most citedSVFit: Parameter-Efficient Fine-Tuning of Large Pre-Trained Models Using Singular Values

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cs.IR2026

CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation

Yibiao Wei, Jie Zou, Pengfei Zhang +4

Generative recommendation frameworks typically represent items as discrete Semantic IDs (SIDs). While existing studies have sought to enhance SID construction by incorporating mult…