| 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 | 401 | 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 | 267 | 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 | 241 | 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 | 233 | 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 | 178 | 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 | 155 | 2020 |
| 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 | 149 | 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 | 145 | 2018 |
| 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 | 129 | 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 | 105 | 2016 |
| 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 | 94 | 2021 |
| 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 | 88 | 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 | 82 | 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 | 65 | 2020 |
| 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 | 60 | 2020 |
| 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 | 53 | 2020 |
| Blockchain and deep reinforcement learning empowered spatial crowdsourcing in software-defined internet of vehicles H Lin, S Garg, J Hu, G Kaddoum, M Peng, MS Hossain IEEE Transactions on Intelligent Transportation Systems 22 (6), 3755-3764, 2020 | 52 | 2020 |
| Proactive content caching for internet-of-vehicles based on peer-to-peer federated learning Z Yu, J Hu, G Min, H Xu, J Mills 2020 IEEE 26th International Conference on Parallel and Distributed Systems …, 2020 | 51 | 2020 |
| 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 | 51 | 2020 |
| Scalable orchestration of service function chains in NFV-enabled networks: A federated reinforcement learning approach H Huang, C Zeng, Y Zhao, G Min, Y Zhu, W Miao, J Hu IEEE Journal on Selected Areas in Communications 39 (8), 2558-2571, 2021 | 50 | 2021 |
