Runlin Duan is a Ph.D. student of mechanical engineering at the Purdue University Convergence Design Lab, supervised by Prof. Karthik Ramani. His research interests include human computer interactions, design, virtual and augmented reality. He leads projects on develops human-AI collaboration systems for early stage concept generation, large-scale design space exploration and parametric modeling for CAD.
ConceptVis: Exploring and Visualizing Design Concepts With Large Language Models Using Interactive Knowledge Graph
Large language models (LLMs) are capable of generating cross-domain design knowledge, opening up new possibilities for creating a myriad of design concepts for early-stage design ideation. However, the current chat-based interface fails to represent the complexity of...
