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Journal of Data Science : JDS|November 21, 2025
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian PriorMingxuan Zhang, Yan Sun, Faming LiangStatistics & Probability Letters|November 8, 2021
Learning Sparse Deep Neural Networks with a Spike-and-Slab PriorYan Sun, Qifan Song, Faming LiangJournal 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 the American Statistical Association|March 22, 2023
Consistent Sparse Deep Learning: Theory and ComputationYan Sun, Qifan Song, 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 LiangBiometrika|July 26, 2021
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable SelectionQifan Song, Yan Sun, Mao Ye, et al.Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics|June 6, 2003
Use of sequential structure in simulation from high-dimensional systemsFaming LiangPhysical Review. E, Statistical, Nonlinear, and Soft Matter Physics|July 13, 2004
Generalized 1/k-ensemble algorithmFaming LiangThe Journal of Chemical Physics|July 23, 2004
Annealing contour Monte Carlo algorithm for structure optimization in an off-lattice protein modelFaming LiangBiometrics|February 19, 2010
Robust clustering using exponential power mixturesJian Zhang, Faming LiangPageof 543