| 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 | 119 | 2020 |
| Learning to assign: Towards fair task assignment in large-scale ride hailing D Shi, Y Tong, Z Zhou, B Song, W Lv, Q Yang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 52 | 2021 |
| Value function is all you need: A unified learning framework for ride hailing platforms X Tang, F Zhang, Z Qin, Y Wang, D Shi, B Song, Y Tong, H Zhu, J Ye Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 49 | 2021 |
| An efficient approach for cross-silo federated learning to rank Y Wang, Y Tong, D Shi, K Xu 2021 IEEE 37th International Conference on Data Engineering (ICDE), 1128-1139, 2021 | 37 | 2021 |
| Combinatorial optimization meets reinforcement learning: Effective taxi order dispatching at large-scale Y Tong, D Shi, Y Xu, W Lv, Z Qin, X Tang IEEE Transactions on Knowledge and Data Engineering 35 (10), 9812-9823, 2021 | 35 | 2021 |
| Adaptive task planning for large-scale robotized warehouses D Shi, Y Tong, Z Zhou, K Xu, W Tan, H Li 2022 IEEE 38th International Conference on Data Engineering (ICDE), 3327-3339, 2022 | 12 | 2022 |
| Federated Learning in the Lens of Crowdsourcing. Y Tong, Y Wang, D Shi IEEE Data Eng. Bull. 43 (3), 26-36, 2020 | 12 | 2020 |
| 面向企业数据孤岛的联邦排序学习 史鼎元， 王晏晟， 郑鹏飞， 童咏昕 软件学报 32 (3), 669-688, 2021 | 5 | 2021 |
| Collision-aware route planning in warehouses made efficient: A strip-based framework D Shi, N Zhou, Y Tong, Z Zhou, Y Xu, K Xu 2023 IEEE 39th International Conference on Data Engineering (ICDE), 869-881, 2023 | 3 | 2023 |
| GRAPH-CONSTRAINED DIFFUSION FOR END-TO-END PATH PLANNING D Shi, Y Tong, Z Zhou, K Xu, Z Wang, J Ye | 2* | 2024 |
| A Secure Multi-party Data Federation System. S Li, Y Ji, D Shi, W Liao, L Zhang, Y Tong, K Xu International Journal of Software & Informatics 12 (1), 2022 | 1 | 2022 |
| Data federation system for multi-party security 李书缘， 季与点， 史鼎元， 廖旺冬， 张利鹏， 童咏昕， 许可 Journal of Software 33 (3), 1111-1127, 2021 | 1 | 2021 |
| 面向多方安全的数据联邦系统 李书缘， 季与点， 史鼎元， 廖旺冬， 张利鹏， 童咏昕， 许可 软件学报 33 (3), 1111-1127, 2021 | 1 | 2021 |
| A Data-driven Spatiotemporal Simulator for Reinforcement Learning Methods D Shi, B Song, Y Zhang, H Yang, K Xu Proceedings of the VLDB Endowment 17 (12), 4257-4260, 2024 | | 2024 |
| DreamCouple: Exploring High Quality Text-to-3D Generation Via Rectified Flow H Li, X Chu, D Shi arXiv e-prints, arXiv: 2408.05008, 2024 | | 2024 |
| An Efficient Local Differential Privacy Approach for Trajectory Publishing with High Utility H Yang, D Shi, Y Zhang, Y Xu, K Xu International Conference on Database Systems for Advanced Applications, 71-88, 2024 | | 2024 |
Yongxin Tong（童咏昕）Professor of Computer Science, Beihang UniversityVerified email at buaa.edu.cn