Holistic Network Virtualization and Pervasive Network Intelligence for 6G

Xuemin Shen, Jie Gao, Wen Wu, +3

IEEE Communications Surveys & Tutorials

Core Network Architecture5G Network SlicingNetwork VirtualizationEngineeringNetwork Slicing +12

AI-Assisted Network-Slicing Based Next-Generation Wireless Networks

Xuemin Shen, Jie Gao, Wen Wu, +5

IEEE Open Journal of Vehicular Technology

Artificial IntelligenceMobile Data Offloading5G Network SlicingAutonomous NetworkEngineering +11

AI-Native Network Slicing for 6G Networks

Wen Wu, Conghao Zhou, Mushu Li, +5

IEEE Wireless Communications

Artificial Intelligence5G Network SlicingAutonomous NetworkEngineering6G +14

Split Learning Over Wireless Networks: Parallel Design and Resource Management

Wen Wu, Mushu Li, Kaige Qu, +5

IEEE Journal on Selected Areas in Communications

Artificial IntelligenceCross-layer OptimizationEngineeringMachine LearningNetwork Analysis +16

Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks

Mushu Li, Jie Gao, Lian Zhao, +1

IEEE Transactions on Cognitive Communications and Networking

Artificial IntelligenceIntelligent Traffic ManagementEngineeringEdge DeviceDeep Reinforcement Learning +13

Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning

Wen Wu, Nan Chen, Conghao Zhou, +4

IEEE Journal on Selected Areas in Communications

Vehicle CommunicationInternet Of VehicleEngineeringDynamic Resource AllocationTraditional Reinforcement Learning +16

Toward immersive communications in 6G

Xuemin Shen, Jie Gao, Mushu Li, +4

Frontiers in Computer Science

Toward Immersive CommunicationsEngineeringVirtual WorldsVirtual RealityHaptic Communication +13

Adaptive Computing Scheduling for Edge-Assisted Autonomous Driving

Mushu Li, Jie Gao, Lian Zhao, +1

IEEE Transactions on Vehicular Technology

Artificial IntelligenceEdge SeverEngineeringEdge DeviceAdaptive Computing Scheduling +15

Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles

Hongbin Liang, Xiaohui Zhang, Xintao Hong, +4

IEEE Transactions on Industrial Informatics

Operations ResearchIntelligent Traffic ManagementAutonomous NetworkEngineeringDynamic Resource Allocation +11

An SMDP-Based Prioritized Channel Allocation Scheme in Cognitive Enabled Vehicular Ad Hoc Networks

Mushu Li, Lian Zhao, Hongbin Liang

IEEE Transactions on Vehicular Technology

Dynamic Spectrum ManagementCognitive Radio Resource ManagementVehicle CommunicationInternet Of VehicleEngineering +11