4 citations · 8 across the 6 of their papers we have counts for
6 papers
GIScholarBench: Benchmarking LLM Overconfidence in GIS Research
Zongrng Li, Mingzheng Yang, Lei Zou +8
Large language models (LLMs) are increasingly used in academic research workflows, but scholarly tasks require high factual precision and therefore expose a key weakness: overconfi…
Predicting Healthcare System Visitation Flow by Integrating Hospital Attributes and Population Socioeconomics with Human Mobility Data
Binbin Lin, Lei Zou, Hao Tian +3
Healthcare visitation patterns are influenced by a complex interplay of hospital attributes, population socioeconomics, and spatial factors. However, existing research often adopts…
Hyperlocal disaster damage assessment using bi-temporal street-view imagery and pre-trained vision models
Yifan Yang, Lei Zou, Bing Zhou +4
Street-view images offer unique advantages for disaster damage estimation as they capture impacts from a visual perspective and provide detailed, on-the-ground insights. Despite se…
PRIME: A CyberGIS Platform for Resilience Inference Measurement and Enhancement
Debayan Mandal, Lei Zou, Rohan Singh Wilkho +6
In an era of increased climatic disasters, there is an urgent need to develop reliable frameworks and tools for evaluating and improving community resilience to climatic hazards at…
Understanding Human-COVID-19 Dynamics using Geospatial Big Data: A Systematic Literature Review
Binbin Lin, Lei Zou, Mingzheng Yang +5
The COVID-19 pandemic has changed human life. To mitigate the pandemic's impacts, different regions implemented various policies to contain COVID-19 and residents showed diverse re…
Statistical Machine Learning Meets High-Dimensional Spatiotemporal Challenges -- A Case Study of COVID-19 Modeling
Binbin Lin, Yimin Dai, Lei Zou +1
Diverse non-pharmacological interventions (NPIs), serving as the primary approach for COVID-19 control prior to pharmaceutical interventions, showed heterogeneous spatiotemporal ef…