Oct, 2016, Young Elite Scientists Sponsorship Program by the China Association for Science and Technology
Dec. 2024, Special Prize for Scientific and Technology Progress, Yellow River Conservancy Commission
Mar, 2024, Second Prize of the 2023 China Construction Science and Technology Award
Sept, 2023, Winner in the Category of Professional Research of 2023 buildingSMART openBIM Awards
Feb,2022,First Prize of the 2021 Science and Technology Progress Award of China Graphic Society
May, 2021, Second Prize of the 2021 Science and Technology Award of Shanghai Society of Civil Engineering
Jan, 2019, Second Prize of the 2018 China Construction Science and Technology Award
Nov, 2018, Third Prize of the 2018 Beijing Science and Technology Award
December, 2024, Liu Bing Award, Tsinghua University (15 in total )
Aug, 2024, Sponsorship for Young Outstanding Teacher in CAD/CG of China Graphics Society (5 in total)
Apr, 2023, Great Mentor and Beneficial Friend selected by the graduate students in Tsinghua (47 in total)
Dec, 2022, Outstanding Instructor for Social Practice of Graduate Students in Beijing
Oct, 2022, Excellent Instructor for Social Practice of Tsinghua (20 in total)
Jun, 2022, Excellent Advisor for Graduate Students of Tsinghua
May, 2022, Receiver of the LuQian Incentive Scholarship for Learning and Teaching of Department of Civil Engineering and Construction Management of Tsinghua University
Dec, 2021, Outstanding Faculty for the Career Guidance of Graduate Students in Tsinghua (35 in total)
Dec, 2020, Excellent Advisor (First Prize) of the 2020 Student Research Trainning Program of Tsinghua University (15 in total)
Dec, 2019, Excellent Advisor (First Prize) of the 2019 Student Research Trainning Program of Tsinghua University (15 in total)
Jul, 2019, Third Prize of the 11th Teaching Competition for Young Faculties in Beijing
Dec, 2018, First Prize of 8th Teaching Competition for Young Faculties in Tsinghua
Jul, 2021, Outstanding Worker Award of the 7th Council of China Graphics Society
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