Zemin Zheng

20 papers Journal 18Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Simultaneous heterogeneity and reduced-rank learning for multivariate response regression.
J. Multivar. Anal.
Jie Wu, Bo Zhang, Daoji Li, Zemin Zheng
2026 J jnl
Uniform knockoff filter for high-dimensional controlled graph recovery.
J. Multivar. Anal.
Jia Zhou, Yang Li, Zemin Zheng, Changchun Tan
2025 J jnl
Navigating Sparsities in High-Dimensional Linear Contextual Bandits.
CoRR
Rui Zhao, Zihan Chen, Zemin Zheng
2025 J jnl
Personalized federated learning on large-scale association networks.
Stat. Comput.
Letian Li, Runlin Zhou, Zemin Zheng
2025 J jnl
Reproducible Feature Selection for High-Dimensional Measurement Error Models.
INFORMS J. Comput.
Xin Zhou, Yang Li, Zemin Zheng, Jie Wu, Jiarui Zhang
2025 J jnl
Robust Parallel Pursuit for Large-Scale Association Network Learning.
INFORMS J. Comput.
Wenhui Li, Xin Zhou, Ruipeng Dong, Zemin Zheng
2025 J jnl
Row-wise Fusion Regularization: An Interpretable Personalized Federated Learning Framework in Large-Scale Scenarios.
CoRR
Runlin Zhou, Letian Li, Zemin Zheng
2025 J jnl
SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses.
CoRR
Zemin Zheng, Xin Zhou, Jinchi Lv
2022 J jnl
Fast Stagewise Sparse Factor Regression.
J. Mach. Learn. Res.
Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng
2022 J jnl
Reproducible learning in large-scale graphical models.
J. Multivar. Anal.
Jia Zhou, Yang Li, Zemin Zheng, Daoji Li
2021 J jnl
Nonsparse Learning with Latent Variables.
Oper. Res.
Zemin Zheng, Jinchi Lv, Wei Lin
2021 J jnl
Parallel integrative learning for large-scale multi-response regression with incomplete outcomes.
Comput. Stat. Data Anal.
Ruipeng Dong, Daoji Li, Zemin Zheng
2020 J jnl
Scalable interpretable learning for multi-response error-in-variables regression.
J. Multivar. Anal.
Jie Wu, Zemin Zheng, Yang Li, Yi Zhang
2020 J jnl
Statistically Guided Divide-and-Conquer for Sparse Factorization of Large Matrix.
CoRR
Kun Chen, Ruipeng Dong, Wanwan Xu, Zemin Zheng
2020 J jnl
Uniform joint screening for ultra-high dimensional graphical models.
J. Multivar. Anal.
Zemin Zheng, Haiyu Shi, Yang Li, Hui Yuan
2019 J jnl
Scalable Interpretable Multi-Response Regression via SEED.
J. Mach. Learn. Res.
Zemin Zheng, Mohammad Taha Bahadori, Yan Liu, Jinchi Lv
2018 J jnl
Balanced estimation for high-dimensional measurement error models.
Comput. Stat. Data Anal.
Zemin Zheng, Yang Li, Chongxiu Yu, Gaorong Li
2017 — conf
Recovering the Graphical Structures via Knockoffs.
IIKI
Zemin Zheng, Jia Zhou, Xiao Guo, Daoji Li
2017 — conf
Scalable Inference for Massive Data.
IIKI
Zemin Zheng, Jiarui Zhang, Yinfei Kong, Yaohua Wu
2016 J jnl
The Constrained Dantzig Selector with Enhanced Consistency.
J. Mach. Learn. Res.
Yinfei Kong, Zemin Zheng, Jinchi Lv