13 citations · 14 across the 4 of their papers we have counts for
4 papers · 1 filter
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…
Towards Intelligent Urban Park Development Monitoring: LLM Agents for Multi-Modal Information Fusion and Analysis
Zixuan Xiao, Chunguang Hu, Jun Ma
As an important part of urbanization, the development monitoring of newly constructed parks is of great significance for evaluating the effect of urban planning and optimizing reso…
LLM Agent Framework for Intelligent Change Analysis in Urban Environment using Remote Sensing Imagery
Zixuan Xiao, Jun Ma
Existing change detection methods often lack the versatility to handle diverse real-world queries and the intelligence for comprehensive analysis. This paper presents a general age…
MMUEChange: A Generalized LLM Agent Framework for Intelligent Multi-Modal Urban Environment Change Analysis
Zixuan Xiao, Jun Ma, Siwei Zhang
Understanding urban environment change is essential for sustainable development. However, current approaches, particularly remote sensing change detection, often rely on rigid, sin…