Research

Ongoing Projects

  • Addressing Health Disparities in Heart Transplant through Fair
    AI/ML Approaches
    Sponsor: NIH AIMAHEAD Program

  • III: Collaborative Research: Towards Robust and Human-aligned Deep
    Learning for Medical Sensor Time Series
    Sponsor: National Science Foundation

  • CAREER: Exploring and Exploiting Data-Centric Modeling for Fairness
    in Machine Learning
    Sponsor: National Science Foundation

  • III: Medium: Collaborative Research: Towards Effective Interpretation of
    Deep Learning: Prediction, Representation, Modeling and Utilization
    Sponsor: National Science Foundation

  • III: Medium: Collaborative Research: Effective Detection and Mitigation
    for Shortcut Learning
    Sponsor: National Science Foundation

Completed Projects

  • FAI: Towards Fairness in Deep Neural Networks with Learning Interpretation
    Sponsor: National Science Foundation

  • Binder Jet Additive Manufacturing with Granulated Ceramic Powders (Data Science Supplement)
    Sponsor: National Science Foundation

  • Fraud Detection with Large-scale and Heterogeneous Data
    Sponsor: General Motors

  • X-grant: Disaster City Digital Twin: Integrating Machine and Human Intelligence to Augment Flood Resilience
    Sponsor: Texas A&M University