1.Ni, X.R., Pan, P., Lin, J.R.* (2025). What Makes a Good BIM Design? Quantifying the Link between Design Behavior and Quality. Automation in Construction, 171, 105992. doi: 10.1016/j.autcon.2025.105992
2.Zhou, S., Lin, J.R.*, Pan, P., Pan, Y., Brilakis, I. (2025). Impact of Color and Mixing Proportion of Synthetic Point Clouds on Semantic Segmentation. Automation in Construction, 171, 105963. doi: 10.1016/j.autcon.2025.105963
3.Han, J., Zheng, Z., Lu, X.Z., Chen, K.Y., Lin, J.R.* (2024). Enhanced Earthquake Impact Analysis based on Social Media Texts via Large Language Model. International Journal of Disaster Risk Reduction, 109, 104574. doi: 10.1016/j.ijdrr.2024.104574
4.Zheng, Z., Zhou, Y.C., Chen, K.Y., Lu, X.Z., She, Z.T., Lin, J.R.* (2024). A Text Classification-based Approach for Evaluating and Enhancing the Machine Interpretability of Building Codes. Engineering Applications of Artificial Intelligence, 127, 107207. doi: 10.1016/j.engappai.2023.107207
5.Jiang, C., Liang, X., Zhou, Y.C., Tian, Y., Xu, S, Lin, J.R.*, Ma, Z., Yang S., Zhou, H. (2023). A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy. Building and Environment, 244, 110739. doi: 10.1016/j.buildenv.2023.110739
6.Jiang, C., Li, X., Lin, J.R.*, Liu, M., Ma, Z. (2023). Adaptive Control of Resource Flow to Optimize Construction Work and Cash Flow via Online Deep Reinforcement Learning. Automation in Construction, 150, 104817. doi: 10.1016/j.autcon.2023.104817
7.Deng, H., Xu, Y.W., Deng, Y.C., Lin, J.R. (2022). Transforming Knowledge Management in the Construction Industry through Information and Communications Technology: A 15-year Review. Automation in Construction, 142, 104530. doi: 10.1016/j.autcon.2022.104530
8.Zheng, Z., Zhou, Y.C., Lu, X.Z., Lin, J.R.* (2022). Knowledge-Informed Semantic Alignment and Rule Interpretation for Automated Compliance Checking. Automation in Construction, 142, 104524. doi: 10.1016/j.autcon.2022.104524
9.Duan, R., Deng, H., Tian, M., Deng, Y.C., Lin, J.R. (2022). SODA: A Large-scale Open Site Object Detection Dataset for Deep Learning in Construction. Automation in Construction, 142, 104499. doi: 10.1016/j.autcon.2022.104499
10.Zheng, Z., Zhou, Y.C., Lin, J.R.*, Lu, X.Z. (2022). Integrating NLP and Context-Free Grammar for Complex Rule Interpretation towards Automated Compliance Checking. Computers in Industry, 142, 103746. doi: 10.1016/j.compind.2022.103746
11.Zheng, Z., Lu, X.Z., Chen, K.Y., Zhou, Y.C., Lin, J.R.* (2022). Pretrained Domain-Specific Language Model for Natural Language Processing Tasks in the AEC Domain. Computers in Industry, 142, 103733. doi: 10.1016/j.compind.2022.103733
12.Wu, M.H., Lin, J.R.*, Zhang, X.H. (2022). How Human-robot Collaboration Impacts Construction Productivity: An Agent-based Multi-fidelity Modeling Approach. Advanced Engineering Informatics, 52, 101589. doi: 10.1016/j.aei.2022.101589
13.Wu, L.T, Lin, J.R., Leng, S., Li, J.L., Hu, Z.Z. (2022). Rule-based Information Extraction for Mechanical-Electrical-Plumbing-Specific Semantic Web. Automation in Construction, 135, 104108. doi: 10.1016/j.autcon.2021.104108
14.Hu, Z.Z.*, Leng, S., Lin, J.R., Li, S.W., Xiao, Y.Q. (2022). Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions. Archives of Computational Methods in Engineering, 29(1), 335-356. doi: 10.1007/s11831-021-09576-9
15.Zhou, Y.C., Hu, Z.Z.; Yan, K.X.; Lin, J.R.*(2021).Deep Learning-Based Instance Segmentation for Indoor Fire Load Recognition. IEEE ACCESS,9,148771-148782. doi:10.1109/ACCESS.2021.3124831
