Rui Song

V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception

Runsheng Xu, Xin Xia, Jinlong Li et al. · 2023 · 184 citations

Automotive Tracking, Engineering, Machine Learning +21

Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments

Rui Song, Dai Liu, Dave Zhenyu Chen et al. · 2023 · 49 citations

Artificial Intelligence, Dataset Distillation Instances, Model Training +13

FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems

Rui Song, Runsheng Xu, Andreas Festag et al. · IEEE Transactions on Intelligent Vehicles · 2023 · 37 citations · Full text

Engineering, Machine Learning, Intelligent Traffic Management +21

Federated Multi-Task Attention for Cross-Individual Human Activity Recognition

Qiang Shen, Haotian Feng, Rui Song et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 29 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS

Rui Song, Liguo Zhou, Venkatnarayanan Lakshminarasimhan et al. · 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) · 2022 · 28 citations · Full text

Vehicle Communication, Internet Of Vehicle, Engineering +20