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Si-Jing Zhang

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Conference Open access Sep 2026

DeepSTE: Deep Spectral Temporal Embeddings for Dynamic Graph Representation Learning

DeepSTE is proposed, a deep spectral temporal embedding framework for dynamic graphs that learns RFF representations via Monte Carlo importance sampling with a tractable proposal distribution and adopts a data-dependent scale parameter to construct the frequency proposal distribution reflecting time–frequency uncertain...

Qiang Huang, Ke Liu, Ren-Jie Gong et al. · 0 citations

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