Sequence-Aware Recommender Systems

23 February 2018

Papers citing "Sequence-Aware Recommender Systems"

50 / 82 papers shown

Title
HMamba: Hyperbolic Mamba for Sequential Recommendation Qianru Zhang Honggang Wen Wei Yuan Crystal Chen Menglin Yang S. Yiu Hongzhi Yin Mamba 26 0 0 14 May 2025
M2Rec: Multi-scale Mamba for Efficient Sequential Recommendation Qianru Zhang Liang Qu Honggang Wen Dong Huang S. Yiu Nguyen Quoc Viet Hung Hongzhi Yin Mamba 30 0 0 07 May 2025
Stratified Expert Cloning with Adaptive Selection for User Retention in Large-Scale Recommender Systems Chengzhi Lin Annan Xie Shuchang Liu Wuhong Wang Chuyuan Wang Yongqi Liu OffRL 24 0 0 08 Apr 2025
AdaptRec: A Self-Adaptive Framework for Sequential Recommendations with Large Language Models Tong Zhang 29 0 0 06 Apr 2025
Unsupervised Graph Embeddings for Session-based Recommendation with Item Features Andreas Peintner Marta Moscati Emilia Parada-Cabaleiro Markus Schedl Eva Zangerle GNN 94 2 0 13 Mar 2025
DV-FSR: A Dual-View Target Attack Framework for Federated Sequential Recommendation Qitao Qin Yucong Luo Mingyue Cheng Qingyang Mao Chenyi Lei FedML 47 0 0 31 Dec 2024
Modeling the Heterogeneous Duration of User Interest in Time-Dependent Recommendation: A Hidden Semi-Markov Approach Haidong Zhang Wancheng Ni Xin Li Yiping Yang 94 36 0 15 Dec 2024
Autoregressive Generation Strategies for Top-K Sequential Recommendations Anna Volodkevich Danil Gusak Anton Klenitskiy Alexey Vasilev 21 0 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 44 0 0 23 Sep 2024
Transformers Meet ACT-R: Repeat-Aware and Sequential Listening Session Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 32 7 0 29 Aug 2024
Does It Look Sequential? An Analysis of Datasets for Evaluation of Sequential Recommendations Anton Klenitskiy Anna Volodkevich Anton Pembek Alexey Vasilev 20 6 0 21 Aug 2024
EchoMamba4Rec: Harmonizing Bidirectional State Space Models with Spectral Filtering for Advanced Sequential Recommendation Yuda Wang Xuxin He Shengxin Zhu Mamba 34 8 0 04 Jun 2024
Can Small Language Models be Good Reasoners for Sequential Recommendation? Yuling Wang Changxin Tian Binbin Hu Yanhua Yu Ziqi Liu Zhiqiang Zhang Jun Zhou Liang Pang Xiao Wang LRM 45 25 0 07 Mar 2024
Exploring the transformation of user interactions to Adaptive Human-Machine Interfaces Angela Carrera-Rivera Daniel Reguera-Bakhache Felix Larrinaga Ganix Lasa 11 2 0 07 Nov 2023
To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders Haw-Shiuan Chang Nikhil Agarwal Andrew McCallum 33 3 0 21 Oct 2023
Memory efficient location recommendation through proximity-aware representation Xuan Luo Mingqing Huang Rui Lv Hui Zhao 8 0 0 10 Oct 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 36 43 0 22 Aug 2023
A Survey on Popularity Bias in Recommender Systems Anastasiia Klimashevskaia Dietmar Jannach Mehdi Elahi C. Trattner 18 34 0 02 Aug 2023
Investigating the Robustness of Sequential Recommender Systems Against Training Data Perturbations Filippo Betello F. Siciliano Pushkar Mishra Fabrizio Silvestri AAML 26 6 0 24 Jul 2023
STUDY: Socially Aware Temporally Causal Decoder Recommender Systems Eltayeb Ahmed Diana Mincu Lauren Harrell Katherine A. Heller Subhrajit Roy 16 0 0 02 Jun 2023
Unifying gradient regularization for Heterogeneous Graph Neural Networks Xiao Yang Xuejiao Zhao Zhiqi Shen 24 0 0 25 May 2023
Optimizing Long-term Value for Auction-Based Recommender Systems via On-Policy Reinforcement Learning Ruiyang Xu Jalaj Bhandari D. Korenkevych F. Liu Yuchen He Alex Nikulkov Zheqing Zhu OffRL 28 6 0 23 May 2023
Integrating Item Relevance in Training Loss for Sequential Recommender Systems Andrea Bacciu F. Siciliano Nicola Tonellotto Fabrizio Silvestri NoLa 22 11 0 18 May 2023
