Yuguo Chen

13 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-7148-1823

Department of Statistics, University of Illinois Urbana-Champaign

Publications

• A spike-and-slab prior for dimension selection in generalized linear network eigenmodels — Biometrika 2025
• Higher-Order Spectral Clustering Under Superimposed Stochastic Block Models — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• An Eigenmodel for Dynamic Multilayer Networks — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Spectral and matrix factorization methods for consistent community detection in multi-layer networks — The Annals of Statistics 2020
• A random effects stochastic block model for joint community detection in multiple networks with applications to neuroimaging — The Annals of Applied Statistics 2020
• A block model for node popularity in networks with community structure — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• Augmented Particle Filters — Journal of the American Statistical Association 2017
• Latent Space Models for Dynamic Networks — Journal of the American Statistical Association 2015 (name-matched, not ORCID-linked)
• Sampling for Conditional Inference on Network Data — Journal of the American Statistical Association 2013
• The Multiset Sampler — Journal of the American Statistical Association 2009
• Sequential importance sampling for multiway tables — The Annals of Statistics 2006
• Sequential Monte Carlo Methods for Statistical Analysis of Tables — Journal of the American Statistical Association 2005
• Stopping-time resampling for sequential Monte Carlo methods — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2005