| Learning deep representation from big and heterogeneous data for traffic accident inference Q Chen, X Song, H Yamada, R Shibasaki Proceedings of the AAAI Conference on Artificial Intelligence 30 (1), 2016 | 274 | 2016 |
| Deepurbanmomentum: An online deep-learning system for short-term urban mobility prediction R Jiang, X Song, Z Fan, T Xia, Q Chen, S Miyazawa, R Shibasaki Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018 | 63 | 2018 |
| Spatio-temporal meta-graph learning for traffic forecasting R Jiang, Z Wang, J Yong, P Jeph, Q Chen, Y Kobayashi, X Song, ... Proceedings of the AAAI conference on artificial intelligence 37 (7), 8078-8086, 2023 | 53 | 2023 |
| 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 | 49 | 2021 |
| Deep ROI-based modeling for urban human mobility prediction R Jiang, X Song, Z Fan, T Xia, Q Chen, Q Chen, R Shibasaki Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2018 | 45 | 2018 |
| Spatio-temporal adaptive embedding makes vanilla transformer sota for traffic forecasting H Liu, Z Dong, R Jiang, J Deng, J Deng, Q Chen, X Song Proceedings of the 32nd ACM international conference on information and …, 2023 | 31 | 2023 |
| A data-driven method for pipeline scheduling optimization Q Liao, H Zhang, T Xia, Q Chen, Z Li, Y Liang Chemical Engineering Research and Design 144, 79-94, 2019 | 29 | 2019 |
| 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 | 27 | 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 | 26 | 2022 |
| Decentralized attention-based personalized human mobility prediction Z Fan, X Song, R Jiang, Q Chen, R Shibasaki Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019 | 25 | 2019 |
| A context-aware nonnegative matrix factorization framework for traffic accident risk estimation via heterogeneous data Q Chen, X Song, Z Fan, T Xia, H Yamada, R Shibasaki 2018 IEEE conference on multimedia information processing and retrieval …, 2018 | 22 | 2018 |
| Human mobility based individual-level epidemic simulation platform Z Fan, X Song, Y Liu, Z Zhang, C Yang, Q Chen, R Jiang, R Shibasaki SIGSPATIAL Special 12 (1), 34-40, 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 |
| Online trajectory prediction for metropolitan scale mobility digital twin Z Fan, X Yang, W Yuan, R Jiang, Q Chen, X Song, R Shibasaki Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 10 | 2022 |
| Deep multiple instance learning for human trajectory identification Z Fan, Q Chen, R Jiang, R Shibasaki, X Song, K Tsubouchi Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019 | 9 | 2019 |
| 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 |
| Deeprailway: a deep learning system for forecasting railway traffic T Xia, X Song, Z Fan, H Kanasugi, QJ Chen, R Jiang, R Shibasaki 2018 IEEE Conference on Multimedia Information Processing and Retrieval …, 2018 | 8 | 2018 |
| Data-driven hospital personnel scheduling optimization through patients prediction D Feng, Y Mo, Z Tang, Q Chen, H Zhang, R Akerkar, X Song CCF Transactions on Pervasive Computing and Interaction 3, 40-56, 2021 | 7 | 2021 |
| 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 |
| Trajectory fingerprint: one-shot human trajectory identification using Siamese network Z Fan, X Song, Q Chen, R Jiang, R Shibasaki, K Tsubouchi CCF Transactions on Pervasive Computing and Interaction 2 (2), 113-125, 2020 | 7 | 2020 |
Xuan SongDean and Professor, School of Artificial Intelligence, Jilin University; SUSTechVerified email at jlu.edu.cn
