| AI-assisted network-slicing based next-generation wireless networks X Shen, J Gao, W Wu, K Lyu, M Li, W Zhuang, X Li, J Rao IEEE Open Journal of Vehicular Technology 1, 45-66, 2020 | 313 | 2020 |
| Energy efficient dynamic offloading in mobile edge computing for internet of things Y Chen, N Zhang, Y Zhang, X Chen, W Wu, X Shen IEEE Transactions on Cloud Computing 9 (3), 1050-1060, 2019 | 297 | 2019 |
| Holistic network virtualization and pervasive network intelligence for 6G X Shen, J Gao, W Wu, M Li, C Zhou, W Zhuang IEEE Communications Surveys & Tutorials 24 (1), 1-30, 2021 | 289 | 2021 |
| 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 | 255 | 2020 |
| Optimizing federated learning in distributed industrial IoT: A multi-agent approach W Zhang, D Yang, W Wu, H Peng, N Zhang, H Zhang, X Shen IEEE Journal on Selected Areas in Communications 39 (12), 3688-3703, 2021 | 222 | 2021 |
| Delay-minimization routing for heterogeneous VANETs with machine learning based mobility prediction Y Tang, N Cheng, W Wu, M Wang, Y Dai, X Shen IEEE Transactions on Vehicular Technology 68 (4), 3967-3979, 2019 | 218 | 2019 |
| AI-native network slicing for 6G networks W Wu, C Zhou, M Li, H Wu, H Zhou, N Zhang, XS Shen, W Zhuang IEEE Wireless Communications 29 (1), 96-103, 2022 | 217 | 2022 |
| TOFFEE: Task offloading and frequency scaling for energy efficiency of mobile devices in mobile edge computing Y Chen, N Zhang, Y Zhang, X Chen, W Wu, XS Shen IEEE Transactions on Cloud Computing 9 (4), 1634-1644, 2019 | 167 | 2019 |
| Dynamic RAN slicing for service-oriented vehicular networks via constrained learning W Wu, N Chen, C Zhou, M Li, X Shen, W Zhuang, X Li IEEE Journal on Selected Areas in Communications 39 (7), 2076-2089, 2020 | 156 | 2020 |
| Fast mmwave beam alignment via correlated bandit learning W Wu, N Cheng, N Zhang, P Yang, W Zhuang, X Shen IEEE Transactions on Wireless Communications 18 (12), 5894-5908, 2019 | 133 | 2019 |
| Split learning over wireless networks: Parallel design and resource management W Wu, M Li, K Qu, C Zhou, X Shen, W Zhuang, X Li, W Shi IEEE Journal on Selected Areas in Communications 41 (4), 1051-1066, 2023 | 132 | 2023 |
| Deep reinforcement learning based resource management for DNN inference in industrial IoT W Zhang, D Yang, H Peng, W Wu, W Quan, H Zhang, X Shen IEEE Transactions on Vehicular Technology 70 (8), 7605-7618, 2021 | 116 | 2021 |
| Accuracy-guaranteed collaborative DNN inference in industrial IoT via deep reinforcement learning W Wu, P Yang, W Zhang, C Zhou, X Shen IEEE Transactions on Industrial Informatics 17 (7), 4988-4998, 2020 | 116 | 2020 |
| 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 | 105 | 2019 |
| 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 | 91 | 2019 |
| Optimizing trajectory of unmanned aerial vehicles for efficient data acquisition: A matrix completion approach X Liu, Y Liu, N Zhang, W Wu, A Liu IEEE Internet of Things Journal 6 (2), 1829-1840, 2019 | 83 | 2019 |
| Cellular traffic load prediction with LSTM and Gaussian process regression W Wang, C Zhou, H He, W Wu, W Zhuang, X Shen ICC 2020-2020 IEEE international conference on communications (ICC), 1-6, 2020 | 71 | 2020 |
| Delay-aware IoT task scheduling in space-air-ground integrated network C Zhou, W Wu, H He, P Yang, F Lyu, N Cheng, X Shen 2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019 | 69 | 2019 |
| Beef up mmWave dense cellular networks with D2D-assisted cooperative edge caching W Wu, N Zhang, N Cheng, Y Tang, K Aldubaikhy, X Shen IEEE Transactions on Vehicular Technology 68 (4), 3890-3904, 2019 | 69 | 2019 |
| Deep Reinforcement Learning for Router Selection in Network With Heavy Traffic R Ding, Y Xu, F Gao, X Shen, W Wu IEEE Access 7, 37109-37120, 2019 | 62 | 2019 |
Xuemin (Sherman) ShenUniversity Professor, University of WaterlooVerified email at uwaterloo.ca
