Lightweight Self-Attentive Sequential Recommendation

25 August 2021

Papers citing "Lightweight Self-Attentive Sequential Recommendation"

25 / 25 papers shown

Title
Gated Rotary-Enhanced Linear Attention for Long-term Sequential Recommendation Juntao Hu Wei Zhou Huayi Shen Xiao Du Jie Liao Junhao Wen Min Gao 28 0 0 16 Jun 2025
Lightweight Embeddings with Graph Rewiring for Collaborative Filtering Xurong Liang Tong Chen Wei Yuan Hongzhi Yin 22 0 0 25 May 2025
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation Qianru Zhang Liang Qu Honggang Wen Dong Huang Siu-Ming Yiu Nguyen Quoc Viet Hung Hongzhi Yin Mamba 120 1 0 07 May 2025
Lightweight yet Efficient: An External Attentive Graph Convolutional Network with Positional Prompts for Sequential Recommendation Jinyu Zhang Chao Li Zhongying Zhao 145 1 0 21 Feb 2025
Scaling Sequential Recommendation Models with Transformers Pablo Zivic Hernán Ceferino Vázquez Jorge Sanchez OffRL LRM 119 1 0 10 Dec 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 112 11 0 11 Jan 2024
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 85 5 0 11 Dec 2023
Experimental Analysis of Large-scale Learnable Vector Storage Compression Hailin Zhang Penghao Zhao Xupeng Miao Yingxia Shao Zirui Liu Tong Yang Tengjiao Wang 81 13 0 27 Nov 2023
Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems Hao Zhang Mingyue Cheng Qi Liu Ziqiang Liu AI4TS 138 3 0 01 Nov 2023
Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation Xin Gao Wentao Zhang Junliang Yu Yingxiao Shao Quoc Viet Hung Nguyen Tengjiao Wang Hongzhi Yin AI4CE GNN 116 10 0 17 Oct 2023
Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec? Anton Klenitskiy Alexey Vasilev 79 36 0 14 Sep 2023
Graph Condensation for Inductive Node Representation Learning Xin Gao Tong Chen Yilong Zang Wentao Zhang Quoc Viet Hung Nguyen Kai Zheng Hongzhi Yin DD AI4CE 105 38 0 29 Jul 2023
MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation Kibum Kim Dongmin Hyun Sukwon Yun Chanyoung Park 94 27 0 17 Apr 2023
Towards Lightweight Cross-domain Sequential Recommendation via External Attention-enhanced Graph Convolution Network Jinyu Zhang Huichuan Duan Lei Guo Liancheng Xu Xinhua Wang GNN 66 5 0 07 Feb 2023
A Comprehensive Survey on Trustworthy Recommender Systems Wenqi Fan Xiangyu Zhao Xiao Chen Jingran Su Jingtong Gao ... Qidong Liu Yiqi Wang Hanfeng Xu Lei Chen Qing Li FaML 107 48 0 21 Sep 2022
Beyond Learning from Next Item: Sequential Recommendation via Personalized Interest Sustainability Dongmin Hyun Chanyoung Park Junsu Cho Hwanjo Yu HAI 73 6 0 14 Sep 2022
Generating Negative Samples for Sequential Recommendation Yong-Guang Chen Jia Li Zhiwei Liu N. Keskar Haiquan Wang Julian McAuley Caiming Xiong 62 4 0 07 Aug 2022
ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences Mubashir Imran Hongzhi Yin Tong Chen Nguyen Quoc Viet Hung Alexander Zhou Kai Zheng 85 72 0 28 Jul 2022
A Systematic Review and Replicability Study of BERT4Rec for Sequential Recommendation Aleksandr V. Petrov Craig Macdonald 83 47 0 15 Jul 2022
Determinantal Point Process Likelihoods for Sequential Recommendation Yuli Liu Christian J. Walder Lexing Xie 62 15 0 25 Apr 2022
Decoupled Side Information Fusion for Sequential Recommendation Yueqi Xie Peilin Zhou Sunghun Kim 102 114 0 23 Apr 2022
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation Jinseok Seol Youngrok Ko Sang-goo Lee 71 21 0 22 Apr 2022
ELECRec: Training Sequential Recommenders as Discriminators Yong-Guang Chen Jia Li Caiming Xiong 69 16 0 05 Apr 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 96 315 0 05 Feb 2022
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 181 828 0 18 Aug 2020