Asymptotic Theory of Probability and Statistics, Self-Normalized Limit Theory, Stein's Method, High-Dimensional Statistical Analysis

Probability and Statistics, Machine Learning and Data Mining, Financial Economics

Functional Data Analysis, Biostatistics, Complex Data Analysis, Incomplete Data Analysis

Biostatistics, Computational Statistics, Social Statistics

Artificial Intelligence and Large Models, Big Data Analysis and Extraction, Incomplete Data Completion, Smart City

Sufficient Dimension Reduction, Variable Selection, High-Dimensional Statistical Analysis, Complex Data Analysis

Big data, Complex networks, Graph Neural network, Social media

Quantile Regression, Model Selection/Variable Selection, High-Dimensional Statistical Inference, Financial and Econometric Statistics, Transfer Learning

High-Dimensional Statistical Analysis, Random Matrix Theory, Time Series Analysis, Machine Learning

Limit Theory of Probability, Stein's Method, Random Graphs

Natural Language Processing, Large Language Models, Multimodal AI

Computational Statistics, Bayesian Statistics, Markov Chain Monte Carlo Algorithms, Evolutionary Genetics, Statistical Genetics

Online Learning, Reinforcement Learning, Machine Learning

Computational Social Science, Network Science, Data Science, Science of Science

Financial econometrics, time series analysis, network analysis, high-dimensional statistics analysis

Scientific Computing, Image Processing, Interdisciplinary Mathematical Modeling, Compressed Sensing, Convex and Nonconvex Optimization, Medical Imaging, Machine Learning, Numerical Linear Algebra

Machine Learning, Deep Learning, Reliable Artificial Intelligence

Evolutionary Simulation, Reinforcement Learning, Multi-agent System, AI+Securities Finance

Statistical Machine Learning, Network Analysis, Causal Inference, Psychometrics