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Author

Yi-Cong Zhou

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Preprint Sep 2026

EarthLD: Towards Unified Open-World Landslide Understanding via Vision-Language Guided Diffusion Models

This work proposes EarthLD, a vision-language-guided diffusion framework for open-world landslide understanding, enabling unified landslide recognition, mapping, and trigger interpretation, and constructs a global-scale open-world landslide benchmark.

Yuan-Chao Su, Lian-Ru Gao, Mengying Jiang et al. · 0 citations
Preprint Aug 2026

USP-Mamba: Unmixing-Derived Spectral and Structural Prompting for Hyperspectral Image Super-Resolution

Hyperspectral image super-resolution aims to reconstruct high-resolution imagery while preserving dense spectral information. Recently, Mamba-based models have shown promising potential for this task by capturing long-range dependencies with linear computational complexity. Nevertheless, their causal sequence modeling...

Shi Chen, Jie Zhang, Yi-Cong Zhou · 0 citations

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