3 papers
cs.AI2026
MapSatisfyBench: Benchmarking Satisfaction-Aware Map Agents through Behavior-Grounded Implicit Decision Factors
Lubin Bai, Mengyu Cao, Sixue Wang +5
Large language model agents are increasingly integrated into map services. Since map services are embedded in everyday-life scenarios rather than professional task settings, users…
cs.CV2026
A high-resolution nationwide urban village mapping product for 342 Chinese cities based on foundation models
Lubin Bai, Sheng Xiao, Ziyu Yin +4
Urban Villages (UVs) represent a distinctive form of high-density informal settlement embedded within China's rapidly urbanizing cities. Accurate identification of UVs is critical…
cs.CV2025
GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data
Lubian Bai, Xiuyuan Zhang, Siqi Zhang +4
Integrating ground-level geospatial data with rich geographic context, like OpenStreetMap (OSM), into remote sensing (RS) foundation models (FMs) is essential for advancing geospat…