Cindy Peng

schoolUniversity of Californiabar_chart#4174 Global Rank

Total Papers

HCI Rank

#4174

Research Areas

Years Active

Recent Publications

Large Language Models in Peer-Run Community Behavioral Health Services: Understanding Peer Specialists and Service Users’ Perspectives on Opportunities, Risks, and Mitigation Strategies

Peer-run organizations (PROs) provide critical, recovery-based behavioral health support rooted in lived experience. As large language models (LLMs) enter this domain, their scale, conversationality, and opacity introduce new challenges for situatedness, trust, and autonomy. Partnering with Collaborative Support Progr…

CHI '253rd AuthorGenerative AI (Text, Image, Music, Video) +2

DesignWeaver: Dimensional Scaffolding for Text-to-Image Product Design

Generative AI has enabled novice designers to quickly create professional-looking visual representations for product concepts. However, novices have limited domain knowledge that could constrain their ability to write prompts that effectively explore a product design space. To understand how experts explore and commun…

CHI '254th AuthorHuman-LLM Collaboration +1

Productive vs. Reflective: How Different Ways of Integrating AI into Design Workflows Affect Cognition and Motivation

An increasing number of tools now integrate AI support, extending the ability of users—especially novices—to produce creative work. While AI could play various roles within such tools, less is known about how the positioning of AI affects an individual's cognitive processes and sense of agency. To examine this relatio…

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