DeepCrowd: A deep model for large-scale citywide crowd density and flow prediction R Jiang, Z Cai, Z Wang, C Yang, Z Fan, Q Chen, K Tsubouchi, X Song, ... IEEE Transactions on Knowledge and Data Engineering 35 (1), 276-290, 2021 | 66* | 2021 |
Epimob: Interactive visual analytics of citywide human mobility restrictions for epidemic control C Yang, Z Zhang, Z Fan, R Jiang, Q Chen, X Song, R Shibasaki IEEE Transactions on Visualization and Computer Graphics, 2022 | 27 | 2022 |
Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19 R Jiang, Z Wang, Z Cai, C Yang, Z Fan, T Xia, G Matsubara, H Mizuseki, ... ECML/PKDD 2021, 2021 | 17 | 2021 |
Human mobility-based individual-level epidemic simulation platform Z Fan, C Yang, Z Zhang, X Song, Y Liu, R Jiang, Q Chen, R Shibasaki ACM Transactions on Spatial Algorithms and Systems (TSAS) 8 (3), 1-16, 2022 | 15 | 2022 |
MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks Q Cao, R Jiang, C Yang, Z Fan, X Song, R Shibasaki ECML/PKDD 2022, 2022 | 10* | 2022 |
Predicting citywide crowd dynamics at big events: A deep learning system R Jiang, Z Cai, Z Wang, C Yang, Z Fan, Q Chen, X Song, R Shibasaki ACM Transactions on Intelligent Systems and Technology (TIST) 13 (2), 1-24, 2022 | 10 | 2022 |
DualSIN: Dual Sequential Interaction Network for Human Intentional Mobility Prediction Q Chen, R Jiang, C Yang, Z Cai, Z Fan, K Tsubouchi, R Shibasaki, ... SIGSPATIAL'20: Proceedings of the 28th International Conference on Advances …, 2020 | 9* | 2020 |
Learning social meta-knowledge for nowcasting human mobility in disaster R Jiang, Z Wang, Y Tao, C Yang, X Song, R Shibasaki, SC Chen, ... Proceedings of the ACM Web Conference 2023, 2655-2665, 2023 | 8 | 2023 |
A survey on data-driven covid-19 and future pandemic management Y Tao, C Yang, T Wang, E Coltey, Y Jin, Y Liu, R Jiang, Z Fan, X Song, ... ACM computing surveys 55 (7), 1-36, 2022 | 8 | 2022 |
Vaite: A visualization-assisted interactive big urban trajectory data exploration system C Yang, Y Zhang, B Tang, M Zhu 2019 IEEE 35th International Conference on Data Engineering (ICDE), 2036-2039, 2019 | 7 | 2019 |
Large language models as urban residents: An llm agent framework for personal mobility generation J Wang, R Jiang, C Yang, Z Wu, M Onizuka, R Shibasaki, C Xiao arXiv preprint arXiv:2402.14744, 2024 | 3 | 2024 |
Yahoo! Bousai crowd data: A large-scale crowd density and flow dataset in Tokyo and Osaka R Jiang, Z Cai, Z Wang, C Yang, Z Fan, Q Chen, K Tsubouchi, X Song, ... 2022 IEEE International Conference on Big Data (Big Data), 6676-6677, 2022 | 2 | 2022 |
MaaS system visualization C Yang, R Jiang, R Shibasaki Big Data and Mobility as a Service 9, 245-263, 2022 | 2 | 2022 |
Data-Driven In-Crisis Community Identification for Disaster Response and Management Y Tao, R Jiang, E Coltey, C Yang, X Song, R Shibasaki, ML Shyu, ... IEEE International Conference on Collaboration and Internet Computing, 2021 | 2 | 2021 |
Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation X Xu, T Suzumura, J Yong, M Hanai, C Yang, H Kanezashi, R Jiang, ... Proceedings of the 31st ACM International Conference on Advances in …, 2023 | 1 | 2023 |
Forecasting Citywide Crowd Transition Process via Convolutional Recurrent Neural Networks Z Cai, R Jiang, X Lian, C Yang, Z Wang, Z Fan, K Tsubouchi, ... IEEE Transactions on Mobile Computing, 2023 | | 2023 |