IEEE

Space-Air-Ground Integrated Dynamic Partial Task Offloading Optimization for Vehicular Networks Using Deep Reinforcement Learning

Abstract: Ensuring global connectivity, wide coverage, and access to high-performance computation and communication resources remains a significant challenge for vehicular users, especially in remote ...
IEEE

CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder With Input Convex Neural Networks

Abstract: In neural architecture search (NAS) methods based on latent space optimization (LSO), a deep generative model is trained to embed discrete neural architectures into a continuous latent space ...