A Simple Convolutional Generative Network for Next Item Recommendation

15 August 2018

Fajie Yuan

Alexandros Karatzoglou

Papers citing "A Simple Convolutional Generative Network for Next Item Recommendation"

50 / 115 papers shown

Title
A Survey on Side Information-driven Session-based Recommendation: From a Data-centric Perspective Xiaokun Zhang Bo Xu Chenliang Li Bowei He Hongfei Lin Chen Ma Fenglong Ma 7 0 0 18 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 58 0 0 12 May 2025
Dynamic Time-aware Continual User Representation Learning Seungyoon Choi Sein Kim Hongseok Kang Wonjoong Kim Chanyoung Park CLL 57 0 0 23 Apr 2025
Improving Sequential Recommenders through Counterfactual Augmentation of System Exposure Ziqi Zhao Zhaochun Ren Jiyuan Yang Zuming Yan Zihan Wang Liu Yang Pengjie Ren Zhumin Chen Maarten de Rijke Xin Xin CML 37 0 0 18 Apr 2025
Integrating Textual Embeddings from Contrastive Learning with Generative Recommender for Enhanced Personalization Yijun Liu AI4TS 26 0 0 13 Apr 2025
A Novel Mamba-based Sequential Recommendation Method Jun Yuan Mamba 183 0 0 10 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 75 5 0 28 Mar 2025
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems Kibum Kim Sein Kim Hongseok Kang Jiwan Kim Heewoong Noh Yeonjun In Kanghoon Yoon Jinoh Oh Chanyoung Park 67 0 0 08 Mar 2025
Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation Kairui Fu Zheqi Lv Shengyu Zhang Fan Wu Kun Kuang 42 0 0 07 Jan 2025
AutoSAM: Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems Hao Zhang Mingyue Cheng Qi Liu Ziqiang Liu Junzhe Jiang Enhong Chen AI4TS 55 3 0 03 Jan 2025
Dual Contrastive Transformer for Hierarchical Preference Modeling in Sequential Recommendation Chengkai Huang Shoujin Wang Xianzhi Wang Lina Yao 62 7 0 30 Oct 2024
Modeling Temporal Positive and Negative Excitation for Sequential Recommendation Chengkai Huang Shoujin Wang Xianzhi Wang Lina Yao 69 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 47 2 0 29 Oct 2024
Sequential LLM Framework for Fashion Recommendation Han Liu Xianfeng Tang Tianlang Chen Jiapeng Liu Indu Indu ... Roberto Fernandez Galan Michael D Porter Dongmei Jia Ning Zhang Lian Xiong AI4TS 35 1 0 15 Oct 2024
Minimizing Live Experiments in Recommender Systems: User Simulation to Evaluate Preference Elicitation Policies Chih-Wei Hsu Martin Mladenov Ofer Meshi James Pine Hubert Pham ... Xujian Liang Anton Polishko Li Yang Ben Scheetz Craig Boutilier OffRL 25 2 0 26 Sep 2024
Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation Li Li Mingyue Cheng Zhiding Liu Hao Zhang Qi Liu Enhong Chen VLM 49 0 0 23 Sep 2024
DifFaiRec: Generative Fair Recommender with Conditional Diffusion Model Zhenhao Jiang Jicong Fan FaML 26 1 0 18 Sep 2024
Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator Jun Yin Zhengxin Zeng Mingzheng Li Hao Yan Chaozhuo Li ... Denvy Deng Feng Sun Qi Zhang Shirui Pan Senzhang Wang 23 1 0 14 Sep 2024
Multi-intent Aware Contrastive Learning for Sequential Recommendation Junshu Huang Zi Long Xianghua Fu Yin Chen HAI 23 0 0 13 Sep 2024
Laser: Parameter-Efficient LLM Bi-Tuning for Sequential Recommendation with Collaborative Information Xinyu Zhang Linmei Hu Luhao Zhang Dandan Song Heyan Huang Liqiang Nie 68 0 0 03 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 44 9 0 30 Aug 2024
Modeling and Analyzing the Influence of Non-Item Pages on Sequential Next-Item Prediction Elisabeth Fischer Albin Zehe Andreas Hotho Daniel Schlor HAI 28 0 0 28 Aug 2024
Bidirectional Gated Mamba for Sequential Recommendation Ziwei Liu Qidong Liu Yejing Wang Wanyu Wang Pengyue Jia Maolin Wang Zitao Liu Yi Chang Xiangyu Zhao Mamba 22 3 0 21 Aug 2024
Calibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation Hyunsik Jeon Se-eun Yoon Julian McAuley 42 1 0 04 Aug 2024
