About Me

I am an Assistant Professor in the School of Psychology at Georgia Tech. I received my Ph.D. in Industrial & System Engineering from the University of Wisconsin–Madison. I direct the Hybrid Intelligence Lab (HI lab), where we study the interaction of human and machine intelligence. Specifically, we understand, predict, and shape human-AI communication, social cooperation , and long-term coevolution in safety-critical environments.

I am actively looking for Ph.D. students, master, and undergraduate researchers. Learn more.

Research

Communication

I aim to measure and manage trust in the human-AI conversation using the explainable machine learning models.

Cooperation

I adopt experimental design, game theory, and cognitive modeling, and simulation approaches to study goal alignment process in the human-AI cooperation.

Coevolution

I applied novel approaches, such as trajectory epistemic network analysis, to model the temporal aspects of trust dynamics in long-term human-AI symbiosis.

Publication

• Measuring trust: A text analysis approach to compare, contrast, and select trust questionnaires

  2023A Alsaid, M Li, EK Chiou, J Lee

• You Cooperate, I Reciprocate: Well-Being and Trust in Automated Vehicles

  2023M Li, S Mehrotra, K Akash, T Misu, JD Lee

• Explaining Trust Divergence: Bifurcations in a Dynamic System

  2023M Li, SI Noejovich, EV Cross, JD Lee

• Tossing Your Tylenol: Supporting Sustainable Behavior in Medication Disposal Through Label Design

  2023V Renata, J Parker, S Loganathar, AV Kamaraj, M Li

• It’s Not Only What You Say, But Also How You Say It: Machine Learning Approach to Estimate Trust from Conversation

  2023M Li, IM Erickson, EV Cross, J Lee

• Modeling Trust Dimensions and Dynamics in Human-Agent Conversation: A Trajectory Epistemic Network Analysis Approach

  2023M Li, AV Kamaraj, J Lee

• Drivers’ Glance Behavior During Driver-Initiated Overrides of Level 2 Driving Automation: A Comparison Between Intentional and Unintentional Overrides

  2023J Lee, AV Kamaraj, M Li, J Domeyer, H Toyoda, JD Lee

• Measure and Manage Trust in Human-AI Conversations

  2023M Li

• Modeling Goal Alignment in Human-AI Teaming: A Dynamic Game Theory Approach

  2022M Li, JD Lee

• Estimating Trust in Conversational Agent with Lexical and Acoustic Features

  2022M Li, IM Erickson, EV Cross, JD Lee

• A Data Analytics Approach to Persona Development for the Future Mobile Office

  2021AV Kamaraj, A Katrahmani, M Li, JD Lee

• Defining a design space of the auto-mobile office: a computational abstraction hierarchy analysis

  2021M Li, A Katrahmani, AV Kamaraj, JD Lee

• Towards a Conversational Measure of Trust

  2020M Li, A Alsaid, SI Noejovich, EV Cross, JD Lee

• Trust in Voice: A Three-Level Conversational Analysis to Measure Trust in Virtual Assistants

  2020JD Lee, M Li

• No risk no trust: Investigating perceived risk in highly automated driving

  2019M Li, BE Holthausen, RE Stuck, BN Walker

• Invited Editorial: Professors' Research Expectations for Admission to Psychology Graduate Programs.

  2019JL Hughes, M Li, ER McDonnell, EV Engsberg, CS Goss