Communication-efficient federated learning for wireless edge intelligence in IoT J Mills, J Hu, G Min IEEE Internet of Things Journal 7 (7), 5986-5994, 2019 | 474 | 2019 |
Fast adaptive task offloading in edge computing based on meta reinforcement learning J Wang, J Hu, G Min, AY Zomaya, N Georgalas IEEE Transactions on Parallel and Distributed Systems 32 (1), 242-253, 2020 | 336 | 2020 |
Mobility-aware proactive edge caching for connected vehicles using federated learning Z Yu, J Hu, G Min, Z Zhao, W Miao, MS Hossain IEEE Transactions on Intelligent Transportation Systems 22 (8), 5341-5351, 2020 | 293 | 2020 |
Computation offloading in multi-access edge computing using a deep sequential model based on reinforcement learning J Wang, J Hu, G Min, W Zhan, Q Ni, N Georgalas IEEE Communications Magazine 57 (5), 64-69, 2019 | 255 | 2019 |
Multi-task federated learning for personalised deep neural networks in edge computing J Mills, J Hu, G Min IEEE Transactions on Parallel and Distributed Systems 33 (3), 630-641, 2021 | 253 | 2021 |
Toward location-enabled IoT (LE-IoT): IoT positioning techniques, error sources, and error mitigation Y Li, Y Zhuang, X Hu, Z Gao, J Hu, L Chen, Z He, L Pei, K Chen, M Wang, ... IEEE Internet of Things Journal 8 (6), 4035-4062, 2020 | 194 | 2020 |
Toward accurate anomaly detection in industrial internet of things using hierarchical federated learning X Wang, S Garg, H Lin, J Hu, G Kaddoum, MJ Piran, MS Hossain IEEE Internet of Things Journal 9 (10), 7110-7119, 2021 | 184 | 2021 |
Towards accurate prediction for high-dimensional and highly-variable cloud workloads with deep learning Z Chen, J Hu, G Min, AY Zomaya, T El-Ghazawi IEEE Transactions on Parallel and Distributed Systems 31 (4), 923-934, 2019 | 177 | 2019 |
Federated learning based proactive content caching in edge computing Z Yu, J Hu, G Min, H Lu, Z Zhao, H Wang, N Georgalas 2018 IEEE global communications conference (GLOBECOM), 1-6, 2018 | 159 | 2018 |
Dependent task offloading for edge computing based on deep reinforcement learning J Wang, J Hu, G Min, W Zhan, AY Zomaya, N Georgalas IEEE Transactions on Computers 71 (10), 2449-2461, 2021 | 141 | 2021 |
Performance modelling and analysis of software-defined networking under bursty multimedia traffic W Miao, G Min, Y Wu, H Wang, J Hu ACM Transactions on Multimedia Computing, Communications, and Applications …, 2016 | 109 | 2016 |
Enabling secure authentication in industrial iot with transfer learning empowered blockchain X Wang, S Garg, H Lin, MJ Piran, J Hu, MS Hossain IEEE Transactions on Industrial Informatics 17 (11), 7725-7733, 2021 | 93 | 2021 |
Privacy-enhanced data fusion for COVID-19 applications in intelligent Internet of medical Things H Lin, S Garg, J Hu, X Wang, MJ Piran, MS Hossain IEEE Internet of Things Journal 8 (21), 15683-15693, 2020 | 93 | 2020 |
A secure data aggregation strategy in edge computing and blockchain-empowered Internet of Things X Wang, S Garg, H Lin, G Kaddoum, J Hu, MS Hossain IEEE Internet of Things Journal 9 (16), 14237-14246, 2020 | 83 | 2020 |
Spatial-temporal cellular traffic prediction for 5G and beyond: A graph neural networks-based approach Z Wang, J Hu, G Min, Z Zhao, Z Chang, Z Wang IEEE Transactions on Industrial Informatics 19 (4), 5722-5731, 2022 | 79 | 2022 |
Computation offloading and task scheduling for DNN-based applications in cloud-edge computing Z Chen, J Hu, X Chen, J Hu, X Zheng, G Min IEEE Access 8, 115537-115547, 2020 | 66 | 2020 |
Adaptive and efficient resource allocation in cloud datacenters using actor-critic deep reinforcement learning Z Chen, J Hu, G Min, C Luo, T El-Ghazawi IEEE Transactions on Parallel and Distributed Systems 33 (8), 1911-1923, 2021 | 65 | 2021 |
Joint route selection and charging discharging scheduling of EVs in V2G energy network P Liu, C Wang, J Hu, T Fu, N Cheng, N Zhang, X Shen IEEE Transactions on Vehicular Technology 69 (10), 10630-10641, 2020 | 65 | 2020 |
Heterogeneous blockchain and AI-driven hierarchical trust evaluation for 5G-enabled intelligent transportation systems X Wang, S Garg, H Lin, G Kaddoum, J Hu, MM Hassan IEEE Transactions on Intelligent Transportation Systems 24 (2), 2074-2083, 2021 | 64 | 2021 |
Toward secure data fusion in industrial IoT using transfer learning H Lin, J Hu, X Wang, MF Alhamid, MJ Piran IEEE Transactions on Industrial Informatics 17 (10), 7114-7122, 2020 | 62 | 2020 |