19 citations · 30 across the 7 of their papers we have counts for
7 papers
How Generative AI supports human in conceptual design
Liuging Chen, Yaxuan Song, Jia Guo +3
Generative Artificial Intelligence (Generative AI) is a collection of AI technologies that can generate new information such as texts and images. With its strong capabilities, Gene…
TRIZ-GPT: An LLM-augmented method for problem-solving
Liuqing Chen, Yaxuan Song, Shixian Ding +3
TRIZ, the Theory of Inventive Problem Solving, is derived from a comprehensive analysis of patents across various domains, offering a framework and practical tools for problem-solv…
WikiLink: an encyclopedia-based semantic network for design innovation
Haoyu Zuo, Qianzhi Jing, Tianqi Song +4
Data-driven design and innovation is a process to reuse and provide valuable and useful information. However, existing semantic networks for design innovation is built on data sour…
Patent-KG: Patent Knowledge Graph Use for Engineering Design
Haoyu Zuo, Yuan Yin, Peter Childs
To facilitate knowledge reuse in engineering design, several dataset approaches have been proposed and applied by designers. This paper builds a patent-based knowledge graph, paten…
Product semantics translation from brain activity via adversarial learning
Pan Wang, Zhifeng Gong, Shuo Wang +5
A small change of design semantics may affect a user's satisfaction with a product. To modify a design semantic of a given product from personalised brain activity via adversarial…
Verifying Design through Generative Visualization of Neural Activities
Pan Wang, Danlin Peng, Simiao Yu +4
Current neuroscience focused approaches for evaluating the effectiveness of a design do not use direct visualisation of mental activity. A recurrent neural network is used as the e…
A General Framework for Revealing Human Mind with auto-encoding GANs
Pan Wang, Rui Zhou, Shuo Wang +6
Addressing the question of visualising human mind could help us to find regions that are associated with observed cognition and responsible for expressing the elusive mental image,…