Publications

Journal

Kanakamedala, D., Xiao, J., Ju, H., Seo, J., Kang, K., Varma, A. (XXXX) “A Framework for Remaining Strength Assessment of Corroded Steel Bridge Girders Using 3D Scanning Technologies” Journal of Computing in Civil Engineering, ASCE (Under Review)

Lee, J., Xiao, J., Kim, K., Kang, K. (XXXX) “Framework Development of Decision Support Tools for Water Distribution Pipe Maintenance through Deep Learning-based Defect Detection Model” Journal of Computing in Civil Engineering, ASCE (Under Review)

Kang, K., Xiao, J., Moon, S. (XXXX) “Evaluating Safety Risks in Pedestrian Facilities for Different Ride Modes: Application of a Deep Learning-Based 3D Scanning System” Journal of Construction Engineering and Management, ASCE (Under Review)

Coskun, C., Lee, J., Xiao, J., Graff, G., Kang, K., & Besiktepe, D. (2024). “Opportunities and Challenges in the Implementation of Modular Construction Methods for Urban Revitalization” Sustainability, 16(16); https://doi.org/10.3390/su16167242

Oh, D., Kang, K., Seo, S., Xiao, J., Jang, K., Kim, K., Park, H., Won, J. (2023) “Low-cost Object Detection Models for Traffic Control Devices through Domain Adaption of Geographical Regions” Remote Sensing, 15(10), 2584 https://doi.org/10.3390/rs15102584

Huang, H., Ju, N., Lu, L., Xiao, J., Li, M., Bai, J., & Lu, X. (2018). “Improved Harris function based statistical damage softening model for rocks,” Journal of Engineering Geology, vol. 26, no. 2, pp. 520–527.

Huang Jian, Zuo Deqi, & Xiao, J. (2018). “Rapid evaluation and application of mountain highway slope stability based on Android,” Safety and Environmental Engineering, vol. 25, no . 2, pp. 44–47.

Conference

Xiao, J., Coskun, C., Chang, S., Kang, K., Besiktepe, D. (2025) “Proof-of-Concept Framework of Integrating AI-based LLM Reasoning into BIM Workflows for Design Automation” 42nd International Symposium on Automation and Robotics in Construction (ISARC2025), July 28-31, Montreal, Canada

Lee, J., Xiao, J., Kang, K. (2025) “Deep Learning-based 3D Point Cloud Semantic Segmentation for Mechanical, Electrical, and Plumbing Systems in Open Ceiling Building Structure” the 23rd World Building Congress (WBC2025), May 19-23, West Lafayette, IN, USA

Hu, J., Xiao, J., Lingannagari, R., Vazhappilly, S., Muppaneni, S., Kang, K. Cory, C. (2025) “Enhancing Construction Site Digital Twins with Language Embedded Radiance Fields” ASCE International Conference on Computing in Civil Engineering (i3CE), May 11-14, New Orleans, LA, USA

Xiao, J., Hu, J., Kang, H., Hong, T., and Kang, K. (2024) “Large Language Model-based Reasoning for Hierarchical Structure of Scan-to-BIM Objects under IFC Standard” ASCE International Conference on Computing in Civil Engineering (i3CE), July 28-31, Pittsburgh, PA, USA

Xiao, J., Liu, S., and Kang, K. (2024) “Enhancing Drone-Based LiDAR Scanning with Deep Learning for Error Correction” ASCE International Conference on Computing in Civil Engineering (i3CE), July 28-31, Pittsburgh, PA, USA

Xiao, J., Oh, D., and Kang, K. (2024) “Hydrant Segmentation and Extraction Using Deep Learning Models for Large-Scale Urban Point Clouds” ASCE Construction Research Congress (CRC), March 20-23, Des Moines, IA, USA

Tian, C., Xiao, J., Chen, Y., Feng, Y., & Zhang, J. (2022). “Implementation, Benefits, and Challenges of Autonomous Truck-Mounted Attenuator” International Conference on Transportation and Development 2022, ASCE, 120-128.

Xiao, J., Oh, D., Kang, K. (2023) “Deep Learning based Crowdsourced Image Localization in Digital Twin Models for Enhanced Infrastructure Management” ASCE International Conference on Computing in Civil Engineering (i3CE), June 25-28, Corvallis, OR, USA

Tech Reports

Kang, K., Xiao, J., Hu, J., Kanakamedala, D., Seo, J., Varma, A. (2025). “Feasibility of 3D Scanning Technology for Bridge Inspection and Management” Joint Transportation Research Program (Publication No. FHWA/IN/JTRP-20XX/XX), West Lafayette, IN: Purdue University. (In Progress)

Kang, T.-W., Kim, B.-G., Kim, T.-H., and Jeong, S.-W. (2023). “3D Vision & AI Based Indoor Object Scan to BIM Pipeline for Building Facility Management.” Korea Institute of Construction Technology. Contributors: Kim, J. H. (UNF), Koo, D., Kang, K. (Purdue Univ.), Kim, K. B., Lee, J., Xiao, J., Song, K. (IUPUI), Choi, J.-S. (State Univ. of New York, Korea), Ortiz, R., and Valenzuela, A.

Guo, X., Tian, C., Xiao, J., Chen, Y., & Zhang, J. (2021). “Life Cycle Integration of Building Information Modeling in Infrastructure Projects” Joint Transportation Research Program (Publication No. FHWA/IN/JTRP-2021/30), West Lafayette, IN: Purdue University. https://doi.org/10.5703/1288284317356