BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer

14 April 2019

Papers citing "BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer"

50 / 220 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 22 0 0 18 May 2025
Addressing Missing Data Issue for Diffusion-based Recommendation Wenyu Mao Zhengyi Yang Jiancan Wu Haozhe Liu Yancheng Yuan Xiang Wang Xiangnan He 25 0 0 18 May 2025
Explain What You Mean: Intent Augmented Knowledge Graph Recommender Built With An LLM Wenqing Zheng Noah Fatsi Daniel Barcklow Dmitri Kalaev Steven Yao Owen Reinert C. Bayan Bruss Daniele Rosa 17 0 0 16 May 2025
GSPRec: Temporal-Aware Graph Spectral Filtering for Recommendation Ahmad Bin Rabiah Julian McAuley AI4TS 16 0 0 15 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 60 0 0 12 May 2025
Towards Large-scale Generative Ranking Yanhua Huang Yuxiao Chen Xiong Cao Rui Yang Mingliang Qi ... L. Chen Weihang Chen Min Zhu Ruiwen Xu Lei Zhang 52 0 0 07 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 39 0 0 07 May 2025
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 54 0 0 02 May 2025
One Search Fits All: Pareto-Optimal Eco-Friendly Model Selection Filippo Betello Antonio Purificato Vittoria Vineis Gabriele Tolomei Fabrizio Silvestri 51 0 0 02 May 2025
Efficient Recommendation with Millions of Items by Dynamic Pruning of Sub-Item Embeddings Aleksandr V. Petrov Craig MacDonald Nicola Tonellotto 41 0 0 01 May 2025
Towards Explainable Temporal User Profiling with LLMs Milad Sabouri M. Mansoury Kun-hsien Lin B. Mobasher 37 0 0 01 May 2025
A Framework for Elastic Adaptation of User Multiple Intents in Sequential Recommendation Zhikai Wang Yanyan Shen AI4TS 40 0 0 30 Apr 2025
Feature Staleness Aware Incremental Learning for CTR Prediction Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin 45 2 0 29 Apr 2025
How to Coordinate UAVs and UGVs for Efficient Mission Planning? Optimizing Energy-Constrained Cooperative Routing with a DRL Framework Md Safwan Mondal S. Ramasamy Luca Russo James D. Humann James M. Dotterweich Pranav A. Bhounsule 41 0 0 29 Apr 2025
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings Guoqing Hu An Zhang Shuo Liu Zhibo Cai Xun Yang Xuben Wang 34 0 0 27 Apr 2025
Relative Contrastive Learning for Sequential Recommendation with Similarity-based Positive Pair Selection Zhikai Wang Yanyan Shen Zexi Zhang Li He Yichun Li Hao Gu Yinghua Zhang 60 0 0 27 Apr 2025
Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation Qidong Liu Xiangyu Zhao Yejing Wang Zijian Zhang Howard Zhong Chong Chen Xiaochen Li Wei Huang Feng Tian AI4TS 40 1 0 25 Apr 2025
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration Haoyang Li Hanwen Du Yongbin Li Junchen Fu Chunxiao Li Ziyi Zhuang Jiakang Li Yongxin Ni AI4TS 31 0 0 19 Apr 2025
Slow Thinking for Sequential Recommendation Junjie Zhang Beichen Zhang Wenqi Sun Hongyu Lu Wayne Xin Zhao Yu Chen Ji-Rong Wen OffRL LRM 42 0 0 13 Apr 2025
CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent Liang-bo Ning Shijie Wang Wenqi Fan Qing Li Xin Xu Hao Chen Feiran Huang AAML 35 17 0 13 Apr 2025
PinRec: Outcome-Conditioned, Multi-Token Generative Retrieval for Industry-Scale Recommendation Systems Anirudhan Badrinath Prabhat Agarwal Laksh Bhasin Jaewon Yang Jiajing Xu Charles R. Rosenberg LRM 49 0 0 09 Apr 2025
Why is Normalization Necessary for Linear Recommenders? Seongmin Park Mincheol Yoon Hye-young Kim Jongwuk Lee 45 0 0 08 Apr 2025
Unified Generative Search and Recommendation Teng Shi Jun Xu Xiao Zhang Xiaoxue Zang Kai Zheng Yang Song Enyun Yu 49 1 0 08 Apr 2025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization Bowen Zheng Enze Liu Z. Chen Zhongrui Ma Yue Wang Wayne Xin Zhao Ji-Rong Wen 44 0 0 06 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 41 0 0 06 Apr 2025
