Invited talks 

Deep Neural Network for Functional Graphical Models Structure Learning

Multi-class Classification for Complex Functional Data with Simultaneous Feature Selection

Deep Neural Network for Functional Graphical Models Structure Learning

Advancing Functional Data Analysis with Deep Learning

Deep Neural Network for Functional Graphical Models Structure Learning

The Many Approaches to De-Biasing AI Training Data: How are they chosen? / Overview of AI Software Stack

Advancing Functional Data Analysis with Deep Learning

Inference for Quantile Mediation Effects in the Presence of Complex Confounding via Deep Neural Networks

Leveraging an AI Approach for Estimation and Inference on High-dimensional Mediation Analysis for Selecting DNA Methylation Loci Mediating Childhood Trauma and Cortisol Stress Reactivity 

     Inference on High-dimensional Mediation Analysis with Convoluted Confounding via Deep Neural Networks

     Subgroups and Multiple Changepoints Detection of Natural Disease History for Huntington’s Disease

     High-dimensional Mediation Analysis via Deep Neural Networks

     Quantile Mediation Analysis with Convoluted Confounding Effects via Deep Neural Networks

      High-dimensional Mediation Analysis via Deep Neural Networks

     Multiclass Classification for Multidimensional Functional Data through Deep Neural Networks

     Multiclass Classification for Multidimensional Functional Data through Deep Neural Networks

     High-dimensional Quantile Mediation Analysis via Deep Neural Networks

     Optimal Classification for Functional Data

Optimal Classification for Functional Data

     Functional Data Regression via Deep Neural Networks

Estimation of the Mean Function of Functional Data via Deep Neural Networks

Estimation of the Mean Function of Functional Data via Deep Neural Networks

Empirical Likelihood Ratio Tests for Varying Coefficient Geo Models

Service

ENAR Invited Session, Mar 2026

Statistical Foundations for Trustworthy AI in Biomedical Data Analysis 

ENAR Invited Session, Mar 2025

Interdisciplinary Innovations in Biomedical Data Analysis