Dou Huang

According to our database, Dou Huang authored at least 9 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

PredLife: Predicting Fine-Grained Future Activity Patterns.

Wenjing Li, Xiaodan Shi, Dou Huang, Xudong Shen, Jinyu Chen, Hill Hiroki Kobayashi, Haoran Zhang, Xuan Song, Ryosuke Shibasaki

IEEE Trans. Big Data, December, 2023

Learning to Generate Pseudo Personal Mobility.

Peiran Li, Haoran Zhang, Wenjing Li, Dou Huang, Jinyu Chen, Junxiang Zhang, Xuan Song, Pengjun Zhao, Ryosuke Shibasaki

CoRR, 2023

Enhancing Building Semantic Segmentation Accuracy with Super Resolution and Deep Learning: Investigating the Impact of Spatial Resolution on Various Datasets.

Zhiling Guo, Xiaodan Shi, Haoran Zhang, Dou Huang, Xiaoya Song, Jinyue Yan, Ryosuke Shibasaki

CoRR, 2023

2021

Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.

Yuntian Chen, Dou Huang, Dongxiao Zhang, Junsheng Zeng, Nanzhe Wang, Haoran Zhang, Jinyue Yan

J. Comput. Phys., 2021

Differentiable Projection for Constrained Deep Learning.

Dou Huang, Haoran Zhang, Xuan Song, Ryosuke Shibasaki

CoRR, 2021

2020

Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning method.

Yuntian Chen, Dou Huang, Dongxiao Zhang, Junsheng Zeng, Nanzhe Wang, Haoran Zhang, Jinyue Yan

CoRR, 2020

2019

A Variational Autoencoder Based Generative Model of Urban Human Mobility.

Dou Huang, Xuan Song, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki, Yu Zhang, Haizhong Wang, Yugo Kato

Proceedings of the 2nd IEEE Conference on Multimedia Information Processing and Retrieval, 2019

DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events.

Renhe Jiang, Xuan Song, Dou Huang, Xiaoya Song, Tianqi Xia, Zekun Cai, Zhaonan Wang, Kyoung-Sook Kim, Ryosuke Shibasaki

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2017

Outbound behavior analysis through social network data: A case study of Chinese people in Japan.

Tianqi Xia, Xuan Song, Dou Huang, Satoshi Miyazawa, Zipei Fan, Renhe Jiang, Ryosuke Shibasaki

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017