Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation

Author:

Bian Shuqing1ORCID,Pan Xingyu1ORCID,Zhao Wayne Xin1ORCID,Wang Jinpeng2ORCID,Wang Chuyuan2ORCID,Wen Ji-Rong1ORCID

Affiliation:

1. Renmin University of China, Beijing, China

2. Meituan, Beijing, China

Publisher

ACM

Reference49 articles.

1. Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation

2. Shuqing Bian , Wayne Xin Zhao , Kun Zhou, Xu Chen, Jing Cai, Yancheng He, Xingji Luo, and Ji-Rong Wen. 2021 b. A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps. In WWW 2021. 3199--3209. Shuqing Bian, Wayne Xin Zhao, Kun Zhou, Xu Chen, Jing Cai, Yancheng He, Xingji Luo, and Ji-Rong Wen. 2021b. A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps. In WWW 2021. 3199--3209.

3. Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts

4. Jingyuan Chen Hanwang Zhang Xiangnan He Liqiang Nie Wei Liu and Tat-Seng Chua. 2017. Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. In SIGIR. ACM 335--344. Jingyuan Chen Hanwang Zhang Xiangnan He Liqiang Nie Wei Liu and Tat-Seng Chua. 2017. Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention. In SIGIR. ACM 335--344.

5. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey E. Hinton . 2020. A Simple Framework for Contrastive Learning of Visual Representations . In ICML 2020 . Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey E. Hinton. 2020. A Simple Framework for Contrastive Learning of Visual Representations. In ICML 2020.

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