FACULTY STAFF
Chan Hock Peng
Professor
Head of Department
Research Interests: Change-Point Detection, Sequential Testing
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Tapadyoti Banerjee
Visiting Fellow
Research Interests: Cryptography and Security, Cryptography Hardware Design and Implementation, Cyber Security, Smart Grid Security, Cellular Automata, Application of Graph Theory and Machine Learning in Cryptology
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Banerjee Bilol
Visiting Fellow
Research Interests: Nonparametric Inference, High Dimensional Inference, Functional Data Analysis, Kernel Methods, Theory of Resampling Methods, Statistical Machine Learning
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Prateek Bansal
Assistant Professor
Courtesy Appointment
Research Interests: Discrete Choice Models, Approximate Bayesian Inference, Modelling Eye-tracking and Neural Data, Cognitive Psychology, Data fusion
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Daniel Bartl
Assistant Professor
Joint Appointment
Research Interests: Data Science, High-dim Stats, Optimal Transport, Probability, Quantitative Finance
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Bhaswar Bikram Bhattacharya
Professor
Provost's Chair (2026-2029)
Research Interests: Nonparametric Statistics, Inference on Networks, Combinatorial Probability, Statistical Learning, Discrete and Computational Geometry
Cao Qi
Associate Professor (Practice Track)
Research Interests: Computational Intelligence for Data Analytics, Software Engineering Education, and Technology Enhanced Learning with VR/AR
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Bibhas Chakraborty
Associate Professor
Courtesy Appointment
bibhas.chakraborty@duke-nus.edu.sg
Research Interests: Dynamic Treatment Regimes, Design of Adaptive Clinical Trials, Mobile Health Causal Inference, Statistical Learning and Biomedical Data Science
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Chen Ying
Associate Professor
Courtesy Appointment
Research Interests: Quantitative Finance, Risk Management, Local Parametric Estimation, Independent Component Analysis, Heavy-tailed Distribution
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Chen Hsiao Yun, Louis
Emeritus Professor
Research Interests: Probability, Stein’s method, probabilistic number theory
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Chen Zehua
Emeritus Professor
Research Interests: General Statistical Methodology, Statistical Genetics, Microarray Analysis
Chia Hui Teng
Senior Lecturer
Research Interests: Statistical literacy, Sense-making, Visual Analytics
Choi Kwok Pui
Emeritus Professor
Research Interests: Computational Biology, Poisson Approximation
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Michael Choi
Assistant Professor
Research Interests: Markov processes, stochastic algorithms, statistical physics, applied probability, stochastic optimization and information theory
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Chua Alvin J. K.
Assistant Professor
Courtesy Appointment
Research Interests: Gravitational-wave astrophysics and data analysis; data science and machine learning; applied and computational statistics
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Afiq Daniel
Lecturer
Research Interests: Statistical Pedagogy, Statistical Literacy, and Quantitative Reasoning
Maria De Iorio
Professor
Courtesy Appointment
Research Interests: Bayesian statistics, Bayesian nonparametrics, Biostatistics and Computational methods
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Subhroshekhar Ghosh
Associate Professor
Dean's Chair
Courtesy Appointment
Research Interests: Stochastics, including problems from mathematical statistics and the math of data
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Alexander Giessing
Assistant Professor
Research Interests: High-dimensional Statistics, Gaussian and Bootstrap Approximations, Analysis of missing/incomplete Data, Quantile Regression, Semiparametric Inference, and Empirical Process Theory
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Jonathan Goeke
Adjunct Associate Professor
Genome Institute of Singapore, A*STAR, Group Leader
Research Interests: Methods development and analysis of third generation long read transcriptomics data
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Vikneswaran S/O Gopal
Associate Professor (Educator Track)
Assistant Head
Research Interests: Tools and techniques for teaching, Simulation techniques
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Creighton Heaukulani
Adjunct Senior Lecturer
MOH Office for Healthcare Transformation, Principal Data Scientist
Research Interests: Bayesian machine learning
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Huang Dongming
Assistant Professor
Research Interests: High-dimensional Statistics, Statistical Learning, Bayesian Statistics
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Huang Yuting
Lecturer
Research Interests: Applied econometrics and international trade
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Jiang Qian
Adjunct Senior Lecturer
Standard Chartered Bank, Director, Algorithmic Trading Quant
Research Interests:
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Kampman Onno
Adjunct Lecturer
MOH Office for Healthcare Transformation (MOHT), Singapore
AI Scientist
Research Interests: Natural Language Processing (NLP), Digital Mental Health
Khew Yu Ting Joanne
Adjunct Senior Lecturer
Eastspring Investments Singapore, Head of Sustainability
Research Interests: ESG investment, Sustainable finance, ESG data, Climate and Transition Data, Sustainability-related market mechanisms.
