3 papers
cs.AI2026
GeoSkill:Experience-Driven Hierarchical Skill Learning with Collaborative Revision forGeospatialAgents
Han Luo, Xian Xu, Yinhe Liu +1
Geospatial agents are increasingly expected to support recurring and evolving analytical tasks rather than execute isolated workflows. In such settings, effective agents must disti…
cs.CV2026
Multimodal Foundation Models Adaptation based on Domain-Aware Relaxed Orthogonal Subspace for Remote Sensing
Han Luo, Ruoyu Yang, Yinhe Liu +1
Pretrained foundation models (FMs) have achieved remarkable success in computer vision, yet their high fine-tuning cost limits practical deployment. Parameter-efficient fine-tuning…
eess.IV2024
Hierarchical Attention and Parallel Filter Fusion Network for Multi-Source Data Classification
Han Luo, Feng Gao, Junyu Dong +1
Hyperspectral image (HSI) and synthetic aperture radar (SAR) data joint classification is a crucial and yet challenging task in the field of remote sensing image interpretation. Ho…