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Yu Xia

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#artificial intelligence Preprint Oct 2026

Personal-Agent Mediated Recommendation with Cross-Platform User History

Modern recommendation is shifting from platform-centric personalization toward user-governed personalization, where a personal LLM agent can act on the user's behalf across services. We formalize this emerging paradigm as Personal-Agent Mediated Recommendation: a platform recommender ranks a candidate set using platfor...

Yu Xia, Jiang-Fan Zhang, Jun Xiao et al. · 0 citations

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