Publications
- Hypothesis Test in High Dimensional Multi-response Linear Models
Yuan Ke, Rongmao Zhang, Wenyang Zhang, and Changliang Zou
Computational Statistics & Data Analysis, 215, 108303, 2026 [DOI] - Robust COVID-19 Mortality Risk Assessment: Validation of a Two-Step Algorithm From the National COVID Cohort Collaborative
Bingnan Li, Yuan Ke, Xianyan Chen, Leonardo Martinez, and Ye Shen
The Journal of Infectious Diseases, jiaf393, 2025 [DOI] - Large Precision Matrix Estimation with Unknown Group Structure
Cong Cheng, Yuan Ke, and Wenyang Zhang
Journal of the American Statistical Association, accepted, 2025 [DOI] - Computational Efficient General Convolutional Layer Selection for Transfer Learning
Di Xiao, Bingnan Li, Wenzhan Song, and Yuan Ke
Stat, 14, e70037, 2025 [DOI] - Consistent Sampling with Smoothed Quantum Walk
Tianyi Zhang and Yuan Ke.
2024 IEEE International Conference on Quantum Computing and Engineering (IEEE QCE), 2024 [DOI] - Real-Time Continuous Blood Pressure Estimation with Contact-Free Bedseismogram
Yingjian Song, ..., Yuan Ke, et al.
2024 IEEE International Conference on Communications, 2024 [DOI] - Tensor Factor Adjustment for Image Classification with Pervasive Noises
Xiaochuan Li, Bingnan Li, Wenzhan Song, and Yuan Ke
Stat, 13, e705, 2024 [DOI] - A Generalized Knockoff Procedure for FDR Control in Structural Change Detection
Jingyuan Liu, Ao Sun, and Yuan Ke
Journal of Econometrics, 239, 105331, 2024 [DOI] - L_0 Optimization with Robust Non-Oracular Quantum Search
Tianyi Zhang and Yuan Ke.
Technologies, 11, 148, 2023 [DOI] - Engagement-free and Contactless Bed Occupancy and Vital Signs Monitoring
Yingjian Song, ..., Yuan Ke, et al.
IEEE Internet of Things Journal, 11, 7935-7947, 2023 [DOI] - Dimension Reduction in Time Series Under the Presence of Conditional Heteroscedasticity
Murilo da Silva, T.N. Sriram, and Yuan Ke
Computational Statistics & Data Analysis, 180, 107682, 2023 [DOI] - Learning High Dimensional Multi-response Linear Models with Non-oracular Quantum Search
Jinyang Chen, Cheolwoo Park, and Yuan Ke.
2022 IEEE International Conference on Quantum Computing and Engineering (IEEE QCE), 2022 [DOI] - Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-response Data
Changliang Zou, Yuan Ke, and Wenyang Zhang
Journal of the American Statistical Association, 117, 693-703, 2022 [DOI] - Privacy Preserving and Communication Efficient Information Enhancement for Imbalanced Medical Image Classification
Xiaochuan Li, Yuan Ke, et al.
26th UK Conference on Medical Image Understanding and Analysis (MIUA), 2022 [DOI] - Model-free Feature Screening and FDR Control with Knockoff Features
Wanjun Liu, Yuan Ke, Jingyuan Liu, and Runze Li
Journal of the American Statistical Association, 117, 428-443, 2022 [DOI] - High-Dimensional Dynamic Covariance Matrices with Homogeneous Structure
Yuan Ke, Heng Lian, and Wenyang Zhang
Journal of Business & Economic Statistics, 40, 96-110, 2022 [DOI] - Enhance COVID-19 Mortality Prediction With Human Mobility Trend and Medical Information
Yogesh Chaudhari, ..., Yuan Ke, et al.
IEEE DSS-2021, 2021 [DOI] - Improving COVID-19 Forecasting by Exogenous Variables
Mohammadhossein Toutiaee, ..., Yuan Ke, et al.
7th SIGKDD Workshop on Mining and Learning from Time Series (MiLeTS), 2021 [Paper] - Augmented Factor Models with Applications to Validating Market Risk Factors and Forecasting Bond Risk Premia
Jianqing Fan, Yuan Ke, and Yuan Liao
Journal of Econometrics, 222, 269-294, 2021 [DOI] - Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors
Di Xiao, Yuan Ke, and Runze Li
Journal of Machine Learning Research, 22, 1-42, 2021 [DOI] - FarmTest: An R package for Factor-adjusted Robust Multiple Testing
Koushiki Bose, Jianqing Fan, Yuan Ke, Xiaoou Pan, and Wen-Xin Zhou
The R Journal, 12, 389-402, 2021 [DOI] - Factor-Adjusted Regularized Model Selection
Jianqing Fan, Yuan Ke, and Kaizheng Wang
Journal of Econometrics, 216, 71-85, 2020 [DOI] - Large-scale Optimal Transport Map Estimation Using Projection Pursuit
Cheng Meng, Yuan Ke, et al.
NeurIPS 2019, [Paper] - User-friendly Covariance Estimation for Heavy-tailed Distributions
Yuan Ke, Stanislav Minsker, Zhao Ren, Qiang Sun, and Wen-Xin Zhou
Statistical Science, 34, 454-471, 2019 [DOI] - FarmTest: Factor-Adjusted Robust Multiple Testing With Approximate False Discovery Control
Jianqing Fan, Yuan Ke, Qiang Sun, and Wen-Xin Zhou
Journal of the American Statistical Association, 114, 1880-1893, 2019 [DOI] - Nonlinear Regression Using Subset-Based Kernel Principal Components
Yuan Ke, Degui Li, and Qiwei Yao
Statistica Sinica, 28, 2771-2794, 2018 [DOI] - Structure Identification in Panel Data Analysis
Yuan Ke, Jialiang Li, and Wenyang Zhang
The Annals of Statistics, 44, 1193–1233, 2016 [DOI] - A Semi-Varying Coefficient Multinomial Logistic Regression for Prognostic Classification with Application to Stratified Medicine
Yuan Ke, Bo Fu, and Wenyang Zhang
Statistics in Medicine, 35, 4764–4778, 2016 [DOI] - Model Selection and Structure Specification in Ultra-high Dimensional Generalised Semi-varying Coefficient Models
Degui Li, Yuan Ke, and Wenyang Zhang
The Annals of Statistics, 43, 2676-2705, 2015 [DOI]