Pacer and Runner: Cooperative Learning Framework between Single- and Cross-Domain Sequential Recommendation Chung Park Taesan Kim Hyungjun Yoon Junui Hong Yelim Yu Mincheol Cho Minsung Choi Jaegul Choo 33 4 0 15 Jul 2024
Light-weight End-to-End Graph Interest Network for CTR Prediction in E-commerce Search Pipi Peng Yunqing Jia Ziqiang Zhou murmurhash Zichong Xiao GNN 35 0 0 25 Jun 2024
Positional encoding is not the same as context: A study on positional encoding for sequential recommendation Alejo López-Ávila Jinhua Du Abbas Shimary Ze Li 40 1 0 16 May 2024
Retrieval and Distill: A Temporal Data Shift-Free Paradigm for Online Recommendation System Lei Zheng Ning Li Weinan Zhang Yong Yu AI4TS 41 0 0 24 Apr 2024
Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System Sein Kim Hongseok Kang Seungyoon Choi Donghyun Kim Minchul Yang Chanyoung Park KELM 49 19 0 17 Apr 2024
Leave No One Behind: Online Self-Supervised Self-Distillation for Sequential Recommendation Shaowei Wei Zhengwei Wu Xin Li Qintong Wu Qing Cui Jun Zhou Lihong Gu Jinjie Gu 45 3 0 22 Mar 2024
A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation Bowen Zheng Zihan Lin Enze Liu Chen Yang Enyang Bai Cheng Ling Wayne Xin Zhao Ji-Rong Wen 27 4 0 20 Mar 2024
EasyRL4Rec: An Easy-to-use Library for Reinforcement Learning Based Recommender Systems Yuanqing Yu Chongming Gao Jiawei Chen Heng Tang Yuefeng Sun Qian Chen Weizhi Ma Min Zhang OffRL 42 2 0 23 Feb 2024
MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems Lichi Li Zainul Din Zhen Tan Sam London Tianlong Chen Ajay Daptardar 47 0 0 22 Feb 2024
BMLP: Behavior-aware MLP for Heterogeneous Sequential Recommendation Weixin Li Yuhao Wu Yang Liu Weike Pan Zhong Ming 35 4 0 20 Feb 2024
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations Lei Li Jianxun Lian Xiao Zhou Xing Xie 37 2 0 12 Jan 2024
Hypergraph Enhanced Knowledge Tree Prompt Learning for Next-Basket Recommendation Zi-Feng Mai Chang-Dong Wang Zhongjie Zeng Ya Li Jiaquan Chen Philip S. Yu 26 1 0 26 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 32 3 0 22 Dec 2023
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 25 6 0 12 Nov 2023
LightLM: A Lightweight Deep and Narrow Language Model for Generative Recommendation Kai Mei Yongfeng Zhang VLM 97 11 0 26 Oct 2023
Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation Chengpeng Li Zhengyi Yang Jizhi Zhang Jiancan Wu Dingxian Wang Xiangnan He Xiang Wang OffRL 29 1 0 25 Oct 2023
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 35 2 0 15 Oct 2023
A General Offline Reinforcement Learning Framework for Interactive Recommendation Teng Xiao Donglin Wang OffRL 34 73 0 01 Oct 2023
Leveraging Negative Signals with Self-Attention for Sequential Music Recommendation Pavan Seshadri Peter Knees 20 5 0 20 Sep 2023
SR-PredictAO: Session-based Recommendation with High-Capability Predictor Add-On Ruida Wang Raymond Chi-Wing Wong Weile Tan 19 1 0 20 Sep 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 25 21 0 27 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 38 43 0 22 Aug 2023
Temporal Interest Network for User Response Prediction Haolin Zhou Junwei Pan Xinyi Zhou Xihua Chen Jie Jiang Xiaofeng Gao Guihai Chen 38 8 0 15 Aug 2023
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling Aleksandr V. Petrov Craig Macdonald 29 33 0 14 Aug 2023
ConvFormer: Revisiting Transformer for Sequential User Modeling Hao Wang Jianxun Lian Mingyang Wu Haoxuan Li Jiajun Fan Wanyue Xu Chaozhuo Li Xing Xie 19 3 0 05 Aug 2023
ClusterSeq: Enhancing Sequential Recommender Systems with Clustering based Meta-Learning Mohammmadmahdi Maheri R. Abdollahzadeh Bardia Mohammadi Mina Rafiei J. Habibi Hamid R. Rabiee 31 0 0 25 Jul 2023