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...
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....
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....
Context-aware human motion generation: A comprehensive survey
March 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...
