6 citations · 6 across the 4 of their papers we have counts for
5 papers
CogChat: Knowledge Graph-Augmented Conversational AI with Heterogeneous Graph Transformer for Cognitive Grounding in Design Generation
Jiin Choi, Kyung Hoon Hyun
LLM-based chat systems have become valuable tools for design practice, enabling rapid ideation and flexible task support. Yet these systems process designer utterances as generic s…
Modeling Sequential Design Actions as Designer Externalization on an Infinite Canvas
Yejin Yun, Seung Won Lee, Jiin Choi +1
Infinite canvas platforms are becoming central to contemporary design practice, enabling designers to externalize cognition through the spatial arrangement of multimodal artifacts.…
Toward AI-driven Multimodal Interfaces for Industrial CAD Modeling
Jiin Choi, Yugyeong Jang, Kyung Hoon Hyun
AI-driven multimodal interfaces have the potential to revolutionize industrial 3D CAD modeling by improving workflow efficiency and user experience. However, the integration of the…
GenPara: Enhancing the 3D Design Editing Process by Inferring Users' Regions of Interest with Text-Conditional Shape Parameters
Jiin Choi, Seung Won Lee, Kyung Hoon Hyun
In 3D design, specifying design objectives and visualizing complex shapes through text alone proves to be a significant challenge. Although advancements in 3D GenAI have significan…
BOgen: Generating Part-Level 3D Designs Based on User Intention Inference through Bayesian Optimization and Variational Autoencoder
Seung Won Lee, Jiin Choi, Kyung Hoon Hyun
Advancements in generative artificial intelligence (AI) have introduced various AI models capable of producing impressive visual design outputs. However, when it comes to AI models…