Publications
View all publications on Google Scholar2026
Human learning dynamics during teleoperation of surgical robots
Y Huang, Y Cai, M Li, Y Chen, RC Wilson
Confidence Amplification in Human–AI Moral Decision-Making
M Li, T Patten, N Lekhi, A Alsaid
Identifying Latent Processes in Multi-Modal Physiological Signals for Team Performance: An Exploratory Structural Equation Modeling Approach
E Rojas, M Lyu, M Li, B Bracken, N Cooke, P Desrochers, J Gorman, ...
Predicting Trust Contagion via Gaze Allocation in Multi-Human-AI Teams
E Rojas, M Li
Trust Contagion and Transfer in Multi-Human Multi-Unmanned Aerial Vehicle (UAV) Teams
DY Hsu, T Kessler, E Weldon, M Li
Effects of Interoceptive Inference in Mixed-Motive Human-Robot Teams
T Patten, M Li
Autonomous Trucking Technology, Existence Acceptance, and Regulatory Preferences of Road Users: A Driving Simulation Approach
MS Kim, S Liu, S Pérez-Guzmán, M Li, T Encarnación
Co-Designing Autonomous Vehicle Interfaces to Mimic a Trusted Human Driver
H Yang, Y Wang, T Purdy, W Li, M Li
Purpose outweighs performance: Trust drops more when AI teammates fail to cooperate, but explanations can repair it
M Li, JD Lee
Driving Like an Experienced, Well-behaved Human Driver: Enhancing Trust in Autonomous Vehicles through Social and Spatial Interactions
H Yang, Y Wang, W Li, M Li, T Purdy
Creativity Is Not an Outcome: A Process-Based Framework for Mapping Individual Creative Contributions in Human–LLM Collaboration
N Lekhi, T Patten, P Patil, M Li, A Alsaid
2025
Bio-behavioral Team Dynamics Measurement System: Multimodal Sensing, Dynamical Systems Modeling, and Machine Learning Pipelines to Predict and Characterize Team Performance.
GA Yadav, BK Bracken, NJ Cooke, P Desrochers, JC Gorman, ...
Physiological synchrony as a predictor of team performance: A machine learning approach
M Li, E Rojas, B Bracken, N Cooke, P Desrochers, J Gorman, L Huang, ...
Explaining Social Influences in Human-Human-AI Teams: Convergence From Grounded Theory and Structural Topic Modeling
T Patten, S Kim, E Rojas, M Li
Less Trust, More Mirroring Words: Lexical Alignment as a Response to Uncertainty in Human-AI Teams
M Li, E Rojas
Interpersonal influence matters: Trust contagion and repair in human-human-AI team
E Rojas, D Hsu, J Huang, M Li
BioTDMS: A Multi-Sensor and Data-driven System for Real-Time Team Performance Assessment
E Zahmat Doost, JC Gorman, X Yin, S Zhou, GA Yadav, N Cooke, ...
2024
What's beyond safety? Workshop on promoting well-being for mobility users in future hybrid societies
S Mehrotra, M Li, K Akash
Trust is Contagious: Social Influences in Human-Human-AI Team
E Rojas, M Li
It’s Not Only What You Say, But Also How You Say It: Machine Learning Approach to Estimate Trust from Conversation
M Li, IM Erickson, EV Cross, J Lee
Modeling Trust Dimensions and Dynamics in Human-Agent Conversation: A Trajectory Epistemic Network Analysis Approach
M Li, AV Kamaraj, J Lee
2023
Measuring trust: A text analysis approach to compare, contrast, and select trust questionnaires
A Alsaid, M Li, EK Chiou, J Lee
You cooperate, i reciprocate: Well-being and trust in automated vehicles
M Li, S Mehrotra, K Akash, T Misu, JD Lee
Explaining trust divergence: Bifurcations in a dynamic system
M Li, SI Noejovich, EV Cross, JD Lee
Tossing your Tylenol: supporting sustainable behavior in medication disposal through label design
V Renata, J Parker, S Loganathar, AV Kamaraj, M Li
Drivers’ Glance Behavior During Driver-Initiated Overrides of Level 2 Driving Automation: A Comparison Between Intentional and Unintentional Overrides
J Lee, AV Kamaraj, M Li, J Domeyer, H Toyoda, JD Lee
Measure and manage trust in human-AI conversations
M Li
2022
Modeling Goal Alignment in Human-AI Teaming: A Dynamic Game Theory Approach
M Li, JD Lee
Estimating Trust in Conversational Agent with Lexical and Acoustic Features
M Li, IM Erickson, EV Cross, JD Lee
2021
A Data Analytics Approach to Persona Development for the Future Mobile Office
AV Kamaraj, A Katrahmani, M Li, JD Lee
Defining a design space of the auto-mobile office: a computational abstraction hierarchy analysis
M Li, A Katrahmani, AV Kamaraj, JD Lee
2020
Towards a Conversational Measure of Trust
M Li, A Alsaid, SI Noejovich, EV Cross, JD Lee
Trust in Voice: A Three-Level Conversational Analysis to Measure Trust in Virtual Assistants
JD Lee, M Li
2019
No risk no trust: Investigating perceived risk in highly automated driving
M Li, BE Holthausen, RE Stuck, BN Walker
Invited Editorial: Professors' Research Expectations for Admission to Psychology Graduate Programs.
JL Hughes, M Li, ER McDonnell, EV Engsberg, CS Goss