X. Jessie Yang

schoolUniversity of Michiganbar_chart#2643 Global Rank

Total Papers

HCI Rank

#2643

Research Areas

Years Active

Recent Publications

"Should I Rely on You or the AI?" Leaders' Trust and Perceptions in Mixed Human-AI Teams

Artificially intelligent agents are increasingly moving beyond decision-support roles to become teammates, creating novel team configurations beyond traditional human-AI dyads. One such configuration is a hierarchical team, where a human leader directs both human and agent subordinates. This raises key questions about…

IUI '254th AuthorExplainable AI (XAI)

Conversational Explanations: Discussing Explainable AI with Non-AI Experts

Explainable AI (XAI) aims to provide insights into the decisions made by AI models. To date, most XAI approaches provide only one-time, static explanations, which cannot cater to users' diverse knowledge levels and information needs. Conversational explanations have been proposed as an effective method to customize X…

HRI '24CorrespondingHuman-LLM Collaboration +2

Evaluating the Impact of Personalized Value Alignment in Human-Robot Interaction: Insights into Trust and Team Performance Outcomes

This paper examines the effect of real-time, personalized alignment of a robot’s reward function to the human’s values on trust and team performance. We present and compare three distinct robot interaction strategies: a non-learner strategy where the robot presumes the human’s reward function mirrors its own; a non-ad…

AUTO_UI '21CorrespondingAutomated Driving Interface & Takeover Design +2

Designing Alert Systems in Takeover Transitions: The Effects of Display Information and Modality

In conditionally automated driving, in-vehicle alert systems can provide drivers with information to assist their takeovers from automated driving. This study investigated how display modality and information influenced drivers' acceptance of the in-vehicle alert systems under different event criticality situations. W…

AUTO_UI '19CorrespondingAutomated Driving Interface & Takeover Design +1

From Manual Driving to Automated Driving: A Review of 10 Years of AutoUI

Abstract: This paper gives an overview of the ten-year development of the papers presented at the International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutoUI) from 2009 to 2018. We categorize the topics into two main groups, namely, manual driving-related research and auto…

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