(If you discover any typos in any of the following manuscripts, please let me know. Thanks.)
(*=student advised)
XuanLong Nguyen, Yun Wei, Optimal transport based theory for latent structured models, 2026, submitted [Topics: Wasserstein distance, mixture model, inverse bound, hierarchical model]
Yilei Zhang*, Yun Wei, Aritra Guha, XuanLong Nguyen, A Bayesian approach to learning mixtures of nonparametric components, 2025, submitted [Topics: mixture model, nonparametric statistics, Bayesian statistics, identifiability, posterior contraction rate]
Yuliang Xu, Yun Wei, Li Ma, Distributional Evaluation of Generative Models via Relative Density Ratio, 2025, submitted [Topics: Generative model, neural network, two sample problem, density ratio estimation, M-estimator theory]
Lin Zhou, Qianyun Wang, Yun Wei, Jingjing Wang, Large Deviations for Sequential Tests of Statistical Sequence Matching, 2025, submitted [Topics: outlying sequence detection, information theory]
Yun Wei, Sayan Mukherjee, XuanLong Nguyen, Minimum $\Phi$-distance estimators for finite mixing measures, 2023, submitted [Topics: mixture models, optimal transport, minimax optimal convergence rate, model selection, information geometry]
Yun Wei, Bala Rajaratnam, Alfred Hero, A unified framework for correlation mining in ultra-high dimension, IEEE Transactions on Information Theory, 2023 [Topics: high dimensional statistics, random graphs, Stein methods]
Yun Wei, XuanLong Nguyen, Convergence of de Finetti's mixing measure in latent structure models for observed exchangeable sequences, The Annals of Statistics, 2022 [Topics: latent variable models, hierarchical models, mixture of product distributions, Bayesian statistics, optimal transport, harmonic analysis]
Lin Zhou, Yun Wei, Alfred Hero, Asymptotics for outlier hypothesis testing, 2022 IEEE International Symposium on Information Theory (ISIT), 2022 [Topics: testing and detection, information theory]
Lin Zhou, Yun Wei, Alfred Hero, Second-order asymptotically optimal outlier hypothesis testing, IEEE Transactions on Information Theory, 2022 [Topics: testing and detection, information theory]
Lin Zhou, Yun Wei, Alfred Hero, Second-Order Asymptotically Optimal Universal Outlying Sequence Detection with Reject Option, IEEE Information Theory Workshop (ITW), 2021 [Topics: testing and detection, information theory]
Yun Wei, Yiming Jiang, The Equivalence Proof of Three Combinatorial Solutions on the Problem of Rational Division of Stakes (in Chinese), Acta Scientiarum Naturallum, Universitatis Nakaiensis, Oct. 2012 [Topics: inequality in probability. This is an undergraduate research study]