Z
Zhiyuan Liu
Researcher at Alibaba Group
Publications - 2
Citations - 331
Zhiyuan Liu is an academic researcher from Alibaba Group. The author has contributed to research in topics: Recommender system & Deep learning. The author has an hindex of 2, co-authored 2 publications receiving 112 citations.
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Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Chao Li,Zhiyuan Liu,Mengmeng Wu,Yuchi Xu,Pipei Huang,Huan Zhao,Guoliang Kang,Qiwei Chen,Wei Li,Dik Lun Lee +9 more
TL;DR: This paper designs a multi-interest extractor layer based on the recently proposed dynamic routing mechanism, which is applicable for modeling and extracting diverse interests from user's behaviors, and proposes a technique named label-aware attention to help the learning process of user representations.
Proceedings ArticleDOI
Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Chao Li,Zhiyuan Liu,Mengmeng Wu,Yuchi Xu,Huan Zhao,Pipei Huang,Guoliang Kang,Qiwei Chen,Wei Li,Dik Lun Lee +9 more
TL;DR: In this article, a multi-interest extractor layer based on the recently proposed dynamic routing mechanism is proposed for modeling and extracting diverse interests from user's behaviors, and a technique named label-aware attention is proposed to help the learning process of user representations.