Publications

Journal

Lee, J., Xiao, J., Kang, K., and Kim, K. (2024) Framework Development of Decision Support Tools for Water Distribution Pipe Maintenance through Deep Learning-based Defect Detection Model, Computer Aided Infrastructure and Civil Engineering (Under Review)

Kang, K., Xiao, J., Moon, S., 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, (Under Review)

Kang, K, Lee, J., Xiao, J., Kim, K., and Kang T. (2024) Automated Compliance Inspection for Fire Hydrants through Point Cloud Segmentation Leveraging GIS Analysis, MDPI (in progress)

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,” 工程地质学报 (Journal of Engineering Geology), vol. 26, no. 2, pp. 520–527.

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, vol. 15, no. 10, pp. 2584.

Huang Jian, Zuo Deqi, & Xiao Jinwu (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., Hu, J., Kang, H., Hong, T., & Kang, K. (2024). “Large Language Model-based Reasoning for Hierarchical Structure of Scan-to-BIM Objects under IFC Standard,” in Proceedings of Computing in Civil Engineering 2024 (Under Review).

Xiao, J., Hu, J., Moon, S., & Kang, K. (2024). “Reconstructing and Visualizing Construction Progress Using Neural Radiance Fields,” at the 10th International Conference on Construction Engineering and Project Management (ICCEPM 2024) (Under Review).

Xiao, J., Liu, S., & Kang, K. (2024). “Advancing Drone-Based LiDAR Scanning: A Deep Learning Approach for Error Detection and Correction in Complex Structures,” at the ASCE International Conference on Computing in Civil Engineering (i3ce 2024) (Under Review).

Xiao, J., Oh, D., & Kang, K. (2024). “Hydrant Segmentation and Extraction Using Deep Learning Models for Large-Scale Urban Point Clouds,” in Proceedings of the Construction Research Congress 2024, pp. 289–298.

Xiao, J., Oh, D., & Kang, K. (2023). “Deep Learning-Based Crowdsourced Image Localization in Digital Twin Models for Enhanced Infrastructure Management,” in Proceedings of Computing in Civil Engineering 2023, pp. 562–570.

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

Tech Reports

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, Jinwu, 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.

Patents

CN-111539904-B: “Disaster Vulnerability Prediction Method Based on Rainfall” by He, Zhaoyang; Xiao, Jinwu; Ju, Nengpan; Xu, Qiang. (Assigned to Chengdu University of Technology)

CN-110930651-A: “Disaster Early Warning-based Road Vehicle Management and Control Method” by Huang, Jian; Wang, Hao; Xiao, Jinwu. (Assigned to Chengdu University of Technology)

CN-106952013-A: “Rock Slope Safety Evaluation Method” by Huang, Jian; Xiao, Jinwu; Zuo, Deqi; He, Zhaoyang. (Assigned to Chengdu University of Technology)

CN-111260714-A: “Flood Disaster Assessment Method” by He, Zhaoyang; Xiao, Jinwu; Ju, Nengpan; Xu, Qiang; Ao, Yibin. (Assigned to Chengdu University of Technology)