Faculty Profiles - GUO Xinzhou | The Hong Kong University of Science and Technology

Xinzhou GUO
郭心舟

PhD in Statistics
University of Michigan, 2019

Assistant Professor
Department of Mathematics

(852) 2358 7436
xinzhoug@ust.hk
Room 3433
Personal Web

ORCID

0000-0001-9161-2990

Scopus ID

57222594749

Research Interest Publications Projects Teaching Assignment RPG Supervision

Research Interest

Resampling methods
Subgroup analysis
Precision medicine
Regulatory science

Publications

All Years 8 2025 1 2024 2 2023 3 2022 0 2021 1 2020 1

2025 1

Differentially Private Inference for Extrema of Parameters in Clinical Studies

Statistics in Biosciences, May 2025
Fu, Xiaowen; Xiang, Yang; Guo, Xinzhou
Article

2024 2

Integrative Analysis of Site-Specific Parameters with Nuisance Parameters on the Common Support

Statistics in Biosciences, April 2024
Ho, Ho Yi Alexis; Xu, Shuoxun; Guo, Xinzhou
Article

Quantifying proportion of treatment effect by surrogate endpoint under heterogeneity

Statistical Methods in Medical Research, May 2024
Guo, Xinzhou; Bourgeois, Florence T; Cai, Tianxi
Article

2023 3

A Robust Quantitative Risk Screening for Subgroup Pursuit in Clinical Trials

Econometrics and Statistics, June 2023
Guo, Xinzhou; Li, Ruosha; Zhou, Jianjun; He, Xuming
Article

Assessing the Most Vulnerable Subgroup to Type II Diabetes Associated with Statin Usage: Evidence from Electronic Health Record Data

Journal of the American Statistical Association, January 2023, article number 2157727
Guo, Xinzhou; Wei, Waverly; Liu, Molei; Cai, Tianxi; Wu, Chong; Wang, Jingshen
Article

Inference on tree-structured subgroups with subgroup size and subgroup effect relationship in clinical trials

Statistics in Medicine, September 2023
Luo, Yuanhui; Guo, Xinzhou
Article

2021 1

A deep survival interpretable radiomics model of hepatocellular carcinoma patients

Physica Medica: European Journal of Medical Physics, v. 82, February 2021, p. 295-305
Wei, Lise; Owen, Dawn; Rosen, Benjamin; Guo, Xinzhou; Cuneo, Kyle; Lawrence, Theodore S.; Haken, Randall Ten; El naqa, Issam
Article

2020 1

Inference on selected subgroups in clinical trials

Journal of the American Statistical Association, 17 April 2020
Guo, Xinzhou; He, Xuming
Article

Article 1

Differentially Private Inference for Extrema of Parameters in Clinical Studies

Statistics in Biosciences, May 2025
Fu, Xiaowen; Xiang, Yang; Guo, Xinzhou

Article 2

Integrative Analysis of Site-Specific Parameters with Nuisance Parameters on the Common Support

Statistics in Biosciences, April 2024
Ho, Ho Yi Alexis; Xu, Shuoxun; Guo, Xinzhou

Quantifying proportion of treatment effect by surrogate endpoint under heterogeneity

Statistical Methods in Medical Research, May 2024
Guo, Xinzhou; Bourgeois, Florence T; Cai, Tianxi

Article 3

A Robust Quantitative Risk Screening for Subgroup Pursuit in Clinical Trials

Econometrics and Statistics, June 2023
Guo, Xinzhou; Li, Ruosha; Zhou, Jianjun; He, Xuming

Assessing the Most Vulnerable Subgroup to Type II Diabetes Associated with Statin Usage: Evidence from Electronic Health Record Data

Journal of the American Statistical Association, January 2023, article number 2157727
Guo, Xinzhou; Wei, Waverly; Liu, Molei; Cai, Tianxi; Wu, Chong; Wang, Jingshen

Inference on tree-structured subgroups with subgroup size and subgroup effect relationship in clinical trials

Statistics in Medicine, September 2023
Luo, Yuanhui; Guo, Xinzhou

Article 1

A deep survival interpretable radiomics model of hepatocellular carcinoma patients

Physica Medica: European Journal of Medical Physics, v. 82, February 2021, p. 295-305
Wei, Lise; Owen, Dawn; Rosen, Benjamin; Guo, Xinzhou; Cuneo, Kyle; Lawrence, Theodore S.; Haken, Randall Ten; El naqa, Issam

Article 1

Inference on selected subgroups in clinical trials

Journal of the American Statistical Association, 17 April 2020
Guo, Xinzhou; He, Xuming

No Publications

Teaching Assignment

2025-26 Fall 4 2024-25 Summer 0 2024-25 Spring 2 2024-25 Winter 0 2024-25 Fall 4 2023-24 Summer 0

MATH4999	Independent Capstone Project
MATH5431	Advanced Mathematical Statistics I
MATH6906H	Reading Course: Latent Subgroup Analysis
MFIT5003	Data Analysis

MATH1014	Calculus II
MATH6912Z	Reading Course: Subgroup Analysis in the Era of Modern Data

MATH4999	Independent Capstone Project
MATH5431	Advanced Mathematical Statistics I
MATH6912D	Reading Course: Statistical Analysis of Subgroups
MFIT5003	Data Analysis

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2022 to December 2025 (As of 26 October 2025)

All Supervisions Current RPGs Graduated RPGs

Current RPGs

Doctor of Philosophy

LIU, Jiatao (co-supervision)
Civil Engineering
WEI, Yupeng
Mathematics
WEI, Lingjie
Mathematics
ZHANG, Jingwei
Mathematics
HO, Ho Yi Alexis
Mathematics
LUO, Yuanhui
Mathematics

Master of Philosophy

HE, Changlin
Mathematics

Graduated RPGs

Doctor of Philosophy

SHI, Kexin (co-supervision)
Individualized Interdisciplinary Program (Data Science and Analytics)( Completed in 2025 )
FU, Xiaowen (co-supervision)
Mathematics( Completed in 2024 )
LYU, Zhongyuan (co-supervision)
Mathematics( Completed in 2023 )

Projects

From January 2023 to December 2025

All Projects 1

No Projects.
Toward Replicable Statistical Inference on Subgroups for Complex Data

復雜數據下關于亞組的可重復統計推斷 Leading

RGC - Early Career Scheme
Project Team (HKUST)
GUO Xinzhou (Lead)
2024 -

Research Interest

Publications

2025 1

2024 2

2023 3

2021 1

2020 1

Article 1

Article 2

Article 3

Article 1

Article 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2022 to December 2025 (As of 26 October 2025)

Current RPGs

Graduated RPGs

Projects

From January 2023 to December 2025

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