helpResearch questionUI, 3D, and Visual Design Assistance
How can large language models (LLM) efficiently integrate user requirements (e.g., user stories) with GUI design prototypes?Direction: Creativity, Design, and Generative Making
UI, 3D, and Visual Design Assistance
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2025
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44 items
helpResearch questionUI, 3D, and Visual Design Assistance
Can GUI component generation based on user stories significantly improve prototype design accuracy and efficiency?helpResearch questionUI, 3D, and Visual Design Assistance
How effective is automatic user story generation from GUI prototypes?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers and product managers frequently switch tools and struggle with inefficient requirement synchronization.helpResearch questionUI, 3D, and Visual Design Assistance
How can an interactive font generation system be designed for non-expert users without requiring predesigned character samples?helpResearch questionUI, 3D, and Visual Design Assistance
How do multimodal inputs (e.g., text, images, font files) enhance font design efficiency and user sense of control?helpResearch questionUI, 3D, and Visual Design Assistance
How can style propagation simplify large character set design while maintaining font style consistency?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Non-expert users struggle to design personalized fonts for large character sets.helpResearch questionUI, 3D, and Visual Design Assistance
How can LLMs such as GPT-4 support the full analogy inspiration process from discovery to transformation?helpResearch questionUI, 3D, and Visual Design Assistance
How can diverse biological inspirations be effectively generated and presented in design?helpResearch questionUI, 3D, and Visual Design Assistance
What tools and interface designs can reduce cognitive load in transforming analogy inspiration?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers struggle to transform inspiration from discovery into actual design solutions.helpResearch questionUI, 3D, and Visual Design Assistance
How can multimodal large language models (e.g., GPT-4o) directly extract semantic information from UI designs?helpResearch questionUI, 3D, and Visual Design Assistance
How effective is the semantic-driven UI retrieval system (e.g., S&UI) at meeting designers' functional and emotional search needs?helpResearch questionUI, 3D, and Visual Design Assistance
Where do existing methods fall short compared with design search tools integrating visual and semantic information?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers lack tools supporting functional and emotional semantics in UI inspiration search.helpResearch questionUI, 3D, and Visual Design Assistance
How can carbon nanomaterial conductive paint enable low-cost, rapid prototyping of heating devices?helpResearch questionUI, 3D, and Visual Design Assistance
How does carbon nanomaterial conductive paint perform in thermal control and stiffness adjustment compared with traditional technologies?helpResearch questionUI, 3D, and Visual Design Assistance
How can carbon nanomaterial heating paint support interactive interface design with complex shapes and multi-zone thermal control?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers struggle to prototype complex shapes and multi-zone heating devices with low-cost technology.helpResearch questionUI, 3D, and Visual Design Assistance
How can large language models generate and explore multiple dimensions of design space?helpResearch questionUI, 3D, and Visual Design Assistance
How can structured approaches help users systematically explore diversity in generated content?helpResearch questionUI, 3D, and Visual Design Assistance
How can users be prevented from prematurely focusing on a single idea when generating creative content?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Users interacting with language models tend to focus prematurely and lack systematic exploration of creative possibilities.helpResearch questionUI, 3D, and Visual Design Assistance
Can large language models such as GPT-4 be used for heuristic automatic evaluation of UI prototypes and generate specific actionable design feedback?helpResearch questionUI, 3D, and Visual Design Assistance
How can JSON-represented UI structures support large language models in semantic analysis and hierarchical evaluation of complex interfaces?helpResearch questionUI, 3D, and Visual Design Assistance
