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Author

Shuo Xiao

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Oct 2026

DynFreqRec: A frequency-aware training–inference synergistic enhancement framework for sequential recommendation

DynFreqRec, a Frequency-Aware Training–Inference Synergistic Enhancement Framework for sequential recommendation, builds on an existing Base Time-Frequency Encoder that uses adaptive frequency-domain filtering and the Haar Wavelet Transform to characterize global preferences, periodic interests, and local non-stationar...

Zhen-Zhen Huang, Xiao Song, Shuo Xiao et al. · 0 citations
Oct 2026

IFCRec: interest-feature dual calibration for graph recommendation

This work proposes IFCRec, an Interest-Feature dual calibration recommendation method, which builds upon LightGCN style graph propagation and treats representations from different layers as hierarchical interest views under different-order neighborhoods and achieves superior performance over representative graph recomm...

Zhen-Zhen Huang, Wei-Ran Li, Shuo Xiao et al. · 0 citations

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