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Markus Kirchberg
Associate Professor (Practice Track)
Research Interests: Data and ML pipeline provenance; applied AI in RegTech, SupTech, and EdTech
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Anthony Kuk Yung Cheung
Emeritus Professor
Research Interests: Analysis of Clustered and Longitudinal Data, Monte Carlo methods of inference, Survival Analysis, Survey Sampling, Missing Data Problems
Lee Joon Sern
Adjunct Senior Lecturer
Ensign InfoSecurity, Vice President (Machine Learning and Cloud Research)
Research Interests: Real world applications of AI
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Li Jialiang
Professor
Research Interests: AI; Biostatistics; Change point; Diagnostic medicine; Instrumental variable; Network; Personalized medicine; Statistical learning
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Li Cheng
Associate Professor
Assistant Head
Dean's Chair (2025-2028)
Research Interests: Scalable Bayesian methods, Bayesian nonparametrics, Quasi-Bayesian inference, High dimensional modeling
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Li Jinzhou
Assistant Professor
NUS Presidential Young Professor
Research Interests: Causality, Selective Inference, Statistical Genetics
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Lim Tiong Wee
Associate Professor (Educator Track)
Associate Dean (Undergraduate Studies)
Research Interests: Application of Math/Probability to finance, Stochastic Control
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Valerie Lim
Adjunct Instructor
Apple, Data Solutions Lead
Research Interests: Fraud detection, Risk management, Sense-making
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Lin Zhenhua
Associate Professor
Dean's Chair (2026-2029)
Research Interests: Functional, Non-Euclidean, High-Dimensional Data Analysis
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Loh Wei Liem
Emeritus Professor
Research Interests: Statistics, Applied Probability
Loke Chok Kang
Adjunct Associate Professor
Civil Service College, Chief Data Officer
Research Interests:
Nick Luo Wuqiong
Adjunct Senior Lecturer
American Express, Data Science Director
Research Interests: Natural Language Processing (NLP), Generative AI (GenAI), Retrieval-Augmented Generation (RAG), LLM Evaluation, AI Governance
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Swapnil Mishra
Assistant Professor
Courtesy Appointment
Research Interests: Infectious Disease Modelling, Hierarchical Bayesian Modelling, Renewal Processes, Stochastic Point Processes, Generative Deep Learning, Online Information Diffusion, Bayesian Phylogenetics
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Somabha Mukherjee
Assistant Professor
Research Interests: Non-parametric testing and variable selection, high-dimensional central limit theorems, shape-restricted regression, inference in Markov random fields, random graphs and statistical physics
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David John Nott
Associate Professor
Deputy Head
Research Interests: Bayesian Model Selection, Bayesian Nonparametrics, Hierarchical Models, Markov Chain Monte Carlo, Spatio-temporal Modelling
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Pham Thi Kim Cuc
Senior Lecturer
Research Interests: Empirical likelihood, Markov Chain Monte Carlo, Approximate Bayesian Computation, Statistical Pedagogy
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Alex R Cook
Professor
Courtesy Appointment
Research Interests: Bayesian inference, Statistical modelling of infectious diseases and ecological processes, Design of experiments
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Adrian Roellin
Professor
Research Interests: Stein’s Method and Applications, Mathematical Modeling of Infectious Diseases
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Lahiry Samriddha
Visiting Fellow
Research Interests: High-Dimensional Statistics, Exact Asymptotics, Nonparametric Estimation, Quantum Statistical Inference
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Shen Shuting
Assistant Professor