Filtering with Time-frequency Analysis: An Adaptive and Lightweight Model for Sequential Recommender Systems Based on Discrete Wavelet Transform Sheng Lu Mingxi Ge Jiuyi Zhang Wanli Zhu Guanjin Li Fangming Gu AI4TS 72 0 0 30 Mar 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 77 7 0 28 Mar 2025
Recommendation System in Advertising and Streaming Media: Unsupervised Data Enhancement Sequence Suggestions Kowei Shih Yi Han Li Tan 47 0 0 23 Mar 2025
LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation Yuqi Sun Qiang Liu Haiping Zhu Feng Tian 65 0 0 16 Mar 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 99 2 0 13 Mar 2025
RouterEval: A Comprehensive Benchmark for Routing LLMs to Explore Model-level Scaling Up in LLMs Zhongzhan Huang Guoming Ling Vincent S. Liang Yupei Lin Yandong Chen Shanshan Zhong Hefeng Wu LRM 60 4 0 08 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 97 0 0 06 Mar 2025
Intrinsic and Extrinsic Factor Disentanglement for Recommendation in Various Context Scenarios Yixin Su Wei Jiang Fangquan Lin Cheng Yang S. Erfani Junhao Gan Yunxiang Zhao Ruixuan Li Rui-Xun Zhang CML 79 0 0 05 Mar 2025
UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering L. Liu Shilei Liu Yujin Yuan Yanzhe Zhang Bencheng Yan ... Di Wang Wenbo Su Pengjie Wang Jian Xu Bo Zheng 64 1 0 26 Feb 2025
Confidence-aware Fine-tuning of Sequential Recommendation Systems via Conformal Prediction Chen Wang Fangxin Wang Ruocheng Guo Yueqing Liang Philip S. Yu 128 4 0 21 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 64 16 0 20 Feb 2025
An Efficient Large Recommendation Model: Towards a Resource-Optimal Scaling Law Songpei Xu Shijia Wang Da Guo Xianwen Guo Qiang Xiao Fangjian Li Chuanjiang Luo 86 0 0 17 Feb 2025
Beyond Models! Explainable Data Valuation and Metric Adaption for Recommendation Renqi Jia Xiaokun Zhang Bowei He Qiannan Zhu Weitao Xu Jiehao Chen Chen Ma TDI 77 0 0 12 Feb 2025
SS4Rec: Continuous-Time Sequential Recommendation with State Space Models Wei Xiao Huiying Wang Qifeng Zhou 64 0 0 12 Feb 2025
$FuXi-$\alpha$: Scaling Recommendation Model with Feature Interaction Enhanced Transformer$ FuXi- $\alpha$ : Scaling Recommendation Model with Feature Interaction Enhanced Transformer Yufei Ye Wei Guo Jin Yao Chin Hao Wang Hong Zhu ... Yuyang Ye Yixiao Liu Ruiming Tang Defu Lian Enhong Chen 109 2 0 05 Feb 2025
ABXI: Invariant Interest Adaptation for Task-Guided Cross-Domain Sequential Recommendation Qingtian Bian Marcus Vinícius de Carvalho Tieying Li Jiaxing Xu Hui Fang Yiping Ke 53 0 0 25 Jan 2025
A Contrastive Framework with User, Item and Review Alignment for Recommendation Hoang V. Dong Yuan Fang Hady W. Lauw 48 2 0 21 Jan 2025
Style4Rec: Enhancing Transformer-based E-commerce Recommendation Systems with Style and Shopping Cart Information Berke Ugurlu Ming-Yi Hong Che Lin 59 0 0 17 Jan 2025
SSD4Rec: A Structured State Space Duality Model for Efficient Sequential Recommendation Haohao Qu Yifeng Zhang Liangbo Ning Wenqi Fan Qing Li Mamba 107 7 0 17 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 68 3 0 03 Jan 2025
Multi-Grained Preference Enhanced Transformer for Multi-Behavior Sequential Recommendation Chuan He Yongchao Liu Qiang Li Weiqiang Wang Xin Fu Xinyi Fu Chuntao Hong Xinwei Yao 34 0 0 31 Dec 2024
Spatial-Temporal Knowledge Distillation for Takeaway Recommendation Shuyuan Zhao Wei Chen Boyan Shi Liyong Zhou Shuohao Lin Huaiyu Wan 99 0 0 21 Dec 2024
Intention Knowledge Graph Construction for User Intention Relation Modeling Jiaxin Bai Zhaoxiang Wang Junfei Cheng Dan Yu Zerui Huang ... Xin Liu Chen Luo Yanming Zhu Bo Li Yangqiu Song 98 2 0 16 Dec 2024
Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Xiang Xu Hao Wang Wei Guo Lefei Zhang Wanshan Yang R. Yu Yixiao Liu Defu Lian Enhong Chen 52 5 0 22 Nov 2024
Data Watermarking for Sequential Recommender Systems Sixiao Zhang Cheng Long Wei Yuan Hongxu Chen Hongzhi Yin 26 0 0 20 Nov 2024