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Xiang-Rui Yang

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#artificial intelligence Preprint Sep 2026

OneLA: Scaling Linear-Attention Decoding to Large Beams in Generative Recommendation

This work presents OneLA, a linear-attention decoding framework that exploits the shared prompt and short divergent suffixes of GR workloads, and represents all beam states using a single shared prompt-derived state and compact, append-only records of their divergent transitions.

Xiang-Rui Yang, Cheng Peng, Yun-Feng Zhao et al. · 1 citation