Angela Chen specializes in Human-Centered Artificial Intelligence (HAI), with a focus on Human-AI Interaction. Her doctoral research centers on developing AI agents to make mental health services more accessible. She is passionate about creating technologies for human well-being.

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

  • Multi-agent Simulation of Multi-party Interaction in Therapy

    The First Known Multi-agent Framework for Training Couples Therapists

  • Adaptive Multi-session Virtual Patients

    Enhancing Mental Health Training Through Personalized Simulations

  • Foundation Models for Healthcare

    Adapting Frozen Univariate Time Series Foundation Models for Multivariate Healthcare Time Series

  • Time Series Foundation Models

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

  • Trustworthy AI Design Specifications

    Evaluating a Machine Learning Model’s Trustworthiness via Data-driven Design Specifications

  • Human-Robot Trust Design

    ”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