| Deep spatio-temporal residual networks for citywide crowd flows prediction J Zhang, Y Zheng, D Qi Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017 | 2937 | 2017 |
| Mining interesting locations and travel sequences from GPS trajectories Y Zheng, L Zhang, X Xie, WY Ma Proceedings of the 18th international conference on World wide web, 791-800, 2009 | 2755 | 2009 |
| Trajectory data mining: an overview Y Zheng ACM Transactions on Intelligent Systems and Technology (TIST) 6 (3), 1-41, 2015 | 2284 | 2015 |
| Urban computing: concepts, methodologies, and applications Y Zheng, L Capra, O Wolfson, H Yang ACM Transactions on Intelligent Systems and Technology (TIST) 5 (3), 1-55, 2014 | 2151 | 2014 |
| GeoLife: A collaborative social networking service among user, location and trajectory. Y Zheng, X Xie, WY Ma IEEE Data Eng. Bull. 33 (2), 32-39, 2010 | 1756 | 2010 |
| Understanding mobility based on GPS data Y Zheng, Q Li, Y Chen, X Xie, WY Ma Proceedings of the 10th international conference on Ubiquitous computing …, 2008 | 1591 | 2008 |
| T-drive: driving directions based on taxi trajectories J Yuan, Y Zheng, C Zhang, W Xie, X Xie, G Sun, Y Huang Proceedings of the 18th SIGSPATIAL International conference on advances in …, 2010 | 1547 | 2010 |
| Discovering regions of different functions in a city using human mobility and POIs J Yuan, Y Zheng, X Xie Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012 | 1486 | 2012 |
| U-air: When urban air quality inference meets big data Y Zheng, F Liu, HP Hsieh Proceedings of the 19th ACM SIGKDD international conference on Knowledge …, 2013 | 1223 | 2013 |
| Driving with knowledge from the physical world J Yuan, Y Zheng, X Xie, G Sun Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011 | 1151 | 2011 |
| Map-matching for low-sampling-rate GPS trajectories Y Lou, C Zhang, Y Zheng, X Xie, W Wang, Y Huang Proceedings of the 17th ACM SIGSPATIAL international conference on advances …, 2009 | 1131 | 2009 |
| Mining user similarity based on location history Q Li, Y Zheng, X Xie, Y Chen, W Liu, WY Ma Proceedings of the 16th ACM SIGSPATIAL international conference on Advances …, 2008 | 963 | 2008 |
| Location-based and preference-aware recommendation using sparse geo-social networking data J Bao, Y Zheng, MF Mokbel Proceedings of the 20th international conference on advances in geographic …, 2012 | 947 | 2012 |
| Collaborative location and activity recommendations with gps history data VW Zheng, Y Zheng, X Xie, Q Yang Proceedings of the 19th international conference on World wide web, 1029-1038, 2010 | 926 | 2010 |
| 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 | 912 | 2016 |
| Learning transportation mode from raw gps data for geographic applications on the web Y Zheng, L Liu, L Wang, X Xie Proceedings of the 17th international conference on World Wide Web, 247-256, 2008 | 902 | 2008 |
| Graph self-supervised learning: A survey Y Liu, M Jin, S Pan, C Zhou, Y Zheng, F Xia, PS Yu IEEE transactions on knowledge and data engineering 35 (6), 5879-5900, 2022 | 847 | 2022 |
| Computing with spatial trajectories Y Zheng, X Zhou Springer Science & Business Media, 2011 | 815 | 2011 |
| A survey of graph neural networks for recommender systems: Challenges, methods, and directions C Gao, Y Zheng, N Li, Y Li, Y Qin, J Piao, Y Quan, J Chang, D Jin, X He, ... ACM Transactions on Recommender Systems 1 (1), 1-51, 2023 | 788 | 2023 |
| T-share: A large-scale dynamic taxi ridesharing service S Ma, Y Zheng, O Wolfson 2013 IEEE 29th International Conference on Data Engineering (ICDE), 410-421, 2013 | 785 | 2013 |
Xing Xie 谢幸Assistant Managing Director, Microsoft Research Asia, ACM Fellow, IEEE Fellow, CCF FellowVerified email at microsoft.com
