Qin, S.Z., Weber, R.E., Lu, X.Z., 2026. Tokenization Allows Multimodal Large Language Models to Understand, Generate and Edit Architectural Floor Plans. CVPR 2026. https://arxiv.org/abs/2603.11640
Gu, Y., Qin, S.Z., Liao, W.J., Lu, X.Z., 2026. Intelligent design of dimensions of reinforced concrete frame structure components using diffusion models. Computers in Industry 175, 104428. https://doi.org/10.1016/j.compind.2025.104428
Qin, S.Z., Fei, Y.F., Liao, W.J., Lu, X.Z., 2025. Leveraging data-driven artificial intelligence in optimization design for building structures: A review. Engineering Structures 341, 120810. https://doi.org/10.1016/j.engstruct.2025.120810
Qin, S.Z., Liao, W.J., Tan, Z., Hu, K.G., Gao, Y., Lu, X.Z., 2025. Comparative analysis of intelligent retrofit design methods of RC frame structures using buckling-restrained braces. Bull Earthquake Eng. https://doi.org/10.1007/s10518-025-02164-3
Fei, Y.F., Qin, S.Z., Liao, W.J., Guan, H., Lu, X.Z., 2025. Graph neural network-assisted evolutionary algorithm for rapid optimization design of shear-wall structures. Advanced Engineering Informatics 65, 103129. https://doi.org/10.1016/j.aei.2025.103129
Qin, S.Z., Liao, W.J., Huang, Y.L., Zhang, S.L., Gu, Y., Han, J., Lu, X.Z., 2025. Intelligent design for component size generation in reinforced concrete frame structures using heterogeneous graph neural networks. Automation in Construction 171, 105967. https://doi.org/10.1016/j.autcon.2025.105967
Tan, Z., Qin, S.Z., Hu, K.G., Liao, W.J., Gao, Y., Lu, X.Z., 2025. Intelligent generation and optimization method for the retrofit design of RC frame structures using buckling-restrained braces. Earthquake Engineering & Structural Dynamics 54, 530–547. https://doi.org/10.1002/eqe.4268
Qin, S.Z., He, C.Y., Chen, Q.Y., Yang, S., Liao, W.J., Gu, Y., Lu, X.Z., 2024. ChatHouseDiffusion: Prompt-guided generation and editing of floor plans. https://doi.org/10.48550/arXiv.2410.11908
Qin, S.Z., Guan, H., Liao, W.J., Gu, Y., Zheng, Z., Xue, H.J., Lu, X.Z., 2024. Intelligent design and optimization system for shear wall structures based on large language models and generative artificial intelligence. Journal of Building Engineering 95, 109996. https://doi.org/10.1016/j.jobe.2024.109996
Qin, S.Z., Liao, W.J., Huang, S.N., Hu, K.G., Tan, Z., Gao, Y., Lu, X.Z., 2024. AIstructure-Copilot: Assistant for generative AI-driven intelligent design of building structures. Smart Construction 1, 0001. https://doi.org/10.55092/sc20240001
Zhang F., Sun C.J. , Qin S.Z., Zhao X.Y., 2024. Synthetic research on construction inspection based on bim and point cloud segmentation using deep learning. Engineering Mechanics 41, 194–201. https://doi.org/10.6052/j.issn.1000-4750.2022.04.0281
Qin, S.Z., Liao, W.J., Lin, Y.Q., Lu, X.Z., 2023. An efficient assessment method for intelligent design results of shear wall structure based on mechanical performance, material consumption, and empirical rules. Engineering Mechanics 40, 148–159. https://doi.org/10.6052/j.issn.1000-4750.2023.05.0360
Qin, S.Z., Zheng, Z., Gu, Y., Lu, X.Z., 2023. Exploring and discussion on the application of large language models in construction engineering. Industrial Construction 53, 162–169. https://doi.org/10.13204/j.gyjzg23081006
Lu X.Z., Qin S.Z., Xu Z., 2023. Enlightenment to China on earthquake prevention and disaster reduction from the M7. 8 earthquake in Turkey. City and Disaster Reduction 1–8.
Liu, Y., Ma, Z.L., Liu, S.L., Qin, S.Z., Zhou, F.N., Shi, Q.B. (2022). A calculation system for the adjustment of prefabricated segmental beam templates based on the "cloud + end" model. the 8th National Conference on Building Information Modeling, 109-113. China Architecture&Building Press. Shenzhen, China. DOI:10.26914/c.cnkihy.2022.045075.
Liu, Y., Ma, Z.L., Qin, S.Z., Liu, S.L., 2022. A cloud-based system for supporting quick location of precast concrete formwork using computer vision and BIM, in: Creative Construction E-Conference 2022. pp. 97–104. https://doi.org/10.3311/CCC2022-014