859,
  title = {A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction},
  author = {Yi Wang and Zhenghong Wang and Fan Zhang and Chaogui Kang and Sijie Ruan and Di Zhu and Chengling Tang and Zhongfu Ma and Weiyu Zhang and Yu Zheng and Philip S. Yu and Yu Liu},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2025.3625859},
  url = {https://doi.org/10.1109/tpami.2025.3625859}
}

RIS

TY  - JOUR
TI  - A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction
AU  - Yi Wang
AU  - Zhenghong Wang
AU  - Fan Zhang
AU  - Chaogui Kang
AU  - Sijie Ruan
AU  - Di Zhu
AU  - Chengling Tang
AU  - Zhongfu Ma
AU  - Weiyu Zhang
AU  - Yu Zheng
AU  - Philip S. Yu
AU  - Yu Liu
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2025.3625859
UR  - https://doi.org/10.1109/tpami.2025.3625859
ER  - 

APA

Wang, Y., Wang, Z., Zhang, F., Kang, C., Ruan, S., Zhu, D., Tang, C., Ma, Z., Zhang, W., Zheng, Y., Yu, P. S., & Liu, Y. (2026). A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2025.3625859

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