Dingyuan Shi

Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework

Yansheng Wang, Yongxin Tong, Dingyuan Shi · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 118 citations · Full text

Computing, Computer Science, Data Mining +14

Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale

Yongxin Tong, Dingyuan Shi, Yi Xu et al. · IEEE Transactions on Knowledge and Data Engineering · 2021 · 58 citations

Natural Sciences, Industrial Engineering, Transportation Planning +16

Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms

Xiaocheng Tang, Fan Zhang, Zhiwei Qin et al. · 2021 · 53 citations

Computing, Autonomous Systems, Autonomous Vehicles +16

Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing

Dingyuan Shi, Yongxin Tong, Zimu Zhou et al. · 2021 · 45 citations · Full text

Business, Decision Sciences, Optimization +12

Resource Allocation in Beam Hopping Communication System

Tao Zhang, Lixin Zhang, Dingyuan Shi · 2018 · 42 citations

Engineering, Electrical Engineering, Information Technology +17