mlsanityData to 7 Oct 2026

Towards a Working Definition of Designing Generative User Interfaces

arXiv 2505.15049 ↗First posted 21 May 2025cs.HC cs.AIcited by 1

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Abstract (arXiv)

Generative UI is transforming interface design by facilitating AI-driven collaborative workflows between designers and computational systems. This study establishes a working definition of Generative UI through a multi-method qualitative approach, integrating insights from a systematic literature review of 127 publications, expert interviews with 18 participants, and analyses of 12 case studies. Our findings identify five core themes that position Generative UI as an iterative and co-creative process. We highlight emerging design models, including hybrid creation, curation-based workflows, and AI-assisted refinement strategies. Additionally, we examine ethical challenges, evaluation criteria, and interaction models that shape the field. By proposing a conceptual foundation, this study advances both theoretical discourse and practical implementation, guiding future HCI research toward responsible and effective generative UI design practices.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 5 of its 53 references that are in the map. First posted on arXiv 21 May 2025.

Builds on

5 of 53 references.

References · 5

  1. 2017Attention Is All You Needcited by 59,932
  2. 2021Zero-Shot Text-to-Image Generationcited by 4,276
  3. 2018Learning Implicit Fields for Generative Shape Modelingcited by 1,060
  4. 2019Unremarkable AI: Fitting Intelligent Decision Support into Critical, Clinical Decision-Making Processescited by 53
  5. 2020How Interaction Designers Use Tools to Manage Ideascited by 2

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Citing papers per year: 2026: 1.

1 paper.