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 · 370 citations · Full text

Natural Language Processing, Retrieval Augmented Generation, Representation Degeneration Problem +14

Graph Neural Networks for Recommender System

Chen Gao, Xiang Wang, Xiangnan He et al. · 2022 · 256 citations

Artificial Intelligence, Graph Neural Networks, Network Science +15

Personalized Transfer of User Preferences for Cross-domain Recommendation

Yongchun Zhu, Zhenwei Tang, Yudan Liu et al. · 2022 · 204 citations

Personalized Transfer, Group Recommenders, Engineering +12

Contrastive Meta Learning with Behavior Multiplicity for Recommendation

Wei Wei, Chao Huang, Lianghao Xia et al. · 2022 · 186 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Heterogeneous Global Graph Neural Networks for Personalized Session-based Recommendation

Yitong Pang, Lingfei Wu, Qi Shen et al. · 2022 · 133 citations · Full text