26 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
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cs.LG2025★ 1 cited
Learning and Simulating Building Evacuation Patterns for Enhanced Safety Design Using Generative Models
Jin Han, Zhe Zheng, Yi Gu +2
Evacuation simulation is essential for building safety design, ensuring properly planned evacuation routes. However, traditional evacuation simulation relies heavily on refined mod…
cs.LG2025★ 13 cited
BIGNet: Pretrained Graph Neural Network for Embedding Semantic, Spatial, and Topological Data in BIM Models
Jin Han, Xin-Zheng Lu, Jia-Rui Lin
Large Foundation Models (LFMs) have demonstrated significant advantages in civil engineering, but they primarily focus on textual and visual data, overlooking the rich semantic, sp…