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Xuhao Wei

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Open access 2026

D2GSL: Self-Supervised Dual-Layer Structure-Driven Graph Structure Learning

D2GSL constructs a semantic similarity channel and a spectral feature channel to model node relationships from both local semantic and global spectral views and introduces a hyperadjacency matrix that explicitly models inter-layer node correspondences and enables joint structural reconstruction across channels.

Jun-Chen Zhang, Xuhao Wei, Xiaolei Gu et al. · 0 citations

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