Rui Li

LLM4GIS: Methods, Applications, and Prospects

The rapid advancement of large language models (LLMs) offers new avenues for overcoming the limitations of current data-driven GIS analysis methods, giving rise to the emerging field of large language model-driven GIS analysis (LLM4GIS). This study presents a systematic review of...

GKR-Spike: A Cross-Attention Enhanced Hybrid SNN via Gaussian Kernel Density Estimation and Key-Residual Frames for AIoT

Device-free fall detection using Wi-Fi Channel State Information (CSI) is promising for pervasive health monitoring but is impeded by environmental dependency and a high computational cost. While deep learning (DL) methods can automatically extract features, computationally expen...