2 citations · 2 across the 3 of their papers we have counts for
Showing cs.SIShow all
3 papers · 1 filter
cs.SI2022
A Topological Centrality Measure for Directed Networks
Fenghuan He
Given a directed network , we are interested in studying the qualitative features of which govern how perturbations propagate across . Various classical centrality…
cs.SI2021
SCR: Training Graph Neural Networks with Consistency Regularization
Chenhui Zhang, Yufei He, Yukuo Cen +7
We present the SCR framework for enhancing the training of graph neural networks (GNNs) with consistency regularization. Regularization is a set of strategies used in Machine Learn…
cs.SI2019
Initialization for Network Embedding: A Graph Partition Approach
Wenqing Lin, Feng He, Faqiang Zhang +2
Network embedding has been intensively studied in the literature and widely used in various applications, such as link prediction and node classification. While previous work focus…