IEEE

Multiple Orders Remaining Completion Time Prediction Based on Digital Twin and Spatiotemporal Multi-Graph Network Cascade Algorithm

Abstract: In discrete manufacturing systems, the concurrent production of customized orders increases the complexity of multi-order remaining completion time (MORCT) prediction. Most existing methods ...
IEEE

AROG: Robust Graph Learning Against Adversarial Attack via Diffusion-based Out-of-Distribution Generalization

Abstract: Graph neural networks (GNNs) have shown remarkable success in various tasks involving relational data. However, their vulnerability to adversarial attacks, especially those targeting the ...