Shiye Cao

schoolJohns Hopkins Universitybar_chart#2638 Global Rank

Total Papers

HCI Rank

#2638

Research Areas

Years Active

Recent Publications

Voice Assistants for Health Self-Management: Designing for and with Older Adults

Supporting older adults in health self-management is crucial for promoting independent aging, particularly given the growing strain on healthcare systems. While voice assistants (VAs) hold the potential to support aging in place, they often lack tailored assistance and present usability challenges. We addressed these…

CSCW '241st AuthorSession 3e: Trusting the Machine: Fake News. AI Decision-Making, and Auditing

Designing for Appropriate Reliance: The Roles of AI Uncertainty Presentation, Initial User Decision, and User Demographics in AI-Assisted Decision-Making

Appropriate reliance is critical to achieving synergistic human-AI collaboration. For instance, when users over-rely on AI assistance, their human-AI team performance is bounded by the model's capability. This work studies how the presentation of model uncertainty may steer users' decision-making toward fostering appr…

CSCW '231st AuthorHuman AI Collaboration I

How Time Pressure in Different Phases of Decision-Making Influences Human-AI Collaboration

Human cognitive and decision-making abilities depreciate under pressure, motivating the emergence of artificial intelligence (AI) systems as decision support tools to assist people in performing tasks under stress. In this work, we study human decision-making behavior and task performance under time pressure---induced…

HRI '232nd AuthorAI Ethics, Fairness & Accountability +1

"What If It Is Wrong": Effects of Power Dynamics and Trust Repair Strategy on Trust and Compliance in HRI

Robotic systems designed to work alongside people are susceptible to technical and unexpected errors. Prior work has investigated a variety of strategies aimed at repairing people's trust in the robot after its erroneous operations. In this work, we explore the effect of post-error trust repair strategies (promise an…

CSCW '221st AuthorAlgorithmic Decision-making; Algorithmic Decision-making

Understanding User Reliance on AI in Assisted Decision-Making

Proper calibration of human reliance on AI in assisted decision-making is fundamental to achieving complementary performance in human-AI collaboration. Most previous works focused on assessing user reliance, and more broadly trust, retrospectively, through user perceptions and task-based measures. In this work, we exp…

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