Federated Learning over Wireless Networks: Optimization Model Design and Analysis

Nguyen H. Tran, Wei Bao, Albert Y. Zomaya, +2

EngineeringMachine LearningData ScienceFederated Learning TimeEdge Computing +11

Dynamic Adaptive DNN Surgery for Inference Acceleration on the Edge

Chuang Hu, Wei Bao, Dan Wang, +1

Artificial IntelligenceConvolutional Neural NetworkDeep Neural NetworksEngineeringMachine Learning +13

Ultra-Reliable Low Latency Cellular Networks: Use Cases, Challenges and Approaches

He Chen, Rana Abbas, Peng Cheng, +5

IEEE Communications Magazine

Further Latency ReductionEngineeringUse Cases5G SystemEdge Computing +9

Optimizing User Association and Spectrum Allocation in HetNets: A Utility Perspective

Yi‐Cheng Lin, Wei Bao, Wei Yu, +1

IEEE Journal on Selected Areas in Communications

Joint User AssociationDynamic Spectrum ManagementCognitive Radio Resource ManagementNetwork ScienceEngineering +11

Stochastic Geometric Analysis of User Mobility in Heterogeneous Wireless Networks

Wei Bao, Ben Liang

IEEE Journal on Selected Areas in Communications

Mobile Data OffloadingStochastic Geometric AnalysisNetwork ScienceEngineeringEdge Computing +11

CHEAVD: a Chinese natural emotional audio–visual database

Ya Li, Jianhua Tao, Linlin Chao, +2

Journal of Ambient Intelligence and Humanized Computing

MusicAffective ComputingMultimodal Signal ProcessingSocial SciencesEmotion +2

Adaptive Energy-Aware Computation Offloading for Cloud of Things Systems

Yucen Nan, Wei Li, Wei Bao, +4

IEEE Access

EngineeringEdge DeviceEnergy EfficiencyGreen NetworkingFog Computing +15

Follow Me Fog: Toward Seamless Handover Timing Schemes in a Fog Computing Environment

Wei Bao, Dong Yuan, Zhengjie Yang, +4

IEEE Communications Magazine

Mobile Data OffloadingSignal StrengthsEngineeringFog Computing SecurityFog Computing +13

Joint Rate Control and Power Allocation for Non-Orthogonal Multiple Access Systems

Wei Bao, He Chen, Yonghui Li, +1

IEEE Journal on Selected Areas in Communications

Optimal Resource AllocationMultiple Access TechniqueEngineeringDynamic Resource AllocationPower Allocation +11

InStereo2K: a large real dataset for stereo matching in indoor scenes

Wei Bao, Wei Wang, Yuhua Xu, +3

Science China Information Sciences

Large Real DatasetIndoor ScenesMachine VisionImage AnalysisEngineering +8