Intent Contrastive Learning for Sequential Recommendation

5 February 2022

Papers citing "Intent Contrastive Learning for Sequential Recommendation"

50 / 64 papers shown

Title
Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 49 0 0 02 May 2025
MMHCL: Multi-Modal Hypergraph Contrastive Learning for Recommendation Xu Guo Tong Zhang Fuyun Wang Xudong Wang X. Zhang Xin Liu Zhen Cui 25 0 0 23 Apr 2025
Intent-aware Diffusion with Contrastive Learning for Sequential Recommendation Yuanpeng Qu Hajime Nobuhara DiffM AI4TS 22 0 0 22 Apr 2025
Diversity-aware Dual-promotion Poisoning Attack on Sequential Recommendation Yuchuan Zhao Tong Chen Junliang Yu Kai Zheng Lizhen Cui Hongzhi Yin 21 0 0 09 Apr 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 63 5 0 28 Mar 2025
Learnable Sequence Augmenter for Triplet Contrastive Learning in Sequential Recommendation Wei Wang Yujie Lin Jianli Zhao M. Zhang Pengjie Ren Xianye Ben Y. Li AI4TS 72 0 0 26 Mar 2025
Harmonizing Large Language Models with Collaborative Behavioral Signals for Conversational Recommendation G. Li Kuo Tian Jinnan Qi Qinghan Fu Zhen Wu Xinyu Dai 34 0 0 12 Mar 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 78 0 0 06 Mar 2025
Multiview graph dual-attention deep learning and contrastive learning for multi-criteria recommender systems Saman Forouzandeh P. Krivitsky Rohitash Chandra 55 0 0 26 Feb 2025
One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems Zuoli Tang Zhaoxin Huan Zihao Li Xiaolu Zhang Jun Hu Chilin Fu Jun Zhou Lixin Zou Chenliang Li 61 15 0 20 Feb 2025
Enhancing User Intent for Recommendation Systems via Large Language Models Xiaochuan Xu Zeqiu Xu Peiyang Yu Jiani Wang 36 7 0 18 Jan 2025
Scaling Sequential Recommendation Models with Transformers Pablo Zivic Hernán Ceferino Vázquez Jorge Sanchez OffRL LRM 71 1 0 10 Dec 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation Mingrui Liu Sixiao Zhang Cheng Long 26 0 0 03 Nov 2024
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model Wenjia Xie Hao Wang L. Zhang Rui Zhou Defu Lian Enhong Chen DiffM 36 3 0 31 Oct 2024
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation Chengkai Huang Shoujin Wang Xianzhi Wang Lina Yao 57 6 0 30 Oct 2024
Modeling Temporal Positive and Negative Excitation for Sequential Recommendation Chengkai Huang Shoujin Wang Xianzhi Wang Lina Yao 56 7 0 29 Oct 2024
Dual Conditional Diffusion Models for Sequential Recommendation Hongtao Huang Chengkai Huang Xiaojun Chang Wen Hu Lina Yao Julian McAuley Lina Yao DiffM 29 2 0 29 Oct 2024
CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs Yi Sun Yuri M. Brovman 19 0 0 15 Oct 2024
Enhancing Recommendation with Denoising Auxiliary Task Pengsheng Liu Linan Zheng Jiale Chen Guangfa Zhang Yang Xu Jinyun Fang NoLa 30 0 0 25 Sep 2024
Multi-intent Aware Contrastive Learning for Sequential Recommendation Junshu Huang Zi Long Xianghua Fu Yin Chen HAI 18 0 0 13 Sep 2024
Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models Wenjia Xie Rui Zhou Hao Wang Tingjia Shen Enhong Chen DiffM 31 9 0 30 Aug 2024
Contrastive Learning on Medical Intents for Sequential Prescription Recommendation Arya Hadizadeh Moghaddam Mohsen Nayebi Kerdabadi Mei Liu Zijun Yao 22 3 0 13 Aug 2024
Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation Hyunsik Jeon Se-eun Yoon Julian McAuley 21 1 0 04 Aug 2024
Semantic Codebook Learning for Dynamic Recommendation Models Zheqi Lv Shaoxuan He Ahmed Salem Minxing Zhang Wenqiao Zhang Jingyuan Chen Yang Zhang Fei Wu 16 5 0 31 Jul 2024
