Designing Interactive Pneumatic Interfaces for Enhanced Movie Responses
Available online 26 July 2025
Movies, as a comprehensive art form, have traditionally focused on visual and auditory elements, with most advancements aimed at enhancing resolution and sound quality. However, innovative technologies...
Share article
Research on Human-Machine Collaborative Innovation Methods in Design Education Inspired by the Learning Mechanism of Generative Adversarial Networks
Available online 18 July 2025
This study explores dual innovations in human-computer collaborative design education methods and learning mechanisms, based on Generative Adversarial Network (GAN) technology and its underlying learning...
Share article
Painting++: Human-Computer Collaborative Painting in VR with Multisensory Interaction
Available online 11 July 2025
Extensive human-computer collaborative painting systems have been explored to assist people in ideating and creating the content of paintings. Recently, the popularity of VR has opened up the novel...
Share article
Examining the Impact of Large Language Models on Design: Functions, Strengths, Limitations, and Roles
Available online 3 July 2025
Large Language Models (LLMs) are advancing design activities with human-like generative capabilities and context awareness, holding more significant potential compared to the previous discriminative...
Share article
Context-aware human motion generation: a comprehensive survey
Available online 22 May 2025
•Comprehensive Literature Review: This paper offers an extensive and systematic review of existing research on context-aware human motion generation, covering key components such as motion representation...
Share article
Inaugural Editorial
March 2025
Share article
Intuitive interaction flow: A dual-loop human‒machine collaboration task allocation model and an experimental study
March 2025
This study investigates the issue of task allocation in human‒machine collaboration (HMC). By integrating philosophical insights and cognitive science, it clearly defines two typical modes of human...
Share article
Adaptive shopping malls: Probabilistic spatial layouts with graph neural networks
March 2025
We propose an adaptive method for optimizing shopping mall layouts via graph neural networks (GNNs). Traditional architectural datasets, often presented as floor plans rather than graphs, explore the...
Share article
Creative combinational design through generative AI in different dimensional representations: An exploration
March 2025
Although generative AI models are increasingly integrated into creative work, there is limited evidence on how dimensional representations of generative AI—text, image, and 3D—impact the creative process....
Share article
Bridging cultural gaps in product design: A cross-cultural supervisor approach using large language model
March 2025
Cross-cultural design in the globalized marketplace faces the challenges of linguistic, geographical, and cultural complexity, which limits designers’ ability to create good cross-cultural product designs....
Share article