2 papers
cs.SI2022
Adaptive Joint Estimation of Temporal Vertex and Edge Signals
Yi Yan, Tian Xie, Ercan E. Kuruoglu
The adaptive estimation of coexisting temporal vertex (node) and edge signals on graphs is a critical task when a change in edge signals influences the temporal dynamics of the ver…
cs.LG2022
Label Efficient Regularization and Propagation for Graph Node Classification
Tian Xie, Rajgopal Kannan, C. -C. Jay Kuo
An enhanced label propagation (LP) method called GraphHop was proposed recently. It outperforms graph convolutional networks (GCNs) in the semi-supervised node classification task…