140 citations · 354 across the 11 of their papers we have counts for
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cs.SI2023★ 1 cited
Line Graph Neural Networks for Link Weight Prediction
Jinbi Liang, Cunlai Pu, Xiangbo Shu +2
In real-world networks, predicting the weight (strength) of links is as crucial as predicting the existence of the links themselves. Previous studies have primarily used shallow gr…
cs.SI2015
Threshold for the Outbreak of Cascading Failures in Degree-degree Uncorrelated Networks
Junbiao Liu, Xinyu Jin, Lurong Jiang +5
In complex networks, the failure of one or very few nodes may cause cascading failures. When this dynamical process stops in steady state, the size of the giant component formed by…
cs.SI2014★ 140 cited
Link Prediction in Complex Networks: A Mutual Information Perspective
Fei Tan, Yongxiang Xia, Boyao Zhu
Topological properties of networks are widely applied to study the link-prediction problem recently. Common Neighbors, for example, is a natural yet efficient framework. Many varia…