Yu-Hao Jia

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...