Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes. - Changliang Zou; Fugee Tsung; Zhaojun Wang (Technometrics, 2007)

Monitoring autocorrelated processes using variable sampling schemes at fixed-times. - Changliang Zou; Zhaojun Wang; Fugee Tsung (Qual. Reliab. Eng. Int., 2008)

A Change Point Approach for Phase I Analysis in Multistage Processes. - Changliang Zou; Fugee Tsung; Yukun Liu (Technometrics, 2008)

Monitoring Profiles Based on Nonparametric Regression Methods. - Changliang Zou; Fugee Tsung; Zhaojun Wang (Technometrics, 2008)

A new variable sampling control scheme at fixed times for monitoring the process dispersion. - Lihui Shi; Changliang Zou; Zhaojun Wang; Kailash C. Kapur (Qual. Reliab. Eng. Int., 2009)

A control chart based on likelihood ratio test for monitoring process mean and variability. - Jiujun Zhang; Changliang Zou; Zhaojun Wang (Qual. Reliab. Eng. Int., 2010)

Nonparametric Profile Monitoring by Mixed Effects Modeling. - Peihua Qiu; Changliang Zou; Zhaojun Wang (Technometrics, 2010)

Rejoinder. - Peihua Qiu; Changliang Zou; Zhaojun Wang (Technometrics, 2010)

An adaptive Shiryaev-Roberts procedure for monitoring dispersion. - Jiujun Zhang; Changliang Zou; Zhaojun Wang (Comput. Ind. Eng., 2011)

A New Chart for Detecting the Process Mean and Variability. - Jiujun Zhang; Changliang Zou; Zhaojun Wang (Commun. Stat. Simul. Comput., 2011)

A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control. - Changliang Zou; Wei Jiang; Fugee Tsung (Technometrics, 2011)

A Multivariate Sign EWMA Control Chart. - Changliang Zou; Fugee Tsung (Technometrics, 2011)

LASSO-based multivariate linear profile monitoring. - Changliang Zou; Xianghui Ning; Fugee Tsung (Ann. Oper. Res., 2012)

Local Walsh-average regression. - Long Feng; Changliang Zou; Zhaojun Wang (J. Multivar. Anal., 2012)

On the consistency of coordinate-independent sparse estimation with BIC. - Changliang Zou; Xin Chen (J. Multivar. Anal., 2012)

Outlier Detection in Functional Observations With Applications to Profile Monitoring. - Guan Yu; Changliang Zou; Zhaojun Wang (Technometrics, 2012)

A necessary test for complete independence in high dimensions using rank-correlations. - Guanghui Wang 011; Changliang Zou; Zhaojun Wang (J. Multivar. Anal., 2013)

Monitoring general linear profiles using simultaneous confidence sets schemes. - Longcheen Huwang; Yi-Hua Tina Wang; Shuhan Xue; Changliang Zou (Comput. Ind. Eng., 2014)

Monitoring Correlated Profile and Multivariate Quality Characteristics. - Amirhossein Amiri; Changliang Zou; Mohammad Hadi Doroudyan (Qual. Reliab. Eng. Int., 2014)

Phase I analysis of multivariate profiles based on regression adjustment. - Jiajia Zhang; Haojie Ren; Rui Yao; Changliang Zou; Zhaojun Wang (Comput. Ind. Eng., 2015)

A general framework for monitoring complex processes with both in-control and out-of-control information. - Chi Zhang; Fugee Tsung; Changliang Zou (Comput. Ind. Eng., 2015)

A Change Point Method for Monitoring Generalized Linear Profiles in Phase I. - Alireza Shadman; Hashem Mahlooji; Arthur B. Yeh; Changliang Zou (Qual. Reliab. Eng. Int., 2015)

An Efficient Online Monitoring Method for High-Dimensional Data Streams. - Changliang Zou; Zhaojun Wang; Xuemin Zi; Wei Jiang (Technometrics, 2015)

A simpler spatial-sign-based two-sample test for high-dimensional data. - Yang Li; Zhaojun Wang; Changliang Zou (J. Multivar. Anal., 2016)

A Distribution-Free Multivariate Control Chart. - Nan Chen 002; Xuemin Zi; Changliang Zou (Technometrics, 2016)

A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis. - Kamran Paynabar; Changliang Zou; Peihua Qiu (Technometrics, 2016)

Self-Starting Monitoring Scheme for Poisson Count Data With Varying Population Sizes. - Xiaobei Shen; Kwok-Leung Tsui; Changliang Zou; William H. Woodall (Technometrics, 2016)

A change point method for Phase II monitoring of generalized linear profiles. - Alireza Shadman; Changliang Zou; Hashem Mahlooji; Arthur B. Yeh (Commun. Stat. Simul. Comput., 2017)

