Understanding design collaboration between designers and artificial intelligence: a systematic literature review

Y Shi, T Gao, X Jiao, N Cao - Proceedings of the ACM on Human …, 2023 - dl.acm.org
Recent interest in design through the artificial intelligence (AI) lens is rapidly increasing.
Designers, as a special user group interacting with AI, have received more attention in the …

Screen2words: Automatic mobile UI summarization with multimodal learning

B Wang, G Li, X Zhou, Z Chen, T Grossman… - The 34th Annual ACM …, 2021 - dl.acm.org
Mobile User Interface Summarization generates succinct language descriptions of mobile
screens for conveying important contents and functionalities of the screen, which can be …

Webui: A dataset for enhancing visual ui understanding with web semantics

J Wu, S Wang, S Shen, YH Peng, J Nichols… - Proceedings of the …, 2023 - dl.acm.org
Modeling user interfaces (UIs) from visual information allows systems to make inferences
about the functionality and semantics needed to support use cases in accessibility, app …

Evaluating a large language model on searching for gui layouts

P Brie, N Burny, A Sluÿters… - Proceedings of the ACM on …, 2023 - dl.acm.org
The field of generative artificial intelligence has seen significant advancements in recent
years with the advent of large language models, which have shown impressive results in …

Never-ending learning of user interfaces

J Wu, R Krosnick, E Schoop, A Swearngin… - Proceedings of the 36th …, 2023 - dl.acm.org
Machine learning models have been trained to predict semantic information about user
interfaces (UIs) to make apps more accessible, easier to test, and to automate. Currently …

Data-driven prototyping via natural-language-based GUI retrieval

K Kolthoff, C Bartelt, SP Ponzetto - Automated software engineering, 2023 - Springer
Rapid GUI prototyping has evolved into a widely applied technique in early stages of
software development to facilitate the clarification and refinement of requirements …

GANSpiration: Balancing Targeted and Serendipitous Inspiration in User Interface Design with Style-Based Generative Adversarial Network

MA Mozaffari, X Zhang, J Cheng, JLC Guo - Proceedings of the 2022 …, 2022 - dl.acm.org
Inspiration from design examples plays a crucial role in the creative process of user interface
design. However, current tools and techniques that support inspiration usually only focus on …

Understanding screen relationships from screenshots of smartphone applications

S Feiz, J Wu, X Zhang, A Swearngin, T Barik… - Proceedings of the 27th …, 2022 - dl.acm.org
All graphical user interfaces are comprised of one or more screens that may be shown to the
user depending on their interactions. Identifying different screens of an app and …

Weblinx: Real-world website navigation with multi-turn dialogue

XH Lù, Z Kasner, S Reddy - arXiv preprint arXiv:2402.05930, 2024 - arxiv.org
We propose the problem of conversational web navigation, where a digital agent controls a
web browser and follows user instructions to solve real-world tasks in a multi-turn dialogue …

Pairwise GUI dataset construction between android phones and tablets

H Zhan, Y Huang, D Liu - Advances in Neural Information …, 2024 - proceedings.neurips.cc
In the current landscape of pervasive smartphones and tablets, apps frequently exist across
both platforms. Although apps share most graphic user interfaces (GUIs) and functionalities …