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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jun-Liang Ye

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Conference Aug 2026

Energy-Efficient PMN-RIS Beamforming for Indoor mmWave Communication

A promising method for enhancing millimeter-wave (mmWave) communications in indoor environments with limited blockage is reconfigurable intelligent surfaces (RISs). Although nearly-passive feature of RISs, the controller of RIS should be powered by grid to adjust the phase of RIS element, which limits the deployment of...

Edward Donald Kasembe, Yu-Xiao Liu, Jing Zhang et al. · 0 citations
Conference Aug 2026

Deep Reinforcement Learning with Lagrangian-Guided Reward Design for Joint Clustering and Spectrum Allocation in Dynamic UAV Swarms

Joint clustering and spectrum allocation in dynamic unmanned aerial vehicle (UAV) swarms is a coupled integer programming problem whose complexity increases rapidly with the number of UAVs. In dynamic communication scenarios with time-varying topology, channel conditions, and traffic demands, conventional optimization...

Zi-Wei Chen, Jun-Liang Ye, Jing Zhang et al. · 0 citations
Conference Aug 2026

Pruning-Assisted Vehicular Federated Learning for CNN Training under Mobility-Aware Constraints

Vehicular federated learning (VFL) has been widely adopted for collaborative edge training in vehicular networks to exploit massive onboard data while preserving data privacy and security. The dynamic nature of VFL training results in inconsistent client participation and unreliable timely model uploads due to vehicula...

Wei Wang, Jing Zhang, Jun-Liang Ye et al. · 0 citations
Preprint Sep 2026

ISAC with Co-Prime Arrays: Virtual-Aperture Sensing and uplink downlink communications

Integrated sensing and communication (ISAC) enables simultaneous communication and environmental sensing in unmanned aerial vehicle (UAV) networks, but its performance is constrained by the physical antenna aperture and residual self-interference (SI) in full-duplex (FD) sensing. To address these issues, we propose a s...

Jing Zhang, Yuxi Liu, Jia-Yi Sun et al. · 0 citations

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