IntentRec: Predicting User Session Intent with Hierarchical Multi-Task Learning Sejoon Oh Moumita Bhattacharya Yesu Feng Sudarshan Lamkhede 22 1 0 25 Jul 2024
Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach Chuang Zhao Hongke Zhao Ming He Xiaomeng Li Jianping Fan 16 0 0 24 Jun 2024
SelfGNN: Self-Supervised Graph Neural Networks for Sequential Recommendation Yuxi Liu Lianghao Xia Chao Huang 20 13 0 31 May 2024
A Survey of Latent Factor Models in Recommender Systems Hind I. Alshbanat Hafida Benhidour Said Kerrache LRM BDL 30 1 0 28 May 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 36 7 0 21 May 2024
HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation Shereen Elsayed Ahmed Rashed Lars Schmidt-Thieme 43 1 0 29 Apr 2024
Contrastive Learning Method for Sequential Recommendation based on Multi-Intention Disentanglement Zeyu Hu Yuzhi Xiao Tao Huang Xuanrong Huo DRL 23 0 0 28 Apr 2024
FineRec:Exploring Fine-grained Sequential Recommendation Xiaokun Zhang Bo Xu Youlin Wu Yuan Zhong Hongfei Lin Fenglong Ma 25 7 0 19 Apr 2024
Knowledge-Aware Multi-Intent Contrastive Learning for Multi-Behavior Recommendation Shunpan Liang Junjie Zhao Chen Li Yu Lei HAI 16 1 0 18 Apr 2024
A Comprehensive Survey on Self-Supervised Learning for Recommendation Xubin Ren Wei Wei Lianghao Xia Chao Huang SSL 24 9 0 04 Apr 2024
Leave No One Behind: Online Self-Supervised Self-Distillation for Sequential Recommendation Shaowei Wei Zhengwei Wu Xin Li Qintong Wu Zhiqiang Zhang Jun Zhou Lihong Gu Jinjie Gu 21 2 0 22 Mar 2024
BiVRec: Bidirectional View-based Multimodal Sequential Recommendation Jiaxi Hu Jingtong Gao Xiangyu Zhao Yuehong Hu Yuxuan Liang Yiqi Wang Ming He Zitao Liu Hongzhi Yin HAI 28 1 0 27 Feb 2024
User-LLM: Efficient LLM Contextualization with User Embeddings Lin Ning Luyang Liu Jiaxing Wu Neo Wu D. Berlowitz Sushant Prakash Bradley Green S. O’Banion Jun Xie 37 32 0 21 Feb 2024
Within-basket Recommendation via Neural Pattern Associator Kai Luo Tianshu Shen Lan Yao Ga Wu A. Liblong Istvan Fehervari Ruijian An Jawad Ahmed Harshit Mishra Charu Pujari AI4TS 8 2 0 25 Jan 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun-Xiong Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 24 9 0 11 Jan 2024
Proxy-based Item Representation for Attribute and Context-aware Recommendation Jinseok Seol Minseok Gang Sang-goo Lee Jaehui Park 13 4 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 78 39 0 05 Dec 2023
GraphPro: Graph Pre-training and Prompt Learning for Recommendation Yuhao Yang Lianghao Xia Da Luo Kangyi Lin Chao Huang AI4CE 17 15 0 28 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 35 25 0 06 Nov 2023
Diffusion Augmentation for Sequential Recommendation Qidong Liu Fan Yan Xiangyu Zhao Zhaochen Du Huifeng Guo Ruiming Tang Feng Tian 17 36 0 22 Sep 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 28 41 0 22 Aug 2023
Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation Jiazheng Jing Yinan Zhang Xin Zhou Zhiqi Shen AI4TS 17 6 0 17 Aug 2023
SSLRec: A Self-Supervised Learning Framework for Recommendation Xubin Ren Lianghao Xia Yuhao Yang Wei Wei Tianle Wang Xuheng Cai Chao Huang 15 33 0 10 Aug 2023
Understanding User Intent Modeling for Conversational Recommender Systems: A Systematic Literature Review Siamak Farshidi Kiyan Rezaee Sara Mazaheri Amir Rahimi Ali Dadashzadeh Morteza Ziabakhsh S. Eskandari S. Jansen 17 3 0 05 Aug 2023
G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer Yuchen Zhuang Xin Shen Yan Zhao Chaosheng Dong Ming Wang Jin Li Chao Zhang AI4TS 22 3 0 25 Jun 2023
Graph Masked Autoencoder for Sequential Recommendation Yaowen Ye Lianghao Xia Chao Huang 16 38 0 08 May 2023