| Planning Bike Lanes based on Sharing-Bikes' Trajectories J Bao, T He, S Ruan, Y Li, Y Zheng Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 259 | 2017 |
| Urbanfm: Inferring fine-grained urban flows Y Liang, K Ouyang, L Jing, S Ruan, Y Liu, J Zhang, DS Rosenblum, ... Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 161 | 2019 |
| 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 | 116 | 2021 |
| 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 | 107 | 2020 |
| 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 | 104 | 2020 |
| What is the human mobility in a new city: Transfer mobility knowledge across cities T He, J Bao, R Li, S Ruan, Y Li, L Song, H He, Y Zheng Proceedings of The Web Conference 2020, 1355-1365, 2020 | 83 | 2020 |
| 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 | 83 | 2020 |
| Detecting Vehicle Illegal Parking Events using Sharing Bikes’ Trajectories T He, J Bao, R Li, S Ruan, Y Li, C Tian, Y Zheng Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 82 | 2018 |
| Fine-grained urban flow inference K Ouyang, Y Liang, Y Liu, Z Tong, S Ruan, Y Zheng, DS Rosenblum IEEE transactions on knowledge and data engineering 34 (6), 2755-2770, 2020 | 74 | 2020 |
| 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 | 52 | 2020 |
| 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 | 50 | 2021 |
| CloudTP: A Cloud-based Flexible Trajectory Preprocessing Framework S Ruan, R Li, J Bao, T He, Y Zheng Proceedings of the 34th IEEE International Conference on Data Engineering …, 2018 | 50 | 2018 |
| Dynamic public resource allocation based on human mobility prediction S Ruan, J Bao, Y Liang, R Li, T He, C Meng, Y Li, Y Wu, Y Zheng Proceedings of the ACM on interactive, mobile, wearable and ubiquitous …, 2020 | 48 | 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 | 43 | 2019 |
| A lightweight multi-layer perceptron for efficient multivariate time series forecasting Z Wang, S Ruan, T Huang, H Zhou, S Zhang, Y Wang, L Wang, Z Huang, ... Knowledge-Based Systems 288, 111463, 2024 | 40 | 2024 |
| Service time prediction for delivery tasks via spatial meta-learning S Ruan, C Long, Z Ma, J Bao, T He, R Li, Y Chen, S Wu, Y Zheng Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 34 | 2022 |
| Trass: Efficient trajectory similarity search based on key-value data stores H He, R Li, S Ruan, T He, J Bao, T Li, Y Zheng 2022 IEEE 38th International conference on data engineering (ICDE), 2306-2318, 2022 | 27 | 2022 |
| 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 | 26 | 2017 |
| Traffic speed imputation with spatio-temporal attentions and cycle-perceptual training Q Xu, S Ruan, C Long, L Yu, C Zhang Proceedings of the 31st ACM International Conference on Information …, 2022 | 20 | 2022 |
| Discovering actual delivery locations from mis-annotated couriers' trajectories S Ruan, C Long, X Yang, T He, R Li, J Bao, Y Chen, S Wu, J Cui, Y Zheng 2022 IEEE 38th International Conference on Data Engineering (ICDE), 3241-3253, 2022 | 20 | 2022 |
Yu Zheng (郑宇)Vice President of JD.COM, Chief Data Scientist of JD Tech., Head of JD Intelligent Cities ResearchVerified email at jd.com
