| Deepurbanevent: A system for predicting citywide crowd dynamics at big events R Jiang, X Song, D Huang, X Song, T Xia, Z Cai, Z Wang, KS Kim, ... Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 107 | 2019 |
| Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method Y Chen, D Huang, D Zhang, J Zeng, N Wang, H Zhang, J Yan Journal of Computational Physics 445, 110624, 2021 | 86 | 2021 |
| A variational autoencoder based generative model of urban human mobility D Huang, X Song, Z Fan, R Jiang, R Shibasaki, Y Zhang, H Wang, Y Kato 2019 IEEE conference on multimedia information processing and retrieval …, 2019 | 63 | 2019 |
| Mobile phone GPS data in urban bicycle-sharing: Layout optimization and emissions reduction analysis H Zhang, X Song, Y Long, T Xia, K Fang, J Zheng, D Huang, R Shibasaki, ... Applied Energy 242, 138-147, 2019 | 58 | 2019 |
| Spatiotemporal variation and determinants of carbon emissions generated by household private car Y Long, D Huang, T Lei, H Zhang, D Wang, Y Yoshida Transportation Research Part D: Transport and Environment 87, 102490, 2020 | 14 | 2020 |
| Ex-ante online risk assessment for building emergency evacuation through multimedia data H Zhang, X Song, X Song, D Huang, N Xu, R Shibasaki, Y Liang Plos one 14 (4), e0215149, 2019 | 12 | 2019 |
| DeepUrbanEvent R Jiang, X Song, D Huang, X Song, T Xia, Z Cai, Z Wang, KS Kim, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 2 | 2019 |
| Outbound behavior analysis through social network data: A case study of Chinese people in Japan T Xia, X Song, D Huang, S Miyazawa, Z Fan, R Jiang, R Shibasaki 2017 IEEE International Conference on Big Data (Big Data), 2778-2786, 2017 | 2 | 2017 |
| Differentiable projection for constrained deep learning D Huang, H Zhang, X Song, R Shibasaki arXiv preprint arXiv:2111.10785, 2021 | 1 | 2021 |
| PredLife: Predicting Fine-grained Future Activity Patterns W Li, X Shi, D Huang, X Shen, J Chen, HH Kobayashi, H Zhang, X Song, ... IEEE Transactions on Big Data, 2023 | | 2023 |
| Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets Z Guo, X Shi, H Zhang, D Huang, X Song, J Yan, R Shibasaki arXiv preprint arXiv:2307.04101, 2023 | | 2023 |
| Retrieval-based human trajectory generation D Huang Handbook of Mobility Data Mining, 117-133, 2023 | | 2023 |
| Generative model for human mobility D Huang Handbook of Mobility Data Mining, 95-115, 2023 | | 2023 |
| Trajectory super-resolution methods X Shen, D Huang, P Li, N Xu Handbook of Mobility Data Mining, 139-156, 2023 | | 2023 |
| Learning Social Compliant Multi-Modal Distributions of Human Path in Crowds X Shi, H Zhang, W Yuan, D Huang, Z Guo, R Shibasaki ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2022 | | 2022 |
| Understanding Human Mobility Patterns from Urban Energy Consumption Records: Through Electric Vehicle Charging Records D Huang, J Zhang, Z Guo, S Zhu, X Shi, W Gong, H Zhang | | |
