Changliang Zou

66 papers A* 12Journal 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Hypothesis test in high dimensional multi-response linear models. Comput. Stat. Data Anal. Yuan Ke, Rongmao Zhang, Wenyang Zhang, Changliang Zou
2026	J	`jnl`	Prediction-Powered Model Checking via Predictiveness Comparisons. J. Syst. Sci. Complex. Yanhong Liu, Yinxu Jia, Guanghui Wang, Zhaojun Wang, Changliang Zou
2025	J	`jnl`	Aggregating Conformal Prediction Sets via α-Allocation. CoRR Congbin Xu, Yue Yu, Haojie Ren, Zhaojun Wang, Changliang Zou
2025	J	`jnl`	CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control. J. Mach. Learn. Res. Yajie Bao, Yuyang Huo, Haojie Ren, Changliang Zou
2025	A*	`conf`	Conditional Testing based on Localized Conformal p-values. ICLR Xiaoyang Wu, Lin Lu, Zhaojun Wang, Changliang Zou
2025	A*	`conf`	Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach. ICML Qian Peng, Yajie Bao, Haojie Ren, Zhaojun Wang, Changliang Zou
2025	J	`jnl`	Conformal Prediction with Cellwise Outliers: A Detect-then-Impute Approach. CoRR Qian Peng, Yajie Bao, Haojie Ren, Zhaojun Wang, Changliang Zou
2025	J	`jnl`	Distribution-informed Online Conformal Prediction. CoRR Dongjian Hu, Junxi Wu, Shu-Tao Xia, Changliang Zou
2025	A*	`conf`	Error-quantified Conformal Inference for Time Series. ICLR Junxi Wu, Dongjian Hu, Yajie Bao, Shu-Tao Xia, Changliang Zou
2025	J	`jnl`	Error-quantified Conformal Inference for Time Series. CoRR Junxi Wu, Dongjian Hu, Yajie Bao, Shu-Tao Xia, Changliang Zou
2025	A*	`conf`	LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning. ICLR Zhekai Du, Yinjie Min, Jingjing Li, Ke Lu, Changliang Zou, Liuhua Peng, Tingjin Chu, Mingming Gong
2025	J	`jnl`	LoCA: Location-Aware Cosine Adaptation for Parameter-Efficient Fine-Tuning. CoRR Zhekai Du, Yinjie Min, Jingjing Li, Ke Lu, Changliang Zou, Liuhua Peng, Tingjin Chu, Mingming Gong
2025	J	`jnl`	Online Multiple Changepoint Detection With False Discovery Rate Control. IEEE Trans. Inf. Theory Xiaolong Cui, Haoyu Geng, Haojie Ren, Zhaojun Wang, Changliang Zou
2025	J	`jnl`	Optimal Model Selection for Conformalized Robust Optimization. CoRR Yajie Bao, Yang Hu, Haojie Ren, Peng Zhao, Changliang Zou
2025	J	`jnl`	Patch Triplet Similarity Purification for Guided Real-World Low-Dose CT Image Denoising. CoRR Junhao Long, Fengwei Yang, Juncheng Yan, Baoping Zhang, Chao Jin, Jian Yang, Changliang Zou, Jun Xu
2025	J	`jnl`	Real-World Low-Dose CT Image Denoising by Patch Similarity Purification. IEEE Trans. Image Process. Zeya Song, Liqi Xue, Jun Xu, Baoping Zhang, Chao Jin, Jian Yang, Changliang Zou
2025	J	`jnl`	Reliever: Relieving the Burden of Costly Model Fits for Changepoint Detection. J. Mach. Learn. Res. Chengde Qian, Guanghui Wang, Changliang Zou
2025	J	`jnl`	Variable Selection for High-dimensional Cox Model with Error Rate Control. J. Syst. Sci. Complex. Baihua He, Hongwei Shi, Xu Guo, Changliang Zou, Lixing Zhu
2025	A*	`conf`	e-GAI: e-value-based Generalized α-Investing for Online False Discovery Rate Control. ICML Yifan Zhang, Zijian Wei, Haojie Ren, Changliang Zou
2024	A*	`conf`	ByMI: Byzantine Machine Identification with False Discovery Rate Control. ICML Chengde Qian, Mengyuan Wang, Haojie Ren, Changliang Zou
2024	J	`jnl`	CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control. CoRR Yajie Bao, Yuyang Huo, Haojie Ren, Changliang Zou
