Contrastive Self-supervised Sequential Recommendation with Robust
Augmentation

Contrastive Self-supervised Sequential Recommendation with Robust Augmentation

14 August 2021

Yong-Guang Chen

Philip S. Yu

Papers citing "Contrastive Self-supervised Sequential Recommendation with Robust Augmentation"

14 / 14 papers shown

Title
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection Zhikai Wang Yanyan Shen Zexi Zhang Li He Yichun Li Hao Gu Yinghua Zhang 49 0 0 27 Apr 2025
Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation Ziqiang Cui Yunpeng Weng Xing Tang Xiaokun Zhang Dugang Liu ... Peiyang Liu Bowei He Weihong Luo Xiuqiang He Chen Ma AI4TS 80 0 0 06 Mar 2025
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction Chen Wang Fangxin Wang Ruocheng Guo Yueqing Liang Philip S. Yu 118 4 0 21 Feb 2025
Contrastive Learning Method for Sequential Recommendation based on Multi-Intention Disentanglement Zeyu Hu Yuzhi Xiao Tao Huang Xuanrong Huo DRL 39 0 0 28 Apr 2024
AdaptSSR: Pre-training User Model with Augmentation-Adaptive Self-Supervised Ranking Yang Yu Qi Liu Kai Zhang Yuren Zhang Chao Song Min Hou Yuqing Yuan Zhihao Ye Zaixin Zhang Sanshi Lei Yu 30 2 0 15 Oct 2023
Graph Masked Autoencoder for Sequential Recommendation Yaowen Ye Lianghao Xia Chao Huang 23 38 0 08 May 2023
Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation Ziwei Fan Zhiwei Liu Hao Peng Philip S Yu 22 15 0 28 Jan 2023
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation Aleksandr V. Petrov Craig Macdonald 25 45 0 15 Jul 2022
Improving Multi-Interest Network with Stable Learning Zhaocheng Liu Yingtao Luo Di Zeng Qiang Liu Daqing Chang Dongying Kong Zhi Chen HAI 42 1 0 14 Jul 2022
Knowledge Graph Contrastive Learning for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chenliang Li 22 321 0 02 May 2022
ELECRec: Training Sequential Recommenders as Discriminators Yong-Guang Chen Jia Li Caiming Xiong 16 15 0 05 Apr 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 37 287 0 05 Feb 2022
Modeling Dynamic Attributes for Next Basket Recommendation Yong-Guang Chen Jia Li Chenghao Liu Chenxi Li M. Anderle Julian McAuley Caiming Xiong 28 18 0 23 Sep 2021
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 109 145 0 02 May 2021