| DNN-based prediction model for spatio-temporal data J Zhang, Y Zheng, D Qi, R Li, X Yi Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances …, 2016 | 602 | 2016 |
| Forecasting fine-grained air quality based on big data Y Zheng, X Yi, M Li, R Li, Z Shan, E Chang, T Li Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 420 | 2015 |
| Predicting citywide crowd flows using deep spatio-temporal residual networks J Zhang, Y Zheng, D Qi, R Li, X Yi, T Li Artificial Intelligence 259, 147-166, 2018 | 369 | 2018 |
| Just: Jd urban spatio-temporal data engine R Li, H He, R Wang, Y Huang, J Liu, S Ruan, T He, J Bao, Y Zheng 2020 IEEE 36th International Conference on Data Engineering (ICDE), 1558-1569, 2020 | 65 | 2020 |
| Detecting Vehicle Illegal Parking Events using Sharing Bikes' Trajectories. T He, J Bao, R Li, S Ruan, Y Li, C Tian, Y Zheng KDD, 340-349, 2018 | 61 | 2018 |
| Trajmesa: A distributed nosql storage engine for big trajectory data R Li, H He, R Wang, S Ruan, Y Sui, J Bao, Y Zheng 2020 IEEE 36th International Conference on Data Engineering (ICDE), 2002-2005, 2020 | 50 | 2020 |
| Managing massive trajectories on the cloud J Bao, R Li, X Yi, Y Zheng Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances …, 2016 | 50 | 2016 |
| Learning to generate maps from trajectories S Ruan, C Long, J Bao, C Li, Z Yu, R Li, Y Liang, T He, Y Zheng Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 890-897, 2020 | 35 | 2020 |
| CloudTP: A Cloud-based Flexible Trajectory Preprocessing Framework S Ruan, R Li, J Bao, T He, Y Zheng 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1601-1604, 2018 | 35 | 2018 |
| What is the Human Mobility in a New City: Transfer Mobility Knowledge Across Cities T He, J Bao, R Li, S Ruan, Y Li, S Li, H He, Y Zheng WWW, 2020 | 34 | 2020 |
| Interactive bike lane planning using sharing bikes’ trajectories T He, J Bao, S Ruan, R Li, Y Li, H He, Y Zheng IEEE Transactions on Knowledge and Data Engineering 32 (8), 1529-1542, 2019 | 22 | 2019 |
| Doing in One Go: Delivery Time Inference Based on Couriers' Trajectories S Ruan, Z Xiong, C Long, Y Chen, J Bao, T He, R Li, S Wu, Z Jiang, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 20 | 2020 |
| A cloud-based trajectory data management system R Li, S Ruan, J Bao, Y Zheng Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017 | 20 | 2017 |
| MTrajRec: Map-Constrained Trajectory Recovery via Seq2Seq Multi-task Learning H Ren, S Ruan, Y Li, J Bao, C Meng, R Li, Y Zheng Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 17 | 2021 |
| Trajmesa: A distributed nosql-based trajectory data management system R Li, H He, R Wang, S Ruan, T He, J Bao, J Zhang, L Hong, Y Zheng IEEE Transactions on Knowledge and Data Engineering 35 (1), 1013-1027, 2021 | 17 | 2021 |
| Efficient Suspected Infected Crowds Detection Based on Spatio-Temporal Trajectories H He, R Li, R Wang, J Bao, Y Zheng, T Li arXiv preprint arXiv:2004.06653, 2020 | 15 | 2020 |
| Dynamic Public Resource Allocation based on Human Mobility Prediction S RUAN, JIE BAO, Y LIANG, R LI, T HE, C MENG, Y LI, Y WU, YU ZHENG UbiComp, 2020 | 12 | 2020 |
| Predicting fine-grained air quality based on deep neural networks X Yi, Z Duan, R Li, J Zhang, T Li, Y Zheng IEEE Transactions on Big Data 8 (5), 1326-1339, 2020 | 11 | 2020 |
| Querying massive trajectories by path on the cloud R Li, S Ruan, J Bao, Y Li, Y Wu, Y Zheng Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances …, 2017 | 10 | 2017 |
| Efficient path query processing over massive trajectories on the cloud R Li, S Ruan, J Bao, Y Li, Y Wu, L Hong, Y Zheng IEEE Transactions on Big Data 6 (1), 66-79, 2018 | 8 | 2018 |
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Digits, Head of JD Intelligent Cities ResearchVerified email at jd.com
