Automated Design and Deployment of Efficient Graph Neural Networks on Device-Edge Co-Inference Systems

GCoDE, the first automated framework for co-designing GNN architectures and their mapping schemes on device-edge co-inference systems, achieves significant efficiency improvements through joint optimization and system performance awareness.