Author

Yanping Zheng

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Preprint Oct 2026

Revisiting Temporal Link Prediction through Structural Proximity

Existing temporal link prediction methods typically rely on learned temporal representations to capture evolving interaction patterns. In this paper, we show that a classical structural proximity measure can match or outperform these methods without training or learned temporal sequence modeling. We revisit Personalize...

Yu-Zhang Fei, Yan-Ping Zheng, Lu Yi et al. · 0 citations

Jul 2026

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

This work revisits SID-based generative recommendation under an absolute-time temporal protocol that separates seen and unseen targets and diagnoses the cold item reachability at the token level, and shows that SID generation is compositional but not fully open-ended.

Jie Peng, Yanping Zheng, Zhewei Zhe et al. · arXiv.org · 1 citation