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Statistics & Probability Letters|November 8, 2021
Learning Sparse Deep Neural Networks with a Spike-and-Slab PriorYan Sun, Qifan Song, Faming LiangJournal of the American Statistical Association|March 22, 2023
Consistent Sparse Deep Learning: Theory and ComputationYan Sun, Qifan Song, Faming LiangBiometrika|July 26, 2021
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable SelectionQifan Song, Yan Sun, Mao Ye, et al.Technometrics : a Journal of Statistics for the Physical, Chemical, and Engineering Sciences|October 17, 2017
A Bootstrap Metropolis-Hastings Algorithm for Bayesian Analysis of Big DataFaming Liang, Jinsu Kim, Qifan SongStatistica Sinica|April 25, 2025
A New Paradigm for Generative Adversarial Networks based on Randomized Decision RulesSehwan Kim, Qifan Song, Faming LiangJournal of Statistical Computation and Simulation|May 13, 2022
Stochastic gradient Langevin dynamics with adaptive driftsSehwan Kim, Qifan Song, Faming LiangSankhya. Series B. [Methodological.]|April 9, 2021
A Blockwise Consistency Method for Parameter Estimation of Complex ModelsRunmin Shi, Faming Liang, Qifan Song, et al.Journal of the Royal Statistical Society. Series B, Statistical Methodology|February 12, 2025
Extended fiducial inference: toward an automated process of statistical inferenceFaming Liang, Sehwan Kim, Yan SunJournal of Data Science : JDS|November 21, 2025
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian PriorMingxuan Zhang, Yan Sun, Faming LiangNeural Networks : the Official Journal of the International Neural Network Society|July 20, 2024
Deep network embedding with dimension selectionTianning Dong, Yan Sun, Faming LiangPageof 537