most citedA Learning Convolutional Neural Network Approach for Network Robustness Prediction

71 citations · 100 across the 3 of their papers we have counts for

collaborators

3 papers

cs.LG2023★ 20 cited

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…

eess.SY2022★ 9 cited

CNN-based Prediction of Network Robustness With Missing Edges

Chengpei Wu, Yang Lou, Ruizi Wu +2

Connectivity and controllability of a complex network are two important issues that guarantee a networked system to function. Robustness of connectivity and controllability guarant…

eess.SY2022★ 71 cited

A Learning Convolutional Neural Network Approach for Network Robustness Prediction

Yang Lou, Ruizi Wu, Junli Li +3

Network robustness is critical for various societal and industrial networks again malicious attacks. In particular, connectivity robustness and controllability robustness reflect h…