Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining

Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation

Ruihong Qiu, Zi Huang, Hongzhi Yin et al. · 2022 · 407 citations · Full text

Computing, Computer Science, Machine Learning +12

Graph Neural Networks for Recommender System

Chen Gao, Xiang Wang, Xiangnan He et al. · 2022 · 275 citations

Computing, Computer Science, Knowledge Representation +8

Personalized Transfer of User Preferences for Cross-domain Recommendation

Yongchun Zhu, Zhenwei Tang, Yudan Liu et al. · 2022 · 217 citations

Computing, Computer Science, Knowledge Transfer +13

Contrastive Meta Learning with Behavior Multiplicity for Recommendation

Wei Wei, Chao Huang, Lianghao Xia et al. · 2022 · 199 citations · Full text

Computing, Computer Science, Knowledge Representation +12

Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation

Yitong Pang, Lingfei Wu, Qi Shen et al. · 2022 · 138 citations · Full text

Computing, Computer Science, Heterogeneous Computing +13