2 papers
stat.ME2026
Joint Estimation of Edge Probabilities for Multi-layer Networks via Neighborhood Smoothing
Yong He, Zizhou Huang, Bingyi Jing +1
In this paper we focus on jointly estimating the edge probabilities for multi-layer networks. We define a novel multi-layer graphon, a ternary function in contrast to the bivariate…
cs.SI2024
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…