3 papers
cs.AI2026
Automating Geometry-Intensive Compliance Checking in BIM: Graph-Based Semantic Reasoning Framework
Zixuan Xiao, Pei Troh Koh, Jun Ma +1
Automating compliance check for geometry-intensive regulations remains a significant technical bottleneck in Building Information Modeling (BIM), primarily due to the semantic disp…
cs.LG2026
OVA-IB: One vs All Information Bottleneck for Multi-Modal Alignment
Tianchao Li, Shujian Yu, Xinrui Zu +4
Contrastive learning is effective for aligning paired views or modalities, but alignment beyond two modalities remains non-trivial and comparatively underexplored. Pairwise CLIP-st…
cs.CL2026
Enhancing Geo-localization for Crowdsourced Flood Imagery via LLM-Guided Attention
Fengyi Xu, Jun Ma, Waishan Qiu +2
Crowdsourced social media imagery provides real-time visual evidence of urban flooding but often lacks reliable geographic metadata for emergency response. Existing Visual Place Re…