Xingping Xian

Small perturbations are enough: Adversarial attacks on time series prediction

Tao Wu, Xuechun Wang, Shaojie Qiao et al. · Information Sciences · 2021 · 54 citations

Engineering, Machine Learning, Predictive Analytics +7

DeepEC: Adversarial attacks against graph structure prediction models

Xingping Xian, Tao Wu, Shaojie Qiao et al. · Neurocomputing · 2020 · 26 citations

Graph Neural Network, Graph Representation Learning, Graph Theory +9

ERGCN: Data enhancement-based robust graph convolutional network against adversarial attacks

Tao Wu, Nan Yang, Long Chen et al. · Information Sciences · 2022 · 25 citations

Graph Neural Network, Network Science, Machine Learning +10

NetSRE: Link predictability measuring and regulating

Xingping Xian, Tao Wu, Shaojie Qiao et al. · Knowledge-Based Systems · 2020 · 23 citations

Network Science, Engineering, Data Science +8

Towards link inference attack against network structure perturbation

Xingping Xian, Tao Wu, Yanbing Liu et al. · Knowledge-Based Systems · 2021 · 20 citations

Network Science, Graph Theory, Engineering +8