2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2026
GJDNet: Robust Graph Neural Networks via Joint Disentangled Learning Against Adversarial Attacks
Canyixing Cui, Tao Wu, Xingping Xian +3
Graph Neural Networks (GNNs) are vulnerable to adversarial attacks, which inherently invert connectivity patterns by introducing disassortative edges in assortative graphs and asso…
cs.SI2024★ 2 cited
Uncovering multi-order Popularity and Similarity Mechanisms in Link Prediction by graphlet predictors
Yong-Jian He, Yijun Ran, Zengru Di +2
Link prediction has become a critical problem in network science and has thus attracted increasing research interest. Popularity and similarity are two primary mechanisms in the fo…
physics.soc-ph2024
Higher-order Fuzzy Membership in Motif Modularity Optimization
Jing Xiao, Ya-Wei Wei, Xiao-Ke Xu
Higher-order community detection (HCD) reveals both mesoscale structures and functional characteristics of real-life networks. Although many methods have been developed from divers…