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2020 – today
- 2023
[j2]Wenjing Li
, Xiaodan Shi, Dou Huang, Xudong Shen, Jinyu Chen, Hill Hiroki Kobayashi, Haoran Zhang, Xuan Song, Ryosuke Shibasaki:
PredLife: Predicting Fine-Grained Future Activity Patterns. IEEE Trans. Big Data 9(6): 1658-1669 (2023)- [i4]Zhiling Guo, Xiaodan Shi, Haoran Zhang, Dou Huang, Xiaoya Song, Jinyue Yan, Ryosuke Shibasaki:
Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets. CoRR abs/2307.04101 (2023) - [i3]Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Ryosuke Shibasaki:
Learning to Generate Pseudo Personal Mobility. CoRR abs/2312.11289 (2023) - 2021
- [j1]Yuntian Chen, Dou Huang, Dongxiao Zhang, Junsheng Zeng, Nanzhe Wang, Haoran Zhang, Jinyue Yan:
Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method. J. Comput. Phys. 445: 110624 (2021) - [i2]Dou Huang, Haoran Zhang, Xuan Song, Ryosuke Shibasaki:
Differentiable Projection for Constrained Deep Learning. CoRR abs/2111.10785 (2021) - 2020
- [i1]Yuntian Chen, Dou Huang, Dongxiao Zhang, Junsheng Zeng, Nanzhe Wang, Haoran Zhang, Jinyue Yan:
Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method. CoRR abs/2012.06148 (2020)
2010 – 2019
- 2019
- [c3]Renhe Jiang, Xuan Song, Dou Huang, Xiaoya Song, Tianqi Xia, Zekun Cai, Zhaonan Wang, Kyoung-Sook Kim, Ryosuke Shibasaki:
DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events. KDD 2019: 2114-2122 - [c2]Dou Huang, Xuan Song, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Yu Zhang, Haizhong Wang, Yugo Kato:
A Variational Autoencoder Based Generative Model of Urban Human Mobility. MIPR 2019: 425-430 - 2017
- [c1]Tianqi Xia, Xuan Song, Dou Huang, Satoshi Miyazawa, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki:
Outbound behavior analysis through social network data: A case study of Chinese people in Japan. IEEE BigData 2017: 2778-2786
Coauthor Index
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