| Federated machine learning: Concept and applications Q Yang, Y Liu, T Chen, Y Tong ACM Transactions on Intelligent Systems and Technology (TIST) 10 (2), 1-19, 2019 | 7197 | 2019 |
| Online mobile micro-task allocation in spatial crowdsourcing Y Tong, J She, B Ding, L Wang, L Chen 2016 IEEE 32nd international conference on data engineering (ICDE), 49-60, 2016 | 353 | 2016 |
| The simpler the better: a unified approach to predicting original taxi demands based on large-scale online platforms Y Tong, Y Chen, Z Zhou, L Chen, J Wang, Q Yang, J Ye, W Lv Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017 | 342 | 2017 |
| Spatial crowdsourcing: a survey Y Tong, Z Zhou, Y Zeng, L Chen, C Shahabi The VLDB Journal 29, 217-250, 2020 | 296 | 2020 |
| Profit allocation for federated learning T Song, Y Tong, S Wei 2019 IEEE International Conference on Big Data (Big Data), 2577-2586, 2019 | 284 | 2019 |
| Online minimum matching in real-time spatial data: experiments and analysis Y Tong, J She, B Ding, L Chen, T Wo, K Xu Proceedings of the VLDB Endowment 9 (12), 1053-1064, 2016 | 211 | 2016 |
| A unified approach to route planning for shared mobility Y Tong, Y Zeng, Z Zhou, L Chen, J Ye, K Xu Proceedings of the VLDB Endowment 11 (11), 1633, 2018 | 209 | 2018 |
| Mining frequent itemsets over uncertain databases Y Tong, L Chen, Y Cheng, PS Yu Proceedings of the VLDB Endowment 5 (11), 1650-1661, 2012 | 200 | 2012 |
| Whom to ask? jury selection for decision making tasks on micro-blog services CC Cao, J She, Y Tong, L Chen Proceedings of the VLDB Endowment 5 (11), 1495-1506, 2012 | 186 | 2012 |
| gmission: A general spatial crowdsourcing platform Z Chen, R Fu, Z Zhao, Z Liu, L Xia, L Chen, P Cheng, CC Cao, Y Tong, ... Proceedings of the VLDB Endowment 7 (13), 1629-1632, 2014 | 166 | 2014 |
| Flexible online task assignment in real-time spatial data Y Tong, L Wang, Z Zimu, B Ding, L Chen, J Ye, K Xu Proceedings of the VLDB Endowment 10 (11), 1334-1345, 2017 | 164 | 2017 |
| Spatial crowdsourcing: Challenges, techniques, and applications Y Tong, L Chen, C Shahabi Proceedings of the VLDB Endowment 10 (12), 1988-1991, 2017 | 129 | 2017 |
| SLADE: A smart large-scale task decomposer in crowdsourcing Y Tong, L Chen, Z Zhou, HV Jagadish, L Shou, W Lv IEEE Transactions on Knowledge and Data Engineering 30 (8), 1588-1601, 2018 | 128 | 2018 |
| Federated latent dirichlet allocation: A local differential privacy based framework Y Wang, Y Tong, D Shi Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6283-6290, 2020 | 127 | 2020 |
| Dynamic pricing in spatial crowdsourcing: A matching-based approach Y Tong, L Wang, Z Zhou, L Chen, B Du, J Ye Proceedings of the 2018 international conference on management of data, 773-788, 2018 | 125 | 2018 |
| Trichromatic online matching in real-time spatial crowdsourcing T Song, Y Tong, L Wang, J She, B Yao, L Chen, K Xu 2017 IEEE 33rd International Conference on Data Engineering (ICDE), 1009-1020, 2017 | 121 | 2017 |
| Adaptive dynamic bipartite graph matching: A reinforcement learning approach Y Wang, Y Tong, C Long, P Xu, K Xu, W Lv 2019 IEEE 35th international conference on data engineering (ICDE), 1478-1489, 2019 | 118 | 2019 |
| Utility-aware social event-participant planning J She, Y Tong, L Chen Proceedings of the 2015 ACM SIGMOD international conference on management of …, 2015 | 115 | 2015 |
| Preference-aware task assignment in on-demand taxi dispatching: An online stable matching approach B Zhao, P Xu, Y Shi, Y Tong, Z Zhou, Y Zeng Proceedings of the AAAI conference on artificial intelligence 33 (01), 2245-2252, 2019 | 113 | 2019 |
| EAGRE: Towards scalable I/O efficient SPARQL query evaluation on the cloud X Zhang, L Chen, Y Tong, M Wang 2013 IEEE 29th International Conference on Data Engineering (ICDE), 565-576, 2013 | 113 | 2013 |
Lei ChenHong Kong University of Science and TechnologyVerified email at cse.ust.hk
