Functional Data Analysis, Biostatistics, Complex Data Analysis, Incomplete Data Analysis
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
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
Stochastic Analysis, Stochastic Partial Differential Equations, Stochastic Filtering and Control, Financial Mathematics, Biomathematics
Visual Surveillance, Object Recognition, Image Processing, Medical imaging, Machine Learning