Human-centered generative design framework: An early design framework to support concept creation and evaluation HO Demirel, MH Goldstein, X Li, Z Sha International Journal of Human–Computer Interaction 40 (4), 933-944, 2024 | 56 | 2024 |
A predictive and generative design approach for three-dimensional mesh shapes using target-embedding variational autoencoder X Li, C Xie, Z Sha Journal of Mechanical Design 144 (11), 114501, 2022 | 26 | 2022 |
Deep learning methods of cross-modal tasks for conceptual design of product shapes: A review X Li, Y Wang, Z Sha Journal of Mechanical Design 145 (4), 2023 | 19 | 2023 |
Part-aware product design agent using deep generative network and local linear embedding X Li, C Xie, Z Sha | 16 | 2021 |
Exploring generative design thinking for engineering design and design education X Li, HO Demirel, MH Goldstein, Z Sha 2021 ASEE Midwest Section Conference, 2021 | 15 | 2021 |
A study on generative design reasoning and students' divergent and convergent thinking A Brown, MH Goldstein, J Clay, HO Demirel, X Li, Z Sha Journal of Mechanical Design 146 (3), 2024 | 7 | 2024 |
Deep learning of cross-modal tasks for conceptual design of engineered products: A review X Li, Y Wang, Z Sha International Design Engineering Technical Conferences and Computers and …, 2022 | 7 | 2022 |
Design representation for performance evaluation of 3D shapes in structure-aware generative design X Li, C Xie, Z Sha Design Science 9, e27, 2023 | 6 | 2023 |
LLM4CAD: Multi-Modal Large Language Models for 3D Computer-Aided Design Generation X Li, Y Sun, Z Sha International Design Engineering Technical Conferences and Computers and …, 2024 | 5 | 2024 |
Uncovering generative design rationale in the undergraduate classroom MH Goldstein, J Sommer, NT Buswell, X Li, Z Sha, HO Demirel 2021 IEEE Frontiers in Education Conference (FIE), 1-6, 2021 | 5 | 2021 |
Thinking inversely in engineering design: towards an operational definition of generative design thinking JZ Clay, X Li, HO Demirel, MH Goldstein, R Jiang, C Xie, DL Zabelina, ... ASEE Annual Conference and Exposition, Conference Proceedings, 2023 | 3 | 2023 |
Generative Design Approach for Three-Dimensional Mesh Shapes Using Target-Embedding Variational Autoencoder X Li, C Xie, Z Sha Journal of Mechanical Design 144 (11), 11, 2022 | 2 | 2022 |
MODELLING AND PROFILING STUDENT DESIGNERS’COGNITIVE COMPETENCIES IN COMPUTER-AIDED DESIGN J Clay, X Li, MH Rahman, D Zabelina, C Xie, Z Sha Proceedings of the Design Society 1, 2157-2166, 2021 | 2 | 2021 |
LLM4CAD: Multimodal Large Language Models for Three-Dimensional Computer-Aided Design Generation X Li, Y Sun, Z Sha Journal of Computing and Information Science in Engineering 25 (2), 2025 | 1 | 2025 |
Large Language Models for Computer-Aided Design (LLM4CAD) Fine-Tuned: Dataset and Experiments Y Sun, X Li, Z Sha Journal of Mechanical Design, 1-19, 2025 | 1 | 2025 |
A Multi-case Study of Traditional, Parametric, and Generative Design Thinking of Engineering Students E Koolman, JZ Clay, X Li, R Jiang, MH Goldstein, C Xie, HO Demirel, ... International Conference on-Design Computing and Cognition, 89-104, 2024 | 1 | 2024 |
Image2CADSeq: Computer-Aided Design Sequence and Knowledge Inference from Product Images X Li, Z Sha arXiv preprint arXiv:2501.04928, 2025 | | 2025 |
Board 258: Engineering Design Thinking in the Age of Generative Artificial Intelligence J Clay, X Li, MH Goldstein, HO Demirel, D Zabelina, C Xie, Z Sha 2024 ASEE Annual Conference & Exposition, 2024 | | 2024 |
Engineering Design Thinking in the Age of Generative Artificial Intelligence JZ Clay, X Li, MH Goldstein, HO Demirel, DL Zabelina, C Xie, Z Sha American Society for Engineering Education, 2024 | | 2024 |
A Multi-case Study of Traditional, Parametric, and Generative Design Thinking of Engineering E Koolman¹, JZ Clay¹, R Jiang, MH Goldstein, C Xie, HO Demirel, Z Sha Design Computing and Cognition'24: Volume 2, 89, 2024 | | 2024 |