Research Interests: High-dimensional inference with applications in modern data science, Distributed and Federated Data Analysis
Sun Baoluo
Assistant Professor
Research Interests: Causal Inference, Missing Data, Statistical Learning
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Tan Tian Huat
Adjunct Associate Professor
American Express, Director of Data Science
Research Interests: Data Science, Artificial Intelligence
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Tan Siew Li, Linda
Assistant Professor
Research Interests: Bayesian statistics, variational approximation and stochastic optimization methods, statistical network modelling
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Tan Yan Shuo
Assistant Professor
Research Interests: Tabular foundation models, AI for science, interpretable machine learning, agentic data science
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Teo Yik Ying
Professor
Joint Appointment
Research Interests: Statistical Genetics, Genomewide Association Studies
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Alexandre Hoang Thiery
Associate Professor
Research Interests: Monte Carlo methods, Computational Statistics, Inverse problems, Data Assimilation, Machine Learning
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Toh Kim Chuan
Provost’s Chair Professor
Courtesy Appointment
Research Interests: Scientific Computing, Numerical Optimization
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Akash Verma
Adjunct Lecturer
Forest Carbon Pte Ltd
Senior Expert-Climate Technical
Research Interests: Carbon Sequestration in Natural Ecosystems, Agriculture-forest Dynamics, Technology for Biodiversity Conservation
Wang Wanjie
Assistant Professor
Research Interests: High-dimensional Statistical Inference, Sparse and Weak Signals Inference; Statistical Learning Theory, Matrix Recovery; Methodology on Genetics and Genomics Random Matrix Theory
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Geraldine Wong
Adjunct Associate Professor
GXS Bank, Chief Data Officer
Research Interests:
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Xia Yingcun
Professor
Deputy Head
Research Interests: Semiparametrics, Nonlinear time series, Epidemic Modelling, Dimension Reduction Space
Yang Dong
Adjunct Associate Professor
American Express
Vice President - Data Science
Research Interests: Natural Language Processing, Recommendation System, Computational Ads
Yao Zhigang
Associate Professor
Research Interests: Interaction Between Statistics and Geometry, Non-Euclidean Statistics
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Yap Von Bing
Associate Professor
Research Interests: Computational Biology, Molecular Evolution, Phylogenetics, Sequential Analysis, Quantitative Reasoning
Yu Tao
Associate Professor
Research Interests: Neuroinformatics, Bioinformatics and Biostatistics, Statistical Inference for High-Dimensional Model, Non- and Semi-parametric Estimation & Inference
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Zhang Jin-Ting
Professor
Research Interests: Nonparametric Regression and Density Estimation, Functional Data Analysis and Longitudinal Data Analysis, Nonparametric Mixed-effects Models for Longitudinal Data
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Zhang Yao
Assistant Professor
NUS Presidential Young Professor
Research Interests: Predictive Inference, Causal Inference, Machine Learning, Artificial Intelligence, Physical and Biomedical Data Science
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Zhao Jingyuan
Adjunct Associate Professor
Great Eastern, Group Chief Data Officer
Research Interests:
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Zhou Wang
Professor
Research Interests: Brownian motion, Stochastic Loewner Evolution
Zhou Doudou
Assistant Professor
Research Interests: Statistical Foundations of AI, Machine Learning, Large Language Models and Agentic AI, Multimodal Learning and Inference, Electronic Health Records and Biomedical Data Science, High-Dimensional and Non-Euclidean Data Analysis, Reinforcement Learning and Sequential Decision Making
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