AI Assistance for UX: A Literature Review Through Human-Centered AI

AI Assistance for UX: A Literature Review Through Human-Centered AI

8 February 2024

Toby Jia-Jun Li

Papers citing "AI Assistance for UX: A Literature Review Through Human-Centered AI"

11 / 11 papers shown

Title
Survey of User Interface Design and Interaction Techniques in Generative AI Applications Reuben Luera Ryan Rossi Alexa F. Siu Franck Dernoncourt Tong Yu ... Hanieh Salehy Jian Zhao Samyadeep Basu Puneet Mathur Nedim Lipka AI4TS 63 1 0 28 Oct 2024
Limitations of the LLM-as-a-Judge Approach for Evaluating LLM Outputs in Expert Knowledge Tasks Annalisa Szymanski Noah Ziems Heather A. Eicher-Miller T. Li Meng Jiang Ronald A Metoyer ALM ELM 43 21 0 26 Oct 2024
Misty: UI Prototyping Through Interactive Conceptual Blending Yuwen Lu Alan Leung Amanda Swearngin Jeffrey Nichols Titus Barik 26 3 0 20 Sep 2024
Flowy: Supporting UX Design Decisions Through AI-Driven Pattern Annotation in Multi-Screen User Flows Yuwen Lu Ziang Tong Qinyi Zhao Yewon Oh Bryan Wang Toby Jia-Jun Li 44 6 0 23 Jun 2024
AI-Assisted Causal Pathway Diagram for Human-Centered Design Ruican Zhong Donghoon Shin Rosemary Meza P. Klasnja Lucas Colusso Gary Hsieh 33 5 0 12 Mar 2024
LayoutDM: Discrete Diffusion Model for Controllable Layout Generation Naoto Inoue Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi DiffM 57 101 0 14 Mar 2023
AidUI: Toward Automated Recognition of Dark Patterns in User Interfaces S M Hasan Mansur Sabiha Salma Damilola Awofisayo Kevin Moran 38 24 0 12 Mar 2023
The Klarna Product Page Dataset: Web Element Nomination with Graph Neural Networks and Large Language Models A. Hotti Riccardo Sven Risuleo Stefan Magureanu Aref Moradi J. Lagergren 19 4 0 03 Nov 2021
Screen2Words: Automatic Mobile UI Summarization with Multimodal Learning Bryan Wang Gang Li Xin Zhou Zhourong Chen Tovi Grossman Yang Li 167 152 0 07 Aug 2021
GUIGAN: Learning to Generate GUI Designs Using Generative Adversarial Networks Tianming Zhao Chunyang Chen Yuanning Liu Xiaodong Zhu Jilin University 29 56 0 25 Jan 2021
Screen Recognition: Creating Accessibility Metadata for Mobile Applications from Pixels Xiaoyi Zhang Lilian de Greef Amanda Swearngin Samuel White Kyle I. Murray ... Jeffrey Nichols Jason Wu Chris Fleizach Aaron Everitt Jeffrey P. Bigham 199 167 0 13 Jan 2021