Comparison of a large number of regression curves. - Guanghui Wang 011; Zhaojun Wang; Changliang Zou (J. Multivar. Anal., 2017)

An Area-based Methodology for the Monitoring of General Linear Profiles. - Abed Motasemi; Adel Alaeddini; Changliang Zou (Qual. Reliab. Eng. Int., 2017)

Nonparametric Profile Monitoring using Dynamic Probability Control Limits. - Wenwan Yang; Changliang Zou; Zhaojun Wang (Qual. Reliab. Eng. Int., 2017)

Nonparametric Dynamic Curve Monitoring. - Peihua Qiu; Xuemin Zi; Changliang Zou (Technometrics, 2018)

Robust multicategory support matrix machines. - Chengde Qian; Quoc Tran-Dinh; Sheng Fu; Changliang Zou; Yufeng Liu (Math. Program., 2019)

AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control. - Yifan Zhang; Haiyan Jiang; Haojie Ren; Changliang Zou; Dejing Dou (NeurIPS, 2022)

Data-Driven Determination of the Number of Jumps in Regression Curves. - Guanghui Wang; Changliang Zou; Peihua Qiu (Technometrics, 2022)

Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning. - Xiaolong Cui; Lei Shi; Wei Zhong; Changliang Zou (J. Mach. Learn. Res., 2023)

Change-point testing for parallel data sets with FDR control. - Junfeng Cui; Guanghui Wang 011; Changliang Zou; Zhaojun Wang (Comput. Stat. Data Anal., 2023)

Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation. - Hui Chen; Yinxu Jia; Guanghui Wang; Changliang Zou (AAAI, 2024)

ByMI: Byzantine Machine Identification with False Discovery Rate Control. - Chengde Qian; Mengyuan Wang; Haojie Ren; Changliang Zou (ICML, 2024)

Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference. - Geng Chen; Yinxu Jia; Guanghui Wang; Changliang Zou (NeurIPS, 2024)

Real-Time Selection Under General Constraints via Predictive Inference. - Yuyang Huo; Lin Lu; Haojie Ren; Changliang Zou (NeurIPS, 2024)

Conformalized Multiple Testing after Data-dependent Selection. - Xiaoning Wang; Yuyang Huo; Liuhua Peng; Changliang Zou (NeurIPS, 2024)

Robust group and simultaneous inferences for high-dimensional single index model. - Weichao Yang; Hongwei Shi; Xu Guo; Changliang Zou (NeurIPS, 2024)

CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control. - Yajie Bao; Yuyang Huo; Haojie Ren; Changliang Zou (CoRR, 2024)

Low-Rank Matrix Estimation in the Presence of Change-Points. - Lei Shi; Guanghui Wang; Changliang Zou (J. Mach. Learn. Res., 2024)

Covariate-Assisted Matrix Completion with Multiple Structural Breaks. - Jing Meng; Long Feng; Changliang Zou; Zhaojun Wang (J. Syst. Sci. Complex., 2024)

Robust Estimation of High-Dimensional Linear Regression With Changepoints. - Xiaolong Cui; Haoyu Geng; Zhaojun Wang; Changliang Zou (IEEE Trans. Inf. Theory, 2024)

LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning. - Zhekai Du; Yinjie Min; Jingjing Li; Ke Lu; Changliang Zou; Liuhua Peng; Tingjin Chu; Mingming Gong (ICLR, 2025)

Error-quantified Conformal Inference for Time Series. - Junxi Wu; Dongjian Hu; Yajie Bao; Shu-Tao Xia; Changliang Zou (ICLR, 2025)

Conditional Testing based on Localized Conformal p-values. - Xiaoyang Wu; Lin Lu; Zhaojun Wang; Changliang Zou (ICLR, 2025)

Real-World Low-Dose CT Image Denoising by Patch Similarity Purification. - Zeya Song; Liqi Xue; Jun Xu 019; Baoping Zhang; Chao Jin; Jian Yang; Changliang Zou (IEEE Trans. Image Process., 2025)

Patch Triplet Similarity Purification for Guided Real-World Low-Dose CT Image Denoising. - Junhao Long; Fengwei Yang; Juncheng Yan; Baoping Zhang; Chao Jin; Jian Yang; Changliang Zou; Jun Xu (CoRR, 2025)

Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach. - Qian Peng; Yajie Bao; Haojie Ren; Zhaojun Wang; Changliang Zou (CoRR, 2025)

Variable Selection for High-dimensional Cox Model with Error Rate Control. - Baihua He; Hongwei Shi; Xu Guo; Changliang Zou; Lixing Zhu (J. Syst. Sci. Complex., 2025)

Optimal Model Selection for Conformalized Robust Optimization. - Yajie Bao; Yang Hu; Haojie Ren; Peng Zhao; Changliang Zou (CoRR, 2025)