2024	A*	`conf`	Conformalized Multiple Testing after Data-dependent Selection. NeurIPS Xiaoning Wang, Yuyang Huo, Liuhua Peng, Changliang Zou
2024	J	`jnl`	Covariate-Assisted Matrix Completion with Multiple Structural Breaks. J. Syst. Sci. Complex. Jing Meng, Long Feng, Changliang Zou, Zhaojun Wang
2024	J	`jnl`	Low-Rank Matrix Estimation in the Presence of Change-Points. J. Mach. Learn. Res. Lei Shi, Guanghui Wang, Changliang Zou
2024	A*	`conf`	Real-Time Selection Under General Constraints via Predictive Inference. NeurIPS Yuyang Huo, Lin Lu, Haojie Ren, Changliang Zou
2024	J	`jnl`	Robust Estimation of High-Dimensional Linear Regression With Changepoints. IEEE Trans. Inf. Theory Xiaolong Cui, Haoyu Geng, Zhaojun Wang, Changliang Zou
2024	A*	`conf`	Robust group and simultaneous inferences for high-dimensional single index model. NeurIPS Weichao Yang, Hongwei Shi, Xu Guo, Changliang Zou
2024	A*	`conf`	Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation. AAAI Hui Chen, Yinxu Jia, Guanghui Wang, Changliang Zou
2024	A*	`conf`	Zipper: Addressing Degeneracy in Algorithm-Agnostic Inference. NeurIPS Geng Chen, Yinxu Jia, Guanghui Wang, Changliang Zou
2023	J	`jnl`	Change-point testing for parallel data sets with FDR control. Comput. Stat. Data Anal. Junfeng Cui, Guanghui Wang, Changliang Zou, Zhaojun Wang
2023	J	`jnl`	Robust High-Dimensional Low-Rank Matrix Estimation: Optimal Rate and Data-Adaptive Tuning. J. Mach. Learn. Res. Xiaolong Cui, Lei Shi, Wei Zhong, Changliang Zou
2022	A*	`conf`	AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control. NeurIPS Yifan Zhang, Haiyan Jiang, Haojie Ren, Changliang Zou, Dejing Dou
2022	J	`jnl`	Data-Driven Determination of the Number of Jumps in Regression Curves. Technometrics Guanghui Wang, Changliang Zou, Peihua Qiu
2019	J	`jnl`	Robust multicategory support matrix machines. Math. Program. Chengde Qian, Quoc Tran-Dinh, Sheng Fu, Changliang Zou, Yufeng Liu
2018	J	`jnl`	Nonparametric Dynamic Curve Monitoring. Technometrics Peihua Qiu, Xuemin Zi, Changliang Zou
2017	J	`jnl`	A change point method for Phase II monitoring of generalized linear profiles. Commun. Stat. Simul. Comput. Alireza Shadman, Changliang Zou, Hashem Mahlooji, Arthur B. Yeh
2017	J	`jnl`	An Area-based Methodology for the Monitoring of General Linear Profiles. Qual. Reliab. Eng. Int. Abed Motasemi, Adel Alaeddini, Changliang Zou
2017	J	`jnl`	Comparison of a large number of regression curves. J. Multivar. Anal. Guanghui Wang, Zhaojun Wang, Changliang Zou
2017	J	`jnl`	Nonparametric Profile Monitoring using Dynamic Probability Control Limits. Qual. Reliab. Eng. Int. Wenwan Yang, Changliang Zou, Zhaojun Wang
2016	J	`jnl`	A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis. Technometrics Kamran Paynabar, Changliang Zou, Peihua Qiu
2016	J	`jnl`	A Distribution-Free Multivariate Control Chart. Technometrics Nan Chen, Xuemin Zi, Changliang Zou
2016	J	`jnl`	A simpler spatial-sign-based two-sample test for high-dimensional data. J. Multivar. Anal. Yang Li, Zhaojun Wang, Changliang Zou
2016	J	`jnl`	Self-Starting Monitoring Scheme for Poisson Count Data With Varying Population Sizes. Technometrics Xiaobei Shen, Kwok-Leung Tsui, Changliang Zou, William H. Woodall
