S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization

18 August 2020

Papers citing "S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

50 / 245 papers shown

Title
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model Zelong Li Jianchao Ji Yingqiang Ge Wenyue Hua Yongfeng Zhang 44 6 0 01 Feb 2024
Improving conversion rate prediction via self-supervised pre-training in online advertising Alex Shtoff Yohay Kaplan Ariel Raviv 34 0 0 25 Jan 2024
EfficientRec an unlimited user-item scale recommendation system based on clustering and users interaction embedding profile Vu Hong Quan Le Hoang Ngan Le Minh Duc Nguyen Tran Ngoc Linh Hoang-Quynh Le 27 0 0 18 Jan 2024
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations Lei Li Jianxun Lian Xiao Zhou Xing Xie 51 2 0 12 Jan 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 82 11 0 11 Jan 2024
Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns Xin Liu Zheng Li Yifan Gao Jingfeng Yang Tianyu Cao Zhengyang Wang Bing Yin Yangqiu Song AI4TS 92 11 0 23 Dec 2023
On the Effectiveness of Unlearning in Session-Based Recommendation Xin Xin Liu Yang Ziqi Zhao Pengjie Ren Zhumin Chen Jun Ma Zhaochun Ren MU 88 3 0 22 Dec 2023
Generative Pretraining at Scale: Transformer-Based Encoding of Transactional Behavior for Fraud Detection Zewen Zhao Zheng Zhu Guilin Li Wenhan Wang Boyuan Wang 30 2 0 22 Dec 2023
An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention Yehjin Shin Jeongwhan Choi Hyowon Wi Noseong Park 90 36 0 16 Dec 2023
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 83 5 0 11 Dec 2023
E4SRec: An Elegant Effective Efficient Extensible Solution of Large Language Models for Sequential Recommendation Xinhang Li Chong Chen Xiangyu Zhao Yong Zhang Chunxiao Xing 135 47 0 05 Dec 2023
Dynamic Collaborative Filtering for Matrix- and Tensor-based Recommender Systems Albert Saiapin Ivan Oseledets Evgeny Frolov HAI 92 0 0 04 Dec 2023
Unveiling Vulnerabilities of Contrastive Recommender Systems to Poisoning Attacks Zongwei Wang Junliang Yu Min Gao Hongzhi Yin Tengjiao Wang S. Sadiq AAML 61 7 0 30 Nov 2023
GraphPro: Graph Pre-training and Prompt Learning for Recommendation Yuhao Yang Lianghao Xia Da Luo Kangyi Lin Chao Huang AI4CE 99 16 0 28 Nov 2023
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation Jia Li Yanyan Shen Lei Chen Charles Wang Wai Ng 53 3 0 27 Nov 2023
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation Chung Park Taesan Kim Taekyoon Choi Junui Hong Yelim Yu ... Kyunam Lee Sungil Ryu Hyungjun Yoon Minsung Choi Jaegul Choo 47 11 0 22 Nov 2023
ID Embedding as Subtle Features of Content and Structure for Multimodal Recommendation Yuting Liu Enneng Yang Yizhou Dang Guibing Guo Qiang Liu Yuliang Liang Linying Jiang Xingwei Wang 76 10 0 10 Nov 2023
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation F. Wang Xingyu Gao Zhenyu Chen Lei Lyu 43 12 0 06 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 85 28 0 06 Nov 2023
LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation Kai Mei Yongfeng Zhang VLM 210 11 0 26 Oct 2023
Context-aware feature attribution through argumentation Jinfeng Zhong E. Negre FAtt 53 0 0 24 Oct 2023
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data Dongyu Zhang Liang Wang Xin Dai Shubham Jain Junpeng Wang Yujie Fan Chin-Chia Michael Yeh Yan Zheng Zhongfang Zhuang Wei Zhang LMTD AI4TS 80 10 0 20 Oct 2023
Unified Pretraining for Recommendation via Task Hypergraphs Mingdai Yang Zhiwei Liu Liangwei Yang Xiao-lin Liu Chen Wang Hao Peng Philip S. Yu 57 12 0 20 Oct 2023
Context-aware Session-based Recommendation with Graph Neural Networks Zhihui Zhang Jianxiang Yu Xiang Li 76 1 0 14 Oct 2023
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems Junjie Zhang Yupeng Hou Ruobing Xie Wenqi Sun Julian McAuley Wayne Xin Zhao Leyu Lin Ji-Rong Wen LLMAG 43 84 0 13 Oct 2023
Diffusion Augmentation for Sequential Recommendation Qidong Liu Fan Yan Xiangyu Zhao Zhaochen Du Huifeng Guo Ruiming Tang Feng Tian 65 41 0 22 Sep 2023
