STAN: Stage-Adaptive Network for Multi-Task Recommendation by Learning User Lifecycle-Based Representation

Author:

Li Wanda1ORCID,Zheng Wenhao2ORCID,Xiao Xuanji3ORCID,Wang Suhang4ORCID

Affiliation:

1. Tsinghua University, China

2. Shopee Company, China

3. Search&Recommendation, Shopee Company, China

4. Penn State University, USA

Funder

National Science Foundation

Publisher

ACM

Reference40 articles.

1. A Contrastive Sharing Model for Multi-Task Recommendation

2. Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck

3. Rich Caruana . 1997. Multitask learning. Machine learning 28, 1 ( 1997 ), 41–75. Rich Caruana. 1997. Multitask learning. Machine learning 28, 1 (1997), 41–75.

4. No country for old members

5. Xavier Glorot , Antoine Bordes , and Yoshua Bengio . 2011 . Deep sparse rectifier neural networks . In Proceedings of the 14th international conference on artificial intelligence and statistics. JMLR Workshop and Conference Proceedings, 315–323 . Xavier Glorot, Antoine Bordes, and Yoshua Bengio. 2011. Deep sparse rectifier neural networks. In Proceedings of the 14th international conference on artificial intelligence and statistics. JMLR Workshop and Conference Proceedings, 315–323.

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