3 papers
cs.LG2026
A Novel Approach to Temporal QoS Estimation via Extended Kalman Filter-Incorporated Latent Feature Analysis
Ye Yuan, Song Wang, Hongxun Zhou +2
Predicting temporal Quality of Service (QoS) data is critical for optimizing network services and rationalizing resource allocation in cloud computing and service-oriented systems.…
cs.LG2026
Heterogeneous Graph Condensation via Role-Aware Clustering
Fuyan Ou, Yulin Hu, Ye Yuan
Heterogeneous Graph Neural Networks (HGNNs) have exhibited remarkable efficacy in modeling complex systems with multiple types of nodes and relations, yet their training on large-s…
cs.LG2024
Neighbor Overlay-Induced Graph Attention Network
Tiqiao Wei, Ye Yuan
Graph neural networks (GNNs) have garnered significant attention due to their ability to represent graph data. Among various GNN variants, graph attention network (GAT) stands out…