Angela Chen specializes in Human-Centered Artificial Intelligence (HAI), focusing on Human-AI Interaction. She is passionate about developing technologies that enhance human well-being. Her current work centers on creating AI agents to make mental health services more accessible.

Education

University of Illinois at Urbana-Champaign

Master of Science in Statistics

Bachelor of Science in Statistics

Computational Genomics Fellow @ National Center for Supercomputing Applications

Recent Publications and Projects

  • Generative AI in Healthcare

    Generalized Prompt Tuning: Adapting Frozen Univariate Time Series Foundation Models for Multivariate Healthcare Time Series

  • Generative AI Algorithm

    Generalized Prompt Tuning: How to Use a Frozen Pre-Trained Univariate Time Series Foundation Model for Multivariate Time Series Prediction

  • Trustworthy AI Algorithm

    Data-Driven Discovery of Design Specifications (to Evaluate a Machine Learning Model’s Trustworthiness)

  • Human-Robot Trust User Study

    ”Do it my way!”: Impact of Customizations on Trust Perceptions in Human-Robot Collaboration

  • Home Robot System Design

    AquaBot: Assistive Drinking Robot for the Mobility-impaired

Get in Touch →

Email: angelachen-at-cmu.edu