Outbound behavior analysis through social network data: A case study of Chinese people in Japan. - Tianqi Xia; Xuan Song 001; Dou Huang; Satoshi Miyazawa; Zipei Fan; Renhe Jiang; Ryosuke Shibasaki (IEEE BigData, 2017)

DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events. - Renhe Jiang; Xuan Song 001; Dou Huang; Xiaoya Song; Tianqi Xia; Zekun Cai; Zhaonan Wang 001; Kyoung-Sook Kim 001; Ryosuke Shibasaki (KDD, 2019)

A Variational Autoencoder Based Generative Model of Urban Human Mobility. - Dou Huang; Xuan Song 001; Zipei Fan; Renhe Jiang; Ryosuke Shibasaki; Yu Zhang; Haizhong Wang; Yugo Kato (MIPR, 2019)

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)

Differentiable Projection for Constrained Deep Learning. - Dou Huang; Haoran Zhang 002; Xuan Song 001; Ryosuke Shibasaki (CoRR, 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 002; Jinyue Yan (J. Comput. Phys., 2021)

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 002; Dou Huang; Xiaoya Song; Jinyue Yan; Ryosuke Shibasaki (CoRR, 2023)

Learning to Generate Pseudo Personal Mobility. - Peiran Li; Haoran Zhang 002; Wenjing Li 006; Dou Huang; Jinyu Chen; Junxiang Zhang; Xuan Song 001; Pengjun Zhao; Ryosuke Shibasaki (CoRR, 2023)

PredLife: Predicting Fine-Grained Future Activity Patterns. - Wenjing Li 006; Xiaodan Shi; Dou Huang; Xudong Shen; Jinyu Chen; Hill Hiroki Kobayashi; Haoran Zhang 002; Xuan Song 001; Ryosuke Shibasaki (IEEE Trans. Big Data, 2023)

GeoAvatar: A big mobile phone positioning data-driven method for individualized pseudo personal mobility data generation. - Peiran Li; Haoran Zhang 002; Wenjing Li 006; Dou Huang; Zhiling Guo; Jinyu Chen; Junxiang Zhang; Xuan Song 001; Pengjun Zhao; Jinyue Yan; Ryosuke Shibasaki; Noboru Koshizuka (Comput. Environ. Urban Syst., 2025)