Matthew L Lee

schoolToyota Research Institutebar_chart#4579 Global Rank

Total Papers

HCI Rank

#4579

Research Areas

Years Active

Recent Publications

VIME: Visual Interactive Model Explorer for Identifying Capabilities and Limitations of Machine Learning Models for Sequential Decision-Making

Ensuring that Machine Learning (ML) models make correct and meaningful inferences is necessary for the broader adoption of such models into high-stakes decision-making scenarios. Thus, ML model engineers increasingly use eXplainable AI (XAI) tools to investigate the capabilities and limitations of their ML models befo…

CHI '231st AuthorEV Charging & Eco-Driving Interfaces

Understanding People's Perception and Usage of Plug-in Electric Hybrids

Electrification is an important first step toward reducing the greenhouse emissions of passenger vehicles. However, how drivers drive, charge, and operate their electrified vehicles can have a large impact on their emissions, particularly for Plug-in Hybrid Electric vehicles (PHEVs) that combine all-electric driving w…

CHI '222nd AuthorHuman-LLM Collaboration +1

You Complete Me: Human-AI Teams and Complementary Expertise

People consider recommendations from AI systems in diverse domains ranging from recognizing tumors in medical images to deciding which shoes look cute with an outfit. Implicit in the decision process is the perceived expertise of the AI system. In this paper, we investigate how people trust and rely on an AI assistant…

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