Yan-Ying Chen

schoolToyota Research Institutebar_chart#4783 Global Rank

Total Papers

HCI Rank

#4783

Research Areas

Years Active

Recent Publications

BioSpark: Beyond Analogical Inspiration to LLM-augmented Transfer

We present BioSpark, a system for analogical innovation designed to act as a creativity partner in reducing the cognitive effort in finding, mapping, and creatively adapting diverse inspirations. While prior approaches have focused on initial stages of finding inspirations, BioSpark uses LLMs embedded in a familiar,…

CHI '255th+ AuthorGenerative AI (Text, Image, Music, Video) +2

Inkspire: Supporting Design Exploration with Generative AI through Analogical Sketching

With recent advancements in the capabilities of Text-to-Image (T2I) AI models, product designers have begun experimenting with them in their work. However, T2I models struggle to interpret abstract language and the current user experience of T2I tools can induce design fixation rather than a more iterative, explorator…

UIST '243rd AuthorEye Tracking & Gaze Interaction +2

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…

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