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Author

Ruoxin Xiong

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#small language model Preprint Sep 2026

A paired synthetic construction-site image dataset for robust computer vision under adverse conditions

ConSynth-X, a paired synthetic construction-site image dataset containing 34,199 images derived from 3,109 real-world source scenes, is presented, providing a structured resource for evaluating and improving the robustness of construction vision and vision-language models under challenging field conditions.

Viet Huy Duong, Ruoxin Xiong, Md Abdullah Al Forhad et al. · 0 citations

Evaluating Large Language Models Using Construction Management Certification Exams: Implications for Construction Education and Professional Preparation

Large language models (LLMs) are increasingly used by students and professionals in the architecture, engineering, and construction (AEC) sector for learning and information retrieval. However, their reliability in performing construction management (CM) knowledge tasks remains insufficiently characterized. This stud...

Ruoxin Xiong, Yanyu Wang, Suat Gunhan et al. · 0 citations

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