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Ying-Long Xia

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#artificial intelligence Preprint Sep 2026

Self-Evolving Memory for Generative Recommendation

A self-evolving memory paradigm for generative recommendation is proposed, aiming to enable effective evolution across heterogeneous behavioral patterns, and three key principles for effective self-evolving recommendation systems are identified, including isolated memorization, reinforced evolution, and scalable applic...

Xin-Yu Lin, Zhuo-Song Jiang, Zi-Xiao Suo et al. · 0 citations

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