2025
Towards Fair Class-wise Robustness: Class Optimal Distribution Adversarial Training.
CoRR, January, 2025

2023
The identical distribution hypothesis is equivalent to the parameter discrepancy hypothesis: Adversarial attacks on graph neural networks.
Inf. Sci., April, 2023

2022
Graph convolutional networks-based robustness optimization for scale-free Internet of Things.
Intell. Data Anal., 2022

SmartTRO: Optimizing topology robustness for Internet of Things via deep reinforcement learning with graph convolutional networks.
Comput. Networks, 2022

2021
Parameter discrepancy hypothesis: adversarial attack for graph data.
Inf. Sci., 2021

2018
USI-AUC: An evaluation criterion of community detection based on a novel link-prediction method.
Intell. Data Anal., 2018