4 citations · 7 across the 10 of their papers we have counts for
3 papers · 1 filter
Dynamic User Interface Generation for Enhanced Human-Computer Interaction Using Variational Autoencoders
Runsheng Zhang, Shixiao Wang, Tianfang Xie +2
This study presents a novel approach for intelligent user interaction interface generation and optimization, grounded in the variational autoencoder (VAE) model. With the rapid adv…
Emotion-Aware Interaction Design in Intelligent User Interface Using Multi-Modal Deep Learning
Shiyu Duan, Ziyi Wang, Shixiao Wang +2
In an era where user interaction with technology is ubiquitous, the importance of user interface (UI) design cannot be overstated. A well-designed UI not only enhances usability bu…
Efficient and Aesthetic UI Design with a Deep Learning-Based Interface Generation Tree Algorithm
Shiyu Duan, Runsheng Zhang, Mengmeng Chen +2
This paper presents a novel method for user interface (UI) generation based on the Transformer architecture, addressing the increasing demand for efficient and aesthetically pleasi…