5 citations · 14 across the 6 of their papers we have counts for
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cs.LG2021
Empowering General-purpose User Representation with Full-life Cycle Behavior Modeling
Bei Yang, Jie Gu, Ke Liu +4
User Modeling plays an essential role in industry. In this field, task-agnostic approaches, which generate general-purpose representation applicable to diverse downstream user cogn…
cs.LG2021★ 5 cited
Interest-oriented Universal User Representation via Contrastive Learning
Qinghui Sun, Jie Gu, Bei Yang +5
User representation is essential for providing high-quality commercial services in industry. Universal user representation has received many interests recently, with which we can b…
cs.LG2020★ 4 cited
Exploiting Behavioral Consistence for Universal User Representation
Jie Gu, Feng Wang, Qinghui Sun +4
User modeling is critical for developing personalized services in industry. A common way for user modeling is to learn user representations that can be distinguished by their inter…