IEEE

On the Identification of Isomorphic Graphs for Graph Neural Network using Multi-graph Approach

Abstract: The Graph Isomorphism problem regained interest with the rise of Graph Neural Networks (GNN). These GNN models have limited ability to distinguish between isomorphic graphs and hence their ...
IEEE

Deep Learning Based Service Composition in Integrated Aerial-Terrestrial Networks

Abstract: The explosive growth of user devices and emerging applications is driving unprecedented traffic demands, accompanied by stringent Quality of Service (QoS) requirements. Addressing these ...