Dou Huang

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 9

Top Topics

Super Resolution

Activity Patterns

Generative Model

Top Venues

J. Comput. Phys.

Publications

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 (2023)
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) (2023)
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 (2023)
Dou Huang, Haoran Zhang, Xuan Song, Ryosuke Shibasaki
Differentiable Projection for Constrained Deep Learning. CoRR (2021)
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 (2021)
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 (2020)
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)
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)
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)