102 citations · 609 across the 64 of their papers we have counts for
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stat.ME2024
Stochastic gradient descent-based inference for dynamic network models with attractors
Hancong Pan, Xiaojing Zhu, Cantay Caliskan +4
In Coevolving Latent Space Networks with Attractors (CLSNA) models, nodes in a latent space represent social actors, and edges indicate their dynamic interactions. Attractors are a…
stat.ME2022
Quantifying Uncertainty for Temporal Motif Estimation in Graph Streams under Sampling
Xiaojing Zhu, Eric D. Kolaczyk
Dynamic networks, a.k.a. graph streams, consist of a set of vertices and a collection of timestamped interaction events (i.e., temporal edges) between vertices. Temporal motifs are…