Jia Hu

Best Publications

• Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoT

  Jed Mills;Jia Hu;Geyong Min

  410
  Citations

• Fast Adaptive Task Offloading in Edge Computing based on Meta Reinforcement Learning

  Jin Wang;Jia Hu;Geyong Min;Albert Y. Zomaya

  318
  Citations

• Mobility-Aware Proactive Edge Caching for Connected Vehicles Using Federated Learning

  Zhengxin Yu;Jia Hu;Geyong Min;Zhiwei Zhao

  298
  Citations

• Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing

  Jed Mills;Jia Hu;Geyong Min

  289
  Citations

• Computation Offloading in Multi-Access Edge Computing Using a Deep Sequential Model Based on Reinforcement Learning

  Jin Wang;Jia Hu;Geyong Min;Wenhan Zhan

  241
  Citations

• Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning

  Jin Wang;Jia Hu;Geyong Min;Wenhan Zhan

  223
  Citations

• Towards Accurate Anomaly Detection in Industrial Internet-of-Things using Hierarchical Federated Learning

  Xiaoding Wang;Sahil Garg;Hui Lin;Jia Hu

  203
  Citations

• Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning

  Zheyi Chen;Jia Hu;Geyong Min;Albert Y. Zomaya

  170
  Citations

• Toward Location-Enabled IoT (LE-IoT): IoT Positioning Techniques, Error Sources, and Error Mitigation

  You Li;Yuan Zhuang;Xin Hu;Zhouzheng Gao

  152
  Citations

• Adaptive and Efficient Resource Allocation in Cloud Datacenters Using Actor-Critic Deep Reinforcement Learning

  Unknown

  135
  Citations

• Federated Learning Based Proactive Content Caching in Edge Computing

  Zhengxin Yu;Jia Hu;Geyong Min;Haochuan Lu

  131
  Citations

• Performance Modelling and Analysis of Software-Defined Networking under Bursty Multimedia Traffic

  Wang Miao;Geyong Min;Yulei Wu;Haozhe Wang

  114
  Citations

• A Secure Data Aggregation Strategy in Edge Computing and Blockchain empowered Internet of Things

  Xiaoding Wang;Sahil Garg;Hui Lin;Georges Kaddoum

  112
  Citations

• Enabling Secure Authentication in Industrial IoT With Transfer Learning Empowered Blockchain

  Xiaoding Wang;Sahil Garg;Hui Lin;Md. Jalil Piran

  92
  Citations

• QoS and Privacy-Aware Routing for 5G enabled Industrial Internet of Things: A Federated Reinforcement Learning Approach

  Xiaoding Wang;Jia Hu;Hui Lin;Sahil Garg

  79
  Citations

• Heterogeneous Blockchain and AI-Driven Hierarchical Trust Evaluation for 5G-Enabled Intelligent Transportation Systems

  Xiaoding Wang;Sahil Garg;Hui Lin;Georges Kaddoum

  78
  Citations

• Privacy-Enhanced Data Fusion for COVID-19 Applications in Intelligent Internet of Medical Things

  Hui Lin;Sahil Garg;Jia Hu;Xiaoding Wang

  76
  Citations

• Joint Route Selection and Charging Discharging Scheduling of EVs in V2G Energy Network

  Peng Liu;Chaoyu Wang;Jia Hu;Tingting Fu

  75
  Citations

• Computation Offloading and Task Scheduling for DNN-Based Applications in Cloud-Edge Computing

  Zheyi Chen;Junqin Hu;Xing Chen;Jia Hu

  61
  Citations

• Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach

  Haojun Huang;Cheng Zeng;Yangmin Zhao;Geyong Min

  57
  Citations