| Space/Aerial-Assisted Computing Offloading for IoT Applications: A Learning-Based Approach N Cheng, F Lyu, W Quan, C Zhou, H He, W Shi, X Shen IEEE Journal on Selected Areas in Communications 37 (5), 1117-1129, 2019 | 820 | 2019 |
| Internet of vehicles in big data era W Xu, H Zhou, N Cheng, F Lyu, W Shi, J Chen, X Shen IEEE/CAA Journal of Automatica Sinica 5 (1), 19-35, 2018 | 613 | 2018 |
| Big data driven vehicular networks N Cheng, F Lyu, J Chen, W Xu, H Zhou, S Zhang, X Shen IEEE Network, 1-8, 2018 | 342 | 2018 |
| SDN/NFV-empowered future IoV with enhanced communication, computing, and caching W Zhuang, Q Ye, F Lyu, N Cheng, J Ren Proceedings of the IEEE 108 (2), 274-291, 2019 | 291 | 2019 |
| Deep Reinforcement Learning for Delay-Oriented IoT Task Scheduling in SAGIN C Zhou, W Wu, H He, P Yang, F Lyu, N Cheng, X Shen IEEE Transactions on Wireless Communications 20 (2), 911-925, 2020 | 267 | 2020 |
| Distributed artificial intelligence empowered by end-edge-cloud computing: A survey S Duan, D Wang, J Ren, F Lyu, Y Zhang, H Wu, X Shen IEEE Communications Surveys & Tutorials 25 (1), 591-624, 2022 | 204 | 2022 |
| FAIR: Quality-Aware Federated Learning with Precise User Incentive and Model Aggregation Y Deng, F Lyu, J Ren, YC Chen, P Yang, Y Zhou, Y Zhang IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 195 | 2021 |
| Optimal UAV caching and trajectory in aerial-assisted vehicular networks: A learning-based approach H Wu, F Lyu, C Zhou, J Chen, L Wang, X Shen IEEE Journal on Selected Areas in Communications 38 (12), 2783-2797, 2020 | 195 | 2020 |
| Vehicular Communication Networks in Automated Driving Era S Zhang, J Chen, F Lyu, N Cheng, W Shi arXiv preprint arXiv:1805.09583, 2018 | 185 | 2018 |
| Characterizing urban vehicle-to-vehicle communications for reliable safety applications F Lyu, H Zhu, N Cheng, H Zhou, W Xu, M Li, X Shen IEEE Transactions on Intelligent Transportation Systems 21 (6), 2586-2602, 2019 | 178 | 2019 |
| AUCTION: Automated and Quality-Aware Client Selection Framework for Efficient Federated Learning Y Deng, F Lyu, J Ren, H Wu, Y Zhou, Y Zhang, X Shen IEEE Transactions on Parallel and Distributed Systems 33 (8), 1996-2009, 2021 | 167 | 2021 |
| LeaD: Large-Scale Edge Cache Deployment Based on Spatio-Temporal WiFi Traffic Statistics F Lyu, J Ren, N Cheng, P Yang, M Li, Y Zhang, XS Shen IEEE Transactions on Mobile Computing 20 (8), 2607-2623, 2020 | 141 | 2020 |
| Cooperative Edge Caching With Location-Based and Popular Contents for Vehicular Networks J Chen, H Wu, P Yang, F Lyu, X Shen IEEE Transactions on Vehicular Technology 69 (9), 10291-10305, 2020 | 117 | 2020 |
| MoMAC: Mobility-Aware and Collision-Avoidance MAC for Safety Applications in VANETs F Lyu, H Zhu, H Zhou, L Qian, W Xu, M Li, X Shen IEEE Transactions on Vehicular Technology 67 (11), 10590-10602, 2018 | 113 | 2018 |
| Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT C Zhou, H He, P Yang, F Lyu, W Wu, N Cheng, X Shen 2019 11th International Conference on Wireless Communications and Signal …, 2019 | 108 | 2019 |
| UAV-assisted physical layer security in multi-beam satellite-enabled vehicle communications Z Yin, M Jia, N Cheng, W Wang, F Lyu, Q Guo, X Shen IEEE Transactions on Intelligent Transportation Systems 23 (3), 2739-2751, 2021 | 107 | 2021 |
| Multi-drone 3-D trajectory planning and scheduling in drone-assisted radio access networks W Shi, J Li, N Cheng, F Lyu, S Zhang, H Zhou, X Shen IEEE Transactions on Vehicular Technology 68 (8), 8145-8158, 2019 | 102 | 2019 |
| SS-MAC: A Novel Time Slot-Sharing MAC for Safety Messages Broadcasting in VANETs F Lyu, H Zhu, H Zhou, W Xu, N Zhang, M Li, X Shen IEEE Transactions on Vehicular Technology 67 (4), 2018 | 98 | 2018 |
| Edge coordinated query configuration for low-latency and accurate video analytics P Yang, F Lyu, W Wu, N Zhang, L Yu, XS Shen IEEE Transactions on Industrial Informatics 16 (7), 4855-4864, 2019 | 97 | 2019 |
| Towards rear-end collision avoidance: adaptive beaconing for connected vehicles F Lyu, N Cheng, H Zhu, H Zhou, W Xu, M Li, X Shen IEEE Transactions on Intelligent Transportation Systems 22 (2), 1248-1263, 2020 | 91 | 2020 |
Xuemin (Sherman) ShenUniversity Professor, University of WaterlooVerificeret mail på uwaterloo.ca