CosRec: 2D Convolutional Neural Networks for Sequential Recommendation

27 August 2019

Papers citing "CosRec: 2D Convolutional Neural Networks for Sequential Recommendation"

31 / 31 papers shown

Title
ConsRec: Denoising Sequential Recommendation through User-Consistent Preference Modeling Haidong Xin Qiushi Xiong Zhenghao Liu Sen Mei Yukun Yan Shi Yu Shuo Wang Yu Gu Ge Yu Chenyan Xiong HAI 55 0 0 28 May 2025
Diffusion-driven SpatioTemporal Graph KANsformer for Medical Examination Recommendation Jiacheng Li Yangtao Zhou Zhifu Zhao Qinglan Huang Jian Qi Xiao He Hua Chu Fu Li DiffM MedIm 117 1 0 12 May 2025
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Jiakai Tang Sunhao Dai Teng Shi Jun Xu X. Chen Wen Chen Wu Jian Yuning Jiang LRM 158 10 0 28 Mar 2025
ELASTIC: Efficient Linear Attention for Sequential Interest Compression Jiaxin Deng Shiyao Wang Song Lu Yinfeng Li Xinchen Luo Yuanjun Liu Peixing Xu Guorui Zhou 115 0 0 18 Aug 2024
Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation Mingjia Yin Hao Wang Wei Guo Yong Liu Zhi Li Sirui Zhao Defu Lian Enhong Chen 113 8 0 21 May 2024
CALRec: Contrastive Alignment of Generative LLMs For Sequential Recommendation Yaoyiran Li Xiang Zhai M. Alzantot Keyi Yu Ivan Vulić Anna Korhonen Mohamed Hammad 90 16 0 03 May 2024
Denoising Time Cycle Modeling for Recommendation Sicong Xie Qunwei Li Weidi Xu Kaiming Shen Shaohu Chen Leon Wenliang Zhong AI4TS 52 8 0 05 Feb 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
Modeling User Viewing Flow Using Large Language Models for Article Recommendation Zhenghao Liu Zulong Chen Moufeng Zhang Shaoyang Duan Hong Wen Liangyue Li Nan Li Yu Gu Ge Yu 51 6 0 12 Nov 2023
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation Mingjia Yin Hao Wang Xiang Xu Likang Wu Sirui Zhao Wei Guo Yong Liu Ruiming Tang Defu Lian Enhong Chen LMTD AI4TS HAI 110 29 0 06 Nov 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases Zhenghao Liu Senkun Mei Chenyan Xiong Xiaohua Li Shi Yu Zhiyuan Liu Yu Gu Ge Yu 103 26 0 27 Aug 2023
Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing Ziwei Fan Zhiwei Liu Hao Peng Philip S. Yu 79 1 0 21 Jun 2023
Graph Masked Autoencoder for Sequential Recommendation Yaowen Ye Lianghao Xia Chao Huang 101 45 0 08 May 2023
COUPA: An Industrial Recommender System for Online to Offline Service Platforms Sicong Xie Binbin Hu Feng Li Ziqi Liu Qing Cui Wenliang Zhong Jun Zhou 42 0 0 25 Apr 2023
Towards More Robust and Accurate Sequential Recommendation with Cascade-guided Adversarial Training Juntao Tan Shelby Heinecke Zhiwei Liu Yong-Guang Chen Yongfeng Zhang Haiquan Wang AAML 68 5 0 11 Apr 2023
Mutual Wasserstein Discrepancy Minimization for Sequential Recommendation Ziwei Fan Zhiwei Liu Hao Peng Philip S Yu 82 16 0 28 Jan 2023
Sequential Recommendation with Auxiliary Item Relationships via Multi-Relational Transformer Ziwei Fan Zhiwei Liu Chen Wang Peijie Huang Hao Peng Philip S. Yu 73 7 0 24 Oct 2022
IDNP: Interest Dynamics Modeling using Generative Neural Processes for Sequential Recommendation Jing Du Zesheng Ye Lina Yao Bin Guo Zhiwen Yu AI4TS 73 13 0 09 Aug 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 86 37 0 30 Jun 2022
Recommender Transformers with Behavior Pathways Zhiyu Yao Xinyang Chen Sinan Wang Qinyan Dai Yumeng Li Tanchao Zhu Mingsheng Long 80 4 0 13 Jun 2022
Decoupled Side Information Fusion for Sequential Recommendation Yueqi Xie Peilin Zhou Sunghun Kim 102 114 0 23 Apr 2022
Data Augmentation Strategies for Improving Sequential Recommender Systems Jooeun Song B. Suh 16 9 0 26 Mar 2022
Symmetry Structured Convolutional Neural Networks K. D. G. Maduranga Vasily Zadorozhnyy Qiang Ye 121 4 0 03 Mar 2022
Intent Contrastive Learning for Sequential Recommendation Yong-Guang Chen Zhiwei Liu Jia Li Julian McAuley Caiming Xiong 96 315 0 05 Feb 2022
Sequential Recommendation via Stochastic Self-Attention Ziwei Fan Zhiwei Liu Alice Wang Zahra Nazari Lei Zheng Hao Peng Philip S. Yu AI4TS 91 145 0 16 Jan 2022
Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation Ziwei Fan Zhiwei Liu Lei Zheng Shen Wang Philip S. Yu 89 51 0 11 Jun 2021
Dynamic Memory based Attention Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Ninghao Liu Xiao Shi Huang Hongxia Yang Jingren Zhou Helen Zhou HAI 168 66 0 18 Feb 2021
Sparse-Interest Network for Sequential Recommendation Qiaoyu Tan Jianwei Zhang Jiangchao Yao Ninghao Liu Jingren Zhou Hongxia Yang Helen Zhou 135 141 0 18 Feb 2021
Interest-Behaviour Multiplicative Network for Resource-limited Recommendation Haihua Shi Tong Zhang Zhen Cui Jian Yang 71 1 0 24 Sep 2020
COMET: Convolutional Dimension Interaction for Collaborative Filtering Zhuoyi Lin Lei Feng Xingzhi Guo Yu Zhang Rui Yin C. Kwoh Chi Xu AI4TS 64 6 0 28 Jul 2020
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation Fajie Yuan Xiangnan He Haochuan Jiang G. Guo Jian Xiong Zhezhao Xu Yilin Xiong AI4TS 92 104 0 11 Jun 2019