Comprehensive Evaluation of Space Information Network Simulation System Based on GEO Satellite. - Dingyuan Shi; Feng Liu 010; Ligang Fei; Kunkun Nie (IWCMC, 2018)

A LEO Satellite Network Capacity Model for Topology and Routing Algorithm Analysis. - Yunlu Xiao; Tao Zhang 075; Dingyuan Shi; Feng Liu 010 (IWCMC, 2018)

Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework. - Yansheng Wang; Yongxin Tong; Dingyuan Shi (AAAI, 2020)

Resource Allocation in Beam Hopping Communication Satellite System. - Dingyuan Shi; Feng Liu 010; Tao Zhang 075 (IWCMC, 2020)

Federated Learning in the Lens of Crowdsourcing. - Yongxin Tong; Yansheng Wang; Dingyuan Shi (IEEE Data Eng. Bull., 2020)

Comprehensive Evaluation on Space Information Network Demonstration Platform Based on Tracking and Data Relay Satellite System. - Feng Liu 010; Dingyuan Shi; Yunlu Xiao; Tao Zhang 075; Jie Sun 026 (Sensors, 2020)

An Efficient Approach for Cross-Silo Federated Learning to Rank. - Yansheng Wang; Yongxin Tong; Dingyuan Shi; Ke Xu 001 (ICDE, 2021)

Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing. - Dingyuan Shi; Yongxin Tong; Zimu Zhou; Bingchen Song; Weifeng Lv; Qiang Yang 001 (KDD, 2021)

Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms. - Xiaocheng Tang; Fan Zhang 098; Zhiwei (Tony) Qin; Yansheng Wang; Dingyuan Shi; Bingchen Song; Yongxin Tong; Hongtu Zhu; Jieping Ye (KDD, 2021)

A Software-Defined Architecture for Integrating Heterogeneous Space and Ground Networks. - Jie Sun 026; Feng Liu 010; Yong Li 008; Lianlian Zhang; Dingyuan Shi (Frontiers Commun. Networks, 2021)

Adaptive Task Planning for Large-Scale Robotized Warehouses. - Dingyuan Shi; Yongxin Tong; Zimu Zhou; Ke Xu 001; Wenzhe Tan; Hongbo Li 001 (ICDE, 2022)

A Secure Multi-party Data Federation System. - Shuyuan Li; Yudian Ji; Dingyuan Shi; Wangdong Liao; Lipeng Zhang; Yongxin Tong; Ke Xu 001 (Int. J. Softw. Informatics, 2022)

Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework. - Dingyuan Shi; Nan Zhou; Yongxin Tong; Zimu Zhou; Yi Xu 013; Ke Xu 001 (ICDE, 2023)

Combinatorial Optimization Meets Reinforcement Learning: Effective Taxi Order Dispatching at Large-Scale. - Yongxin Tong; Dingyuan Shi; Yi Xu 013; Weifeng Lv; Zhiwei Qin 001; Xiaocheng Tang (IEEE Trans. Knowl. Data Eng., 2023)

An Efficient Local Differential Privacy Approach for Trajectory Publishing with High Utility. - Haolong Yang; Dingyuan Shi; Yuanyuan Zhang 013; Yi Xu 013; Ke Xu 001 (DASFAA (4), 2024)

Graph-constrained diffusion for End-to-End Path Planning. - Dingyuan Shi; Yongxin Tong; Zimu Zhou; Ke Xu 001; Zheng Wang; Jieping Ye (ICLR, 2024)

DreamCouple: Exploring High Quality Text-to-3D Generation Via Rectified Flow. - Hangyu Li; Xiangxiang Chu; Dingyuan Shi (CoRR, 2024)

Prioritize Denoising Steps on Diffusion Model Preference Alignment via Explicit Denoised Distribution Estimation. - Dingyuan Shi; Yong Wang; Hangyu Li; Xiangxiang Chu (CoRR, 2024)

A Data-driven Spatiotemporal Simulator for Reinforcement Learning Methods. - Dingyuan Shi; Bingchen Song; Yuanyuan Zhang 013; Haolong Yang; Ke Xu 001 (Proc. VLDB Endow., 2024)

Understanding and Mitigating the High Computational Cost in Path Data Diffusion. - Dingyuan Shi; Lulu Zhang; Yongxin Tong; Ke Xu 001 (CoRR, 2025)

Generalizable End-to-End Tool-Use RL with Synthetic CodeGym. - Weihua Du; Hailei Gong; Zhan Ling; Kang Liu; Lingfeng Shen; Xuesong Yao; Yufei Xu; Dingyuan Shi; Yiming Yang; Jiecao Chen (CoRR, 2025)