AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation

Author:

Jiang Juyong1ORCID,Zhang Peiyan2ORCID,Luo Yingtao3ORCID,Li Chaozhuo4ORCID,Kim Jae Boum2ORCID,Zhang Kai5ORCID,Wang Senzhang6ORCID,Xie Xing4ORCID,Kim Sunghun1ORCID

Affiliation:

1. The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

2. The Hong Kong University of Science and Technology, Hong Kong, China

3. Carnegie Mellon University, Pittsburgh, PA, USA

4. Microsoft Research Asia, Beijing, China

5. East China Normal University, Shanghai, China

6. Central South University, Changsha, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference69 articles.

1. Neural News Recommendation with Long- and Short-term User Representations

2. Jimmy Lei Ba , Jamie Ryan Kiros, and Geoffrey E Hinton . 2016 . Layer normalization. arXiv preprint arXiv:1607.06450 (2016). Jimmy Lei Ba, Jamie Ryan Kiros, and Geoffrey E Hinton. 2016. Layer normalization. arXiv preprint arXiv:1607.06450 (2016).

3. Behavior sequence transformer for e-commerce recommendation in Alibaba

4. Session-Based Recommendation with Local Invariance

5. Sung Min Cho , Eunhyeok Park , and Sungjoo Yoo . 2020 . MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation. In Fourteenth ACM Conference on Recommender Systems. 515--520 . Sung Min Cho, Eunhyeok Park, and Sungjoo Yoo. 2020. MEANTIME: Mixture of Attention Mechanisms with Multi-temporal Embeddings for Sequential Recommendation. In Fourteenth ACM Conference on Recommender Systems. 515--520.

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