Attention Mixtures for Time-Aware Sequential Recommendation Viet-Anh Tran Guillaume Salha-Galvan Bruno Sguerra Romain Hennequin 28 21 0 17 Apr 2023
Sequence-aware item recommendations for multiply repeated user-item interactions Juan Pablo Equihua Maged Ali Henrik Nordmark B. Lausen 11 0 0 02 Apr 2023
AutoMLP: Automated MLP for Sequential Recommendations Muyang Li Zijian Zhang Xiangyu Zhao Wanyu Wang Minghao Zhao Runze Wu Ruocheng Guo AI4TS 25 44 0 11 Mar 2023
A Study on Accuracy, Miscalibration, and Popularity Bias in Recommendations Dominik Kowald Gregory Mayr Markus Schedl Elisabeth Lex 11 7 0 01 Mar 2023
Recommender Systems: A Primer P. Castells Dietmar Jannach OffRL 32 5 0 06 Feb 2023
Causal Lifting and Link Prediction Leonardo Cotta Beatrice Bevilacqua Nesreen Ahmed Bruno Ribeiro CML 19 5 0 02 Feb 2023
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation Jee Seok Yoon Chenghao Zhang Heung-Il Suk Jia Guo Xiaoxia Li DiffM MedIm 16 38 0 16 Dec 2022
Situating Recommender Systems in Practice: Towards Inductive Learning and Incremental Updates Tobias Schnabel Mengting Wan Longqi Yang HAI 27 8 0 11 Nov 2022
A Sequence-Aware Recommendation Method Based on Complex Networks Abdullah Alhadlaq Said Kerrache Hatim Aboalsamh 16 2 0 30 Sep 2022
Analyzing the Effect of Sampling in GNNs on Individual Fairness Rebecca Salganik Fernando Diaz G. Farnadi 24 1 0 08 Sep 2022
BERT4Loc: BERT for Location -- POI Recommender System Syed Raza Bashir Shaina Raza Vojislav B. Mišić 13 10 0 02 Aug 2022
Effective and Efficient Training for Sequential Recommendation using Recency Sampling Aleksandr V. Petrov Craig Macdonald 19 28 0 06 Jul 2022
Sequential/Session-based Recommendations: Challenges, Approaches, Applications and Opportunities Shoujin Wang Qi Zhang Liang Hu Xiuzhen Zhang Yan Wang Charu C. Aggarwal 55 36 0 22 May 2022
CVTT: Cross-Validation Through Time Mikhail Andronov Sergey Kolesnikov 14 4 0 11 May 2022
Summary Markov Models for Event Sequences D. Bhattacharjya Saurabh Sihag Oktie Hassanzadeh Liza Bialik AI4TS 16 9 0 06 May 2022
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation Jinseok Seol Youngrok Ko Sang-goo Lee 19 19 0 22 Apr 2022
Next Period Recommendation Reality Check Sergey Kolesnikov Oleg Lashinin Michail Pechatov Alexander Kosov 16 0 0 11 Oct 2021
Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation Zeyuan Chen Wei Zhang Junchi Yan Gang Wang Jianyong Wang AI4TS 37 24 0 24 Sep 2021
Data Augmentation Using Many-To-Many RNNs for Session-Aware Recommender Systems Martín Baigorria Alonso 11 2 0 22 Aug 2021
Dive into Deep Learning Aston Zhang Zachary Chase Lipton Mu Li Alexander J. Smola VLM 17 560 0 21 Jun 2021
Graph Learning based Recommender Systems: A Review Shoujin Wang Liang Hu Yan Wang Xiangnan He Quan.Z Sheng M. Orgun LongBing Cao F. Ricci Philip S. Yu 31 198 0 13 May 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 24 283 0 27 Apr 2021
Deep Dynamic Neural Network to trade-off between Accuracy and Diversity in a News Recommender System Shaina Raza Chen Ding 16 6 0 15 Mar 2021
KnowledgeCheckR: Intelligent Techniques for Counteracting Forgetting Martin Stettinger Trang N. T. Tran I. Pribik G. Leitner Alexander Felfernig Ralph Samer Müslüm Atas Manfred Wundara KELM CLL 13 8 0 15 Feb 2021
Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels Si Chen Yuqiu Qian Hui Li Chen Lin OffRL LRM 13 4 0 13 Feb 2021
A New Bandit Setting Balancing Information from State Evolution and Corrupted Context Alexander Galozy Sławomir Nowaczyk Mattias Ohlsson OffRL 20 2 0 16 Nov 2020
Learning User Representations with Hypercuboids for Recommender Systems Shuai Zhang Huoyu Liu Aston Zhang Yue Hu Ce Zhang Yumeng Li Tanchao Zhu Shaojian He Wenwu Ou 22 17 0 11 Nov 2020