Paper
1、SASRec
Wang-Cheng Kang, Julian McAuley. Self-Attentive Sequential Recommendation[C]. In ICDE 2018.
2、DIN
Guorui Zhou, Chengru Song, Xiaoqiang Zhu, et al. Deep Interest Network for Click-Through Rate Prediction[C]. In KDD 2018.
3、DIEN
Guorui Zhou, Na Mou, Ying Fan, et al. Deep Interest Evolution Network for Click-Through Rate Prediction[C]. In AAAI 2019.
4、BERT4Rec
Fei Sun, Jun Liu, Jian Wu, et al. BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer[C]. In CIKM 2019.
5、BST
Qiwei Chen, Huan Zhao, Wei Li, et al. Behavior Sequence Transformer for E-commerce Recommendation in Alibaba[C]. In DLP-KDD 2019.
6、MIND
Chao Li, Zhiyuan Liu, Mengmeng Wu, et al. Multi-Interest Network with Dynamic Routing for Recommendation at Tmall[C]. In CIKM 2019.
7、DSIN
Yufei Feng, Fuyu Lv, Weichen Shen, et al. Deep Session Interest Network for Click-Through Rate Prediction[C]. In IJCAI 2019.
8、SIM
Pi Qi, Xiaoqiang Zhu, Guorui Zhou, et al. Search-based User Interest Modeling with Lifelong Sequential Behavior Data for Click-Through Rate Prediction[C]. In CIKM 2020.
9、DMT
Yulong Gu, Zhuoye Ding, Shuaiqiang Wang, et al. Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems[C]. In CIKM 2020.
10、ComiRec
Yukuo Cen,Jianwei Zhang, Xu Zou, et al. Controllable Multi-Interest Framework for Recommendation[C]. In KDD 2020.