2 papers
cs.NI2025
Generative Resource Allocation for 6G O-RAN with Diffusion Policies
Salar Nouri, Mojdeh Karbalaeimotaleb, Vahid Shah-Mansouri +1
Dynamic resource allocation in O-RAN is critical for managing the conflicting QoS requirements of 6G network slices. Conventional reinforcement learning agents often fail in this d…
cs.NI2025
Generative AI for O-RAN Slicing: A Semi-Supervised Approach with VAE and Contrastive Learning
Salar Nouri, Mojdeh Karbalaee Motalleb, Vahid Shah-Mansouri +1
This paper introduces a novel generative AI (GAI)-driven, unified semi-supervised learning architecture for optimizing resource allocation and network slicing in O-RAN. Termed Gene…