| Dl-traff: Survey and benchmark of deep learning models for urban traffic prediction R Jiang, D Yin, Z Wang, Y Wang, J Deng, H Liu, Z Cai, J Deng, X Song, ... Proceedings of the 30th ACM international conference on information …, 2021 | 103 | 2021 |
| Deepurbanevent: A system for predicting citywide crowd dynamics at big events R Jiang, X Song, D Huang, X Song, T Xia, Z Cai, Z Wang, KS Kim, ... Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 100 | 2019 |
| 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 | 57* | 2021 |
| Transfer urban human mobility via poi embedding over multiple cities R Jiang, X Song, Z Fan, T Xia, Z Wang, Q Chen, Z Cai, R Shibasaki ACM Transactions on Data Science 2 (1), 1-26, 2021 | 26 | 2021 |
| Spatio-temporal-categorical graph neural networks for fine-grained multi-incident co-prediction Z Wang, R Jiang, Z Cai, Z Fan, X Liu, KS Kim, X Song, R Shibasaki Proceedings of the 30th ACM international conference on information …, 2021 | 15 | 2021 |
| 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, ... Machine Learning and Knowledge Discovery in Databases. Applied Data Science …, 2021 | 15 | 2021 |
| Learn to recover visible color for video surveillance in a day G Wu, Y Zheng, Z Guo, Z Cai, X Shi, X Ding, Y Huang, Y Guo, R Shibasaki Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 13 | 2020 |
| Will you go where you search? A deep learning framework for estimating user search-and-go behavior R Jiang, Q Chen, Z Cai, Z Fan, X Song, K Tsubouchi, R Shibasaki Neurocomputing 472, 338-348, 2022 | 12 | 2022 |
| GPS data in urban online ride-hailing: A simulation method to evaluate impact of user scale on emission performance of system J Chen, W Li, H Zhang, Z Cai, Y Sui, Y Long, X Song, R Shibasaki Journal of cleaner production 287, 125567, 2021 | 11 | 2021 |
| 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 | 8 | 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, ... Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 7 | 2020 |
| End-to-end building change detection model in aerial imagery and digital surface model based on neural networks X Lian, W Yuan, Z Guo, Z Cai, X Song, R Shibasaki The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020 | 4 | 2020 |
| St-expertnet: A deep expert framework for traffic prediction H Wang, J Chen, Z Fan, Z Zhang, Z Cai, X Song IEEE Transactions on Knowledge and Data Engineering, 2022 | 3 | 2022 |
| MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation Z Cai, R Jiang, X Yang, Z Wang, D Guo, H Kobayashi, X Song, ... arXiv preprint arXiv:2309.14216, 2023 | 2 | 2023 |
| DeepUrbanEvent R Jiang, X Song, D Huang, X Song, T Xia, Z Cai, Z Wang, KS Kim, ... Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 2 | 2019 |
| 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 | 1 | 2022 |
| DualSIN Q Chen, R Jiang, C Yang, Z Cai, Z Fan, K Tsubouchi, R Shibasaki, ... Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 1 | 2020 |
| Travel prediction method and apparatus, device, and storage medium X Song, Z Fan, Q Chen, R Jiang, Z Cai, R Shibasaki US Patent 11,809,970, 2023 | | 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 |
| Real-World Video for Zoom Enhancement based on Spatio-Temporal Coupling Z Guo, Y Zheng, H Zhang, X Shi, Z Cai, R Shibasaki, J Yan arXiv preprint arXiv:2306.13875, 2023 | | 2023 |
Xuan SongDean and Professor, School of Artificial Intelligence, Jilin University; SUSTechVerified email at jlu.edu.cn
