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Naixin Zhai · Weihua Cheng · Dexu Yu · Yikai Gu · Hanwen Du · Junchen Fu · Chenxi Huang · Yingwei Song · Liyuan Ma · Yang Ran · Youhua Li · Yongxin Ni
Junchen Fu · Xuri Ge · Alexandros Karatzoglou · Ioannis Arapakis · Suzan Verberne · Joemon M. Jose · Zhaochun Ren
Generative recommendation provides a novel paradigm in which each item is represented by a discrete semantic ID (SID) learned from rich content. Most methods treat SIDs as predefined and train recommenders under static indexing. In practice, SIDs are optimized only for content reconstruction rath...