Mengtian Yin

Automatic layer classification method-based elevation recognition in architectural drawings for reconstruction of 3D BIM models

Mengtian Yin, Llewellyn Tang, Tongyu Zhou et al. · Automation in Construction · 2020 · 44 citations

Geometric Modeling, Machine Vision, Image Analysis +13

A deep natural language processing‐based method for ontology learning of project‐specific properties from building information models

Mengtian Yin, Llewellyn Tang, Chris Webster et al. · Computer-Aided Civil and Infrastructure Engineering · 2023 · 28 citations · Full text

Engineering, Knowledge Extraction, Ontology Engineering +22

Two-stage Text-to-BIMQL semantic parsing for building information model extraction using graph neural networks

Mengtian Yin, Llewellyn Tang, Chris Webster et al. · Automation in Construction · 2023 · 20 citations

Natural Language Processing, Graph Neural Networks, Engineering +14

Semantic 3D reconstruction-oriented image dataset for building component segmentation

Mun On Wong, Huaquan Ying, Mengtian Yin et al. · Automation in Construction · 2024 · 12 citations

Image-based scan-to-BIM for interior building component reconstruction

Mun On Wong, Yifeng Sun, Huaquan Ying et al. · Automation in Construction · 2025 · 10 citations