2 papers
cs.LG2023
SPP-CNN: An Efficient Framework for Network Robustness Prediction
Chengpei Wu, Yang Lou, Lin Wang +3
This paper addresses the robustness of a network to sustain its connectivity and controllability against malicious attacks. This kind of network robustness is typically measured by…
cs.LG2023
Steering Graph Neural Networks with Pinning Control
Acong Zhang, Ping Li, Guanrong Chen
In the semi-supervised setting where labeled data are largely limited, it remains to be a big challenge for message passing based graph neural networks (GNNs) to learn feature repr…