Long-tail Augmented Graph Contrastive Learning for Recommendation Qian Zhao Zhengwei Wu Qing Cui Jun Zhou 19 5 0 20 Sep 2023
Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling Junzhe Jiang Shang Qu Mingyue Cheng Qi Liu Zhiding Liu ... Rujiao Zhang Kai Zhang Rui Li Jiatong Li Min Gao KELM 61 8 0 19 Sep 2023
Representation Learning in Low-rank Slate-based Recommender Systems Yijia Dai Wen Sun OffRL 45 0 0 10 Sep 2023
RecMind: Large Language Model Powered Agent For Recommendation Yancheng Wang Ziyan Jiang Zheng Chen Fan Yang Yingxue Zhou Eunah Cho Xing Fan Xiaojiang Huang Yanbin Lu Yingzhen Yang LLMAG LM&Ro LRM 105 103 0 28 Aug 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 96 25 0 27 Aug 2023
LLMRec: Benchmarking Large Language Models on Recommendation Task Junling Liu Chao-Hong Liu Peilin Zhou Qichen Ye Dading Chong ... Yueqi Xie Dongyuan Li Shoujin Wang Chenyu You Philip S.Yu ALM LRM 48 34 0 23 Aug 2023
MISSRec: Pre-training and Transferring Multi-modal Interest-aware Sequence Representation for Recommendation Jinpeng Wang Ziyun Zeng Yunxiao Wang Yuting Wang Xingyu Lu Tianxiang Li Jun Yuan Rui Zhang Haitao Zheng Shutao Xia 69 48 0 22 Aug 2023
Large Language Models as Zero-Shot Conversational Recommenders Zhankui He Zhouhang Xie Rahul Jha Harald Steck Dawen Liang Yesu Feng Bodhisattwa Prasad Majumder Nathan Kallus Julian McAuley 101 142 0 19 Aug 2023
Temporal Interest Network for User Response Prediction Haolin Zhou Junwei Pan Xinyi Zhou Xihua Chen Jie Jiang Xiaofeng Gao Guihai Chen 84 9 0 15 Aug 2023
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling Aleksandr V. Petrov Craig Macdonald 50 35 0 14 Aug 2023
Knowledge Prompt-tuning for Sequential Recommendation Jian F. Zhai Xiawu Zheng Changjian Wang Hui Li Yonghong Tian VLM 53 25 0 14 Aug 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation Wei Jin Haitao Mao Zheng Li Haoming Jiang Cheng-hsin Luo ... Suhang Wang Yizhou Sun Jiliang Tang Bing Yin Xianfeng Tang AI4TS 78 41 0 19 Jul 2023
AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation Jaeheyoung Jeon Jung Hyun Ryu Jewoong Cho Myung-joo Kang 51 1 0 07 Jul 2023
Knowledge Graph Self-Supervised Rationalization for Recommendation Yuhao Yang Chao Huang Lianghao Xia Chunzhen Huang 81 98 0 06 Jul 2023
Counterfactual Collaborative Reasoning Jianchao Ji Zelong Li Shuyuan Xu Max Xiong Juntao Tan Yingqiang Ge Hao Wang Yongfeng Zhang CML LRM 77 11 0 30 Jun 2023
Addressing the Rank Degeneration in Sequential Recommendation via Singular Spectrum Smoothing Ziwei Fan Zhiwei Liu Hao Peng Philip S. Yu 77 1 0 21 Jun 2023
Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce Juan Gong Zhe Chen Chao Ma Zhuojian Xiao Hong Wang Guoyu Tang Lin Liu Sulong Xu Bo Long Yunjiang Jiang 54 4 0 08 Jun 2023
PDT: Pretrained Dual Transformers for Time-aware Bipartite Graphs Xinlan Dai Yujie Fan Zhongfang Zhuang Shubham Jain Chin-Chia Michael Yeh Junpeng Wang Liang Wang Yan Zheng Prince Osei Aboagye Wei Zhang 31 1 0 02 Jun 2023
Self Contrastive Learning for Session-based Recommendation Zhengxiang Shi Xi Wang Aldo Lipani 93 5 0 02 Jun 2023
Robust Reinforcement Learning Objectives for Sequential Recommender Systems Melissa Mozifian Tristan Sylvain David Evans Li Meng OffRL 49 0 0 30 May 2023
TriMLP: Revenge of a MLP-like Architecture in Sequential Recommendation Yiheng Jiang Yuanbo Xu Yongjian Yang Funing Yang Pengyang Wang Hui Xiong 69 2 0 24 May 2023
VIP5: Towards Multimodal Foundation Models for Recommendation Shijie Geng Juntao Tan Shuchang Liu Zuohui Fu Yongfeng Zhang 95 77 0 23 May 2023
When Search Meets Recommendation: Learning Disentangled Search Representation for Recommendation Zihua Si Zhongxiang Sun Xiao Zhang Jun Xu Xiaoxue Zang Yang Song Kun Gai Jirong Wen AI4TS 59 21 0 18 May 2023
Large Language Models are Zero-Shot Rankers for Recommender Systems Yupeng Hou Junjie Zhang Zihan Lin Hongyu Lu Ruobing Xie Julian McAuley Wayne Xin Zhao LRM ALM 67 328 0 15 May 2023