13 citations · 17 across the 5 of their papers we have counts for
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cs.CL2026
Intelligent Identification and Repair of Design Defects in BIM via Domain-Specific Large Language Models
Jia-Rui Lin, Yun-Hong Cai, Xiang-Rui Ni +1
Existing methods lack a generalized approach to efficiently identify and resolve the diversity of design defects in BIM. Therefore, this study proposes an integrated framework to i…
cs.AI2026
BEST-KAG: Enhancing Question Answering of Building Engineering Standards with Multimodal Knowledge Graph Modeling and Large Language Model
Jia-Rui Lin, Junxi Guo, Keyin Chen +1
Construction standards are critical for building safety and sustainability. Existing standard application workflows rely on keyword-based document retrieval and manual cross-clause…
cs.AI2026
Qwen-BIM: developing large language model for BIM-based design with domain-specific benchmark and dataset
Jia-Rui Lin, Yun-Hong Cai, Xiang-Rui Ni +2
As the construction industry advances toward digital transformation, BIM (Building Information Modeling)-based design has become a key driver supporting intelligent construction. D…