Can Generative Recommendation Reach Cold Items? A Temporal Perspective on Semantic-ID Generation

Jie Peng, Yanping Zheng, Zhewei Zhe +3

Semantic-ID-based generative recommendation represents items as sequences of shared semantic tokens, enabling token recombination beyond isolated item IDs. However, closed-world re…