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Author

Xiao Huang

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Review Open access Sep 2026

From Large Language Models to Agentic Systems: A Systematic Review of Generative AI in GIScience

Generative artificial intelligence (GenAI) is rapidly reshaping GIScience, yet the field has grown faster than its foundations have been systematically assessed. This review synthesizes how large language models (LLMs), vision‐language models (VLMs), diffusion models, and other generative approaches are deployed acro...

Jie-Lu Zhang, Xiao Huang, Geng-Chen Mai et al. · 0 citations
Open access Jul 2026

CyberGeoAI For Intelligent Spatial Decision Support

The evolution of spatial decision support systems (SDSS) is being rapidly shaped by the integration of Cyberinfrastructure (CI) and Geospatial Artificial Intelligence (GeoAI), collectively referred to as CyberGeoAI. The rise of big data, complex decision environments, and computing power gives opportunities for advance...

Zhe Zhang, Xiao Huang, Xinyue Ye et al. · 1 citation

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