8 citations · 16 across the 6 of their papers we have counts for
6 papers
A paired synthetic construction-site image dataset for robust computer vision under adverse conditions
Viet Huy Duong, Ruoxin Xiong, Md Abdullah Al Forhad +1
Computer-vision systems used for construction monitoring can degrade under adverse environmental and visual conditions, yet such conditions remain underrepresented in existing cons…
Toward Open Science in the AEC Community: An Ecosystem for Sustainable Digital Knowledge Sharing and Reuse
Ruoxin Xiong, Yanyu Wang, Jiannan Cai +5
The Architecture, Engineering, and Construction (AEC) industry is undergoing rapid digital transformation, producing diverse digital assets such as datasets, computational models,…
OpenConstruction: A Systematic Synthesis of Open Visual Datasets for Data-Centric Artificial Intelligence in Construction Monitoring
Ruoxin Xiong, Yanyu Wang, Jiannan Cai +4
The construction industry increasingly relies on visual data to support Artificial Intelligence (AI) and Machine Learning (ML) applications for site monitoring. High-quality, domai…
Can AI Master Construction Management (CM)? Benchmarking State-of-the-Art Large Language Models on CM Certification Exams
Ruoxin Xiong, Yanyu Wang, Suat Gunhan +2
The growing complexity of construction management (CM) projects, coupled with challenges such as strict regulatory requirements and labor shortages, requires specialized analytical…
Sharing Construction Safety Inspection Experiences and Site-Specific Knowledge through XR-Augmented Visual Assistance
Pengkun Liu, Jinding Xing, Ruoxin Xiong +1
Early identification of on-site hazards is crucial for accident prevention in the construction industry. Currently, the construction industry relies on experienced safety advisors…
Mining Observation and Cognitive Behavior Process Patterns of Bridge Inspector
Pengkun Liu, Ruoxin Xiong, Pingbo Tang
In bridge inspection, engineers should diagnose the observed bridge defects by identifying the factors underlying those defects. Traditionally, engineers search and organize struct…