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Author

Yao Ding

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2026

Frequency-Aware Kernel-Centered Prior Attention Network for Hyperspectral Image Classification

Hyperspectral image (HSI) classification remains challenging because local discriminative cues around land-cover transitions, mixed pixels, and abrupt material boundaries are often under-modeled, while global attention can be distracted by spatially disconnected yet spectrally similar regions. To address these issues,...

Xiang-Yue Wang, Shu-Li Cheng, An-Yu Du et al. · 0 citations
Conference Open access Sep 2026

Beyond Implicit Constraint: Explicit Low-Rank Structured Subspace Learning for Fast Attributed Graph Clustering

ELSS learns an explicit and nonlinear low-rank subspace within a graph-structured embedding space, effectively un-covering latent cluster structures and introduces a homophily-aware adaptive graph filter, which dynamically calibrates smoothing intensity to preserve discriminative ego-information.

Yao-Ming Cai, Song Liu, Zijia Zhang et al. · 0 citations

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