Abstract: This presentation examines the critical role of geospatial technologies in addressing complex challenges within local government operations. Geospatial data—information tied to specific locations—underpins essential functions such as resource management, service delivery, and equity analysis. Attendees will gain…

Abstract: Transformer-based large language models (LLMs) have achieved remarkable success, yet many challenges remain. In this talk, I will address a fundamental question: Do all tokens require the same amount of computation within a Transformer? I will share insights into this question and introduce our dynamic layer-skipping and…