A Survey on User Behavior Modeling in Recommender Systems

A Survey on User Behavior Modeling in Recommender Systems

22 February 2023

Ruiming Tang

Papers citing "A Survey on User Behavior Modeling in Recommender Systems"

9 / 9 papers shown

Title
LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders Zheng Chai Qin Ren Xijun Xiao Heng Yang Bo Han ... Xiang Sun Yaocheng Tan Peng Xu Yuchao Zheng Di Wu 51 0 0 07 May 2025
Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation Chenhao Zhai Chang Meng Yu Yang Kexin Zhang Xuhao Zhao Xiu Li 93 0 0 04 Feb 2025
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems Han Zhang Mingyue Cheng Qi Liu Zichen Liu Junzhe Jiang Enhong Chen AI4TS 55 3 0 03 Jan 2025
Personalized Negative Reservoir for Incremental Learning in Recommender Systems Antonios Valkanas Yuening Wang Yingxue Zhang Mark J. Coates CLL 48 1 0 06 Mar 2024
A Survey on Self-Supervised Learning for Non-Sequential Tabular Data Wei-Yao Wang Wei-Wei Du Derek Xu Wei Wang Wenjie Peng LMTD 50 7 0 02 Feb 2024
Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction Yue Cao Xiaojiang Zhou Jiaqi Feng Peihao Huang Yao Xiao Dayao Chen Sheng Chen 82 40 0 20 May 2022
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Bo Zhang Liefeng Bo MLAU 97 122 0 08 Oct 2021
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Xiyue Zhang Hongsheng Yang J. Pei Liefeng Bo 126 194 0 08 Oct 2021
Graph Meta Network for Multi-Behavior Recommendation Lianghao Xia Yong-mei Xu Chao Huang Peng Dai Liefeng Bo AI4CE 64 188 0 08 Oct 2021