Name Card

Professor Yin, Guosheng 尹国聖

Title:

Professor

Patrick S C Poon Professor in Statistics and Actuarial Science

Department:

Department of Statistics and Actuarial Science

Faculty:

Faculty of Science

Teaching List, Current

Term	Code	Class	Title
2022 S8	DASC7600	SC	Data science project
2022 S1	ARIN7101	1A	Statistics in artificial intelligence
2022 S1	STAT6011	1A	Computational Statistics and Bayesian Learning
2022 S1	STAT4610	1A	Bayesian learning
2022 S1	DASC7600	1A	Data science project
2021 S8	DASC7600	SC	Data science project
2021 S2	STAT7006	2A	Design and analysis of sample surveys
2021 S2	STAT7614	2B	Advanced statistical modelling
2021 S2	STAT7102	2B	Advanced statistical modelling
2021 S2	DASC7600	2B	Data science project
2021 S1	STAT8305	1A	Bayesian statistics
2021 S1	STAT7611	1A	Computational statistics
2021 S1	STAT6011	1A	Computational Statistics and Bayesian Learning
2021 S1	DASC7600	1A	Data science project
2020 S2	STAT3622	2A	Data visualization
2020 S2	STAT4799	FA	Statistics project
2020 S1	STAT4799	FA	Statistics project
2020 S1	STAT8305	1A	Bayesian statistics
2020 S1	STAT7611	1A	Computational statistics
2020 S1	STAT6011	1A	Computational statistics
2020 S1	DASC7600	1A	Data science project
2019 S2	STAT3799	2B	Directed studies in statistics
2019 S1	STAT8305	1A	Bayesian statistics
2019 S1	STAT7611	1A	Computational statistics
2019 S1	STAT6011	1A	Computational statistics
2019 S1	DASC7600	1A	Data science project
2018 S1	STAT4799	FA	Statistics project
2018 S2	STAT4799	FA	Statistics project
2018 S1	STAT7611	1A	Computational statistics
2018 S1	STAT6003	FA	Research postgraduate seminar
2018 S1	STAT6011	1A	Computational statistics
2018 S2	STAT3607	2A	Statistics in clinical medicine and bio-medical research
2018 S1	STAT8305	1A	Bayesian statistics

Supervision of Research Postgraduate Students

Thesis Title	Field of Study	Student
	Generalizable Machine Learning Techniques for Medical Image Analysis	2022 Phd Zhao Weiqin
	Preventing Posterior Collapse in Variational Autoencoders	2022 Phd Li Ying
	Computer Vision and Machine Learning	2022 Phd Wang Hongjun
	Computer Vision and Deep Learning	2022 Phd Cheng Silin
TWO-STEP TRANSFER LEARNING METHODS WITH R2D2 SHRINKAGE PRIOR AND INSTANCE WEIGHTING TRANSFER USING GENE EXPRESSION DATA	Statistics and Biostatistics	2022 MPhil Chen Hanning
	Statistics	2020 Phd Tian Peixin
	Bioinformatics	2021 Others Fang Jialu
MONTE CARLO METHODS FOR VARIANCE REDUCTION AND LOG-RANK TEST	Statistical Machine Learning, Statistical Theory for Deep Learning, Bayesian Deep Neural Network	2021 MPhil Zhang Yan
	Bayesian Statistics, Machine Learning, Functional Data Analysis	2021 Phd Su Siqiang
	Federated Representation Learning from Heterogeneous Data for Computer Vision Tasks	2021 Phd Wang Fuying
INTRINSICALLY INTERPRETABLE MACHINE LEARNING MODELS AND AUTOMATED HYPERPARAMETER OPTIMIZATION	Machine Learning; Time Series Analysis	2017 Phd Yang Zebin
	Causal Inference	2020 Phd Wang Anqi
BAYESIAN BASKET TRIAL DESIGN WITH BIOMARKER CUTOFF IDENTIFICATION AND AN ALTERNATIVE APPROACH FOR ESTIMATING THE NUMBER NEEDED TO TREAT FOR SURVIVAL ENDPOINTS	Phase I/II Clinical Trial	2017 MPhil Yang Zhao
NONPARAMETRIC AND SEMIPARAMETRIC INFERENCE FOR SURVIVAL DATA	Statistics	2019 Phd Su Wen
ESCALATION WITH OVERDOSE CONTROL FOR PHASE 1 DRUG-COMBINATION TRIALS	Statistics with Emphasis on Bayesian Methodologies	2012 MPhil Shi Yun
CAUSAL INFERENCE FOR RANDOMIZED EXPERIMENTS AND OBSERVATIONAL STUDIES	Statistical Learning for Big Data	2018 Phd Zhang Hengtao
BAYESIAN ADAPTIVE METHODS FOR PHASE I CLINICAL TRIALS	Biostatistics	2013 Phd Lin Ruitao
TWO-STAGE ADAPTIVE DESIGNS IN EARLY PHASE CLINICAL TRIALS	Clinical Trail	2011 MPhil Xu Jiajing
STATISTICAL METHODS FOR CLINICAL TRIALS UNDER THE BAYESIAN FRAMEWORK	Image Analysis, Deep Learning	2018 Phd Jin Huaqing
STATISTICAL LEARNING BY EMBEDDING DATA INTO COMPUTATIONAL GRAPHS	modelling Ranking Data with Social Networks	2018 Phd Gu Jiaqi
RESTRICTED MEAN SURVIVAL TIME FOR MEDICAL DATA ANALYSIS	Bayesian Statistics, Machine Learning	2018 Phd Zhang Chenyang
BAYESIAN COMPUTATIONAL METHODS AND APPLICATIONS	Monte Carlo Simulations	2014 Phd Lam Chi Kin
ON INCOMPLETE MULTINOMIAL DATA MODELING AND INTRACTIVE NEURAL AND STATISTICAL COMPUTING WITH GPU	Constrained Parameters Problems and Incomplete Data Analysis	2012 Phd Dong Fanghu
BAYESIAN ADAPTIVE CLINICAL TRIAL DESIGNS	Biostatistics and Clinical Trial Design	2015 Phd Shi Haolun
STATISTICAL MACHINE LEARNING METHODS AND APPLICATIONS	Statistics	2016 Phd Liu Yehong
CLINICAL TRIAL DESIGNS FOR DOSE FINDING IN DRUG-COMBINATION TRIALS AND DRUG TREATMENT SUPERIORITY EVALUATION	Beysian Analysis, Statistical Modeling, Networks, Stochastic Process	2018 Phd Zhang Teng

HKU Committee Appointments

Start Date	End Date	Committee	Category
2014-07-01		Faculty of Science, Board of the	The teachers who are members of the Faculty and who are full-time employees of the University
2012-08-10	2014-06-30	Faculty of Science, Board of the	The teachers who are members of the Faculty and who are full-time employees of the University
2009-08-10	2012-08-09	Faculty of Science, Board of the	The teachers who are members of the Faculty and who are full-time employees of the University