Author

Jun Yang

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Preprint Oct 2026

UniSGR-V2: Stepwise Target-Side Feature Anticipation and Crossing for Generative Recommendation

Semantic-ID-based generative recommendation unifies retrieval and ranking through autoregressive decoding but differs structurally from discriminative models, which can directly access rich target-item side features. The attributes are compressed into a finite codebook during quantization, while the target item remains...

Jun Yang, Jia-Siang Chen, Jia-Wei Sun et al. · 0 citations