2015	J	`jnl`	A Change Point Method for Monitoring Generalized Linear Profiles in Phase I. Qual. Reliab. Eng. Int. Alireza Shadman, Hashem Mahlooji, Arthur B. Yeh, Changliang Zou
2015	J	`jnl`	A general framework for monitoring complex processes with both in-control and out-of-control information. Comput. Ind. Eng. Chi Zhang, Fugee Tsung, Changliang Zou
2015	J	`jnl`	An Efficient Online Monitoring Method for High-Dimensional Data Streams. Technometrics Changliang Zou, Zhaojun Wang, Xuemin Zi, Wei Jiang
2015	J	`jnl`	Phase I analysis of multivariate profiles based on regression adjustment. Comput. Ind. Eng. Jiajia Zhang, Haojie Ren, Rui Yao, Changliang Zou, Zhaojun Wang
2014	J	`jnl`	Monitoring Correlated Profile and Multivariate Quality Characteristics. Qual. Reliab. Eng. Int. Amirhossein Amiri, Changliang Zou, Mohammad Hadi Doroudyan
2014	J	`jnl`	Monitoring general linear profiles using simultaneous confidence sets schemes. Comput. Ind. Eng. Longcheen Huwang, Yi-Hua Tina Wang, Shuhan Xue, Changliang Zou
2013	J	`jnl`	A necessary test for complete independence in high dimensions using rank-correlations. J. Multivar. Anal. Guanghui Wang, Changliang Zou, Zhaojun Wang
2012	J	`jnl`	LASSO-based multivariate linear profile monitoring. Ann. Oper. Res. Changliang Zou, Xianghui Ning, Fugee Tsung
2012	J	`jnl`	Local Walsh-average regression. J. Multivar. Anal. Long Feng, Changliang Zou, Zhaojun Wang
2012	J	`jnl`	On the consistency of coordinate-independent sparse estimation with BIC. J. Multivar. Anal. Changliang Zou, Xin Chen
2012	J	`jnl`	Outlier Detection in Functional Observations With Applications to Profile Monitoring. Technometrics Guan Yu, Changliang Zou, Zhaojun Wang
2011	J	`jnl`	A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control. Technometrics Changliang Zou, Wei Jiang, Fugee Tsung
2011	J	`jnl`	A Multivariate Sign EWMA Control Chart. Technometrics Changliang Zou, Fugee Tsung
2011	J	`jnl`	A New Chart for Detecting the Process Mean and Variability. Commun. Stat. Simul. Comput. Jiujun Zhang, Changliang Zou, Zhaojun Wang
2011	J	`jnl`	An adaptive Shiryaev-Roberts procedure for monitoring dispersion. Comput. Ind. Eng. Jiujun Zhang, Changliang Zou, Zhaojun Wang
2010	J	`jnl`	A control chart based on likelihood ratio test for monitoring process mean and variability. Qual. Reliab. Eng. Int. Jiujun Zhang, Changliang Zou, Zhaojun Wang
2010	J	`jnl`	Nonparametric Profile Monitoring by Mixed Effects Modeling. Technometrics Peihua Qiu, Changliang Zou, Zhaojun Wang
2010	J	`jnl`	Rejoinder. Technometrics Peihua Qiu, Changliang Zou, Zhaojun Wang
2009	J	`jnl`	A new variable sampling control scheme at fixed times for monitoring the process dispersion. Qual. Reliab. Eng. Int. Lihui Shi, Changliang Zou, Zhaojun Wang, Kailash C. Kapur
2008	J	`jnl`	A Change Point Approach for Phase I Analysis in Multistage Processes. Technometrics Changliang Zou, Fugee Tsung, Yukun Liu
2008	J	`jnl`	Monitoring Profiles Based on Nonparametric Regression Methods. Technometrics Changliang Zou, Fugee Tsung, Zhaojun Wang
2008	J	`jnl`	Monitoring autocorrelated processes using variable sampling schemes at fixed-times. Qual. Reliab. Eng. Int. Changliang Zou, Zhaojun Wang, Fugee Tsung
2007	J	`jnl`	Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes. Technometrics Changliang Zou, Fugee Tsung, Zhaojun Wang