Clustering sparse binary data with hierarchical Bayesian Bernoulli mixture model. - Mao Ye; Peng Zhang; Lizhen Nie (Comput. Stat. Data Anal., 2018)

Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection. - Mao Ye 006; Chengyue Gong; Lizhen Nie; Denny Zhou; Adam R. Klivans; Qiang Liu 001 (ICML, 2020)

VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments. - Lizhen Nie; Mao Ye 006; Qiang Liu 001; Dan Nicolae (ICLR, 2021)

A nonparametric method for gradual change problems with statistical guarantees. - Lizhen Nie; Dan Nicolae (NeurIPS, 2021)

Detection and Localization of Changes in Conditional Distributions. - Lizhen Nie; Dan Nicolae (NeurIPS, 2022)