16.Leng, S., Lin, J.R., Li, S.W., Hu, Z.Z.* (2021). A Data Integration and Simplification Framework for Improving Site Planning and Building Design. IEEE Access, 9, 148845-148861. doi: 10.1109/ACCESS.2021.3124010
17.Lin, J.R.*, Wu D.P. (2021). An Approach to Twinning and Mining Collaborative Network of Construction Projects. Automation in Construction, 125, 103643. doi: 10.1016/j.autcon.2021.103643
18.Zhang, Y.Y., Hu, Z.Z., Lin, J.R.*, Zhang J.P. (2021). Linking Data Model and Formula to Automate KPI Calculation for Building Performance Benchmarking. Energy Reports, 7, 1326-1337. doi: 10.1016/j.egyr.2021.02.044
19.Lin, J.R.*, Hu, Z.Z., Li, J.L., Chen, L.M. (2020). Understanding On-Site Inspection of Construction Projects based on Keyword Extraction and Topic Modeling. IEEE Access, 8, 198503-198517. doi: 10.1109/ACCESS.2020.303521
20.Leng, S., Lin, J.R., Hu, Z.Z.*, Shen, X. (2020). A Hybrid Data Mining Method for Tunnel Engineering Based on Real-Time Monitoring Data from Tunnel Boring Machines. IEEE Access, 8, 90430-90449. doi: 10.1109/ACCESS.2020.2994115
21.Lin, J.R.*, Zhou, Y.C. (2020). Semantic Classification and Hash Code Accelerated Detection of Design Changes in BIM Models. Automation in Construction, 115, 103212. doi: 10.1016/j.autcon.2020.103212
22.Zhang, Y.Y., Kang, K., Lin, J.R.*, Zhang, J.P., Zhang, Y. (2020). Building Information Modeling–based Cyber-Physical Platform for Building Performance Monitoring. International Journal of Distributed Sensor Networks, 16(2), 1-21. doi: 10.1177/1550147720908170
23.Wang, H.W., Lin, J.R.*, Zhang, J.P. (2020). Workpackage-based Information Modeling for Resource-Constrained Scheduling of Construction Projects. Automation in Construction, 109, 102958. doi: 10.1016/j.autcon.2019.102958
24.Zhou, Y.W., Hu, Z.Z., Lin, J.R.*, Zhang, J.P. (2020). A Review on 3D Spatial Data Analytics for Building Information Models. Archives of Computational Methods in Engineering, 27(5), 1449-1463. doi: 10.1016/10.1007/s11831-019-09356-6
25.Lin, J.*, Cao, J., Zhang, J., van Treeck, C., Frisch, J. (2019). Visualization of Indoor Thermal Environment on Mobile Devices based on Augmented Reality and Computational Fluid Dynamics. Automation in Construction, 103, 26-40. doi: 10.1016/j.autcon.2019.02.007
26.Lin, J., Zhang, J., Zhang, X., Hu, Z.* (2019). Automating Closed-Loop Structural Safety Management for Bridge Construction through Multisource Data Integration. Advances in Engineering Software, 128, 152-168. doi: 10.1016/j.advengsoft.2018.11.013
27.He, T., Zhang, J., Lin, J.*, Li, Y. (2018). Multiaspect Similarity Evaluation of BIM-Based Standard Dwelling Units for Residential Design. Journal of Computing in Civil Engineering, 32(5), 04018032. doi: 10.1061/(ASCE)CP.1943-5487.0000774
28.Peng, Y., Lin, J.R., Zhang, J.P., Hu, Z.Z.* (2017). A Hybrid Data Mining Approach on BIM-based Building Operation and Maintenance. Building and Environment, 126, 483-495. doi: 10.1016/j.buildenv.2017.09.030
29.Zhang, J., Liu, Q., Hu, Z., Lin, J.*, Yu, F. (2017). A Multi-Server Information-Sharing Environment for Cross-Party Collaboration on a Private Cloud. Automation in Construction, 81, 180-195. doi: 10.1016/j.autcon.2017.06.021
30.Lin, J., Hu, Z.*, Zhang, J., Yu, F. (2016). A Natural‐Language‐Based Approach to Intelligent Data Retrieval and Representation for Cloud BIM. Computer‐Aided Civil and Infrastructure Engineering, 31(1), 18-33. doi: 10.1111/mice.12151