How can designers dynamically optimize AI-generated feedback results through plugin interaction?lightbulbPractical problemUI, 3D, and Visual Design Assistance
UI designers struggle to obtain fast and high-quality design evaluation and feedback.helpResearch questionUI, 3D, and Visual Design Assistance
How can flexible visual style transfer of vector graphics be achieved while preserving existing design structures?helpResearch questionUI, 3D, and Visual Design Assistance
How can user interaction enhance the flexibility and efficiency of vector graphics style transfer tools?helpResearch questionUI, 3D, and Visual Design Assistance
How can real-time visual feedback improve the style transfer experience in vector graphics design?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers struggle to efficiently unify or adjust vector graphics design styles.helpResearch questionUI, 3D, and Visual Design Assistance
How can StyleGAN generate design inspiration in UI design that is both goal-directed and serendipitous?helpResearch questionUI, 3D, and Visual Design Assistance
How can inspiration tools balance diversity and relevance?helpResearch questionUI, 3D, and Visual Design Assistance
Can generative adversarial networks effectively mitigate fixation and drift in UI design?lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers are easily affected by design drift or fixation when seeking inspiration, limiting innovation.helpResearch questionUI, 3D, and Visual Design Assistance
How can source design layouts be automatically transformed into specification-compliant target layouts?IUI '21Interactive Layout Transfer
helpResearch questionUI, 3D, and Visual Design Assistance
How can differences between layouts be effectively quantified without explicit one-to-one mappings?IUI '21Interactive Layout Transfer
helpResearch questionUI, 3D, and Visual Design Assistance
How can specification-compliant layout generation be supported during designers' interactive optimization?IUI '21Interactive Layout Transfer
lightbulbPractical problemUI, 3D, and Visual Design Assistance
Designers struggle to quickly generate interface layouts that are both aesthetically pleasing and specification-compliant.IUI '21Interactive Layout Transfer
helpResearch questionUI, 3D, and Visual Design Assistance
Why do existing text-query-based UI design example retrieval tools perform poorly in relevance?helpResearch questionUI, 3D, and Visual Design Assistance
How can deep learning and object detection improve UI design example retrieval performance?helpResearch questionUI, 3D, and Visual Design Assistance
How can design examples with similar structure and content be retrieved more efficiently from input UI images?lightbulbPractical problemUI, 3D, and Visual Design Assistance
UI designers struggle to find structurally relevant design inspiration through existing tools.Related papers
CHI 2025
Closing the Loop between User Stories and GUI Prototypes: An LLM-Based Assistant for Cross-Functional Integration in Software Development
Felix Kretzer, Kristian Kolthoff, Christian Bartelt
CHI 2025
FontCraft: Multimodal Font Design Using Interactive Bayesian Optimization
Yuki Tatsukawa, I-Chao Shen, Mustafa Doga Dogan
CHI 2025
BioSpark: Beyond Analogical Inspiration to LLM-augmented Transfer
Hyeonsu B Kang, David Chuan-En Lin, Yan-Ying Chen
CHI 2025
Leveraging Multimodal LLM for Inspirational User Interface Search
Seokhyeon Park, Yumin Song, Soohyun Lee
CHI 2024
Painting Inferno: Novel Heat and Stiffness Control Methods with Carbon Nanomaterial Conductive Heating Paint
Yutaka Tokuda, Tatsuya Kobayashi
CHI 2024
Luminate: Structured Generation and Exploration of Design Space with Large Language Models for Human-AI Co-Creation
Sangho Suh, Meng Chen, Bryan Min
CHI 2024
Generating Automatic Feedback on UI Mockups with Large Language Models
Peitong Duan, Jeremy Warner, Yang Li
UIST 2023
Interactive Flexible Style Transfer for Vector Graphics
Jeremy Warner, Kyu Won Kim, Bjoern Hartmann
CHI 2022
GANSpiration: Balancing Targeted and Serendipitous Inspiration in User Interface Design with Style-Based Generative Adversarial Network
Mohammad Amin Mozaffari, Xinyuan Zhang, Jinghui Cheng
IUI 2021
Interactive Layout Transfer
Niraj Ramesh Dayama, Simo Santala, Lukas Brückner
CHI 2021
VINS: Visual Search for Mobile User Interface Design
Sara Bunian, Kai Li, Chaima Jemmali
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