Improved Recurrent Neural Networks for Session-based Recommendations

27 June 2016

Papers citing "Improved Recurrent Neural Networks for Session-based Recommendations"

35 / 35 papers shown

Title
Towards Explainable Temporal User Profiling with LLMs Milad Sabouri M. Mansoury Kun-hsien Lin B. Mobasher 24 0 0 01 May 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 33 0 0 06 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 31 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 58 0 0 30 Mar 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
SS4Rec: Continuous-Time Sequential Recommendation with State Space Models Wei Xiao Huiying Wang Qifeng Zhou 59 0 0 12 Feb 2025
Modeling and Analyzing the Influence of Non-Item Pages on Sequential Next-Item Prediction Elisabeth Fischer Albin Zehe Andreas Hotho Daniel Schlor HAI 26 0 0 28 Aug 2024
A Simple Yet Effective Approach for Diversified Session-Based Recommendation Qing Yin Hui Fang Zhu Sun Yew-Soon Ong 19 1 0 30 Mar 2024
Contrastive Multi-Level Graph Neural Networks for Session-based Recommendation F. Wang Xingyu Gao Zhenyu Chen Lei Lyu 16 11 0 06 Nov 2023
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation Xiaohan Li Yuqing Liu Zheng Liu Philip S. Yu 25 7 0 10 Jan 2023
STAR: A Session-Based Time-Aware Recommender System Reza Yeganegi Saman Haratizadeh 11 3 0 11 Nov 2022
A Sequence-Aware Recommendation Method Based on Complex Networks Abdullah Alhadlaq Said Kerrache Hatim Aboalsamh 11 2 0 30 Sep 2022
Price DOES Matter! Modeling Price and Interest Preferences in Session-based Recommendation Xiaokun Zhang Bo Xu Liang Yang Chenliang Li Fenglong Ma Haifeng Liu Hongfei Lin 21 55 0 09 May 2022
BagPipe: Accelerating Deep Recommendation Model Training Saurabh Agarwal Chengpo Yan Ziyi Zhang Shivaram Venkataraman 21 17 0 24 Feb 2022
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation Zizhuo Zhang Bang-wei Wang 8 10 0 19 Feb 2022
Dynamic Review-based Recommenders K. Cvejoski Ramses J. Sanchez Christian Bauckhage C. Ojeda BDL KELM 6 2 0 27 Oct 2021
Sequential Modeling with Multiple Attributes for Watchlist Recommendation in E-Commerce Uriel Singer Haggai Roitman Yotam Eshel A. Nus Ido Guy Or Levi Idan Hasson E. Kiperwasser 6 28 0 18 Oct 2021
AutoLoss: Automated Loss Function Search in Recommendations Xiangyu Zhao Haochen Liu Wenqi Fan Hui Liu Jiliang Tang Chong Wang 25 60 0 12 Jun 2021
RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems Martin Mladenov Chih-Wei Hsu Vihan Jain Eugene Ie Christopher Colby Nicolas Mayoraz H. Pham Dustin Tran Ivan Vendrov Craig Boutilier BDL 13 31 0 14 Mar 2021
StackRec: Efficient Training of Very Deep Sequential Recommender Models by Iterative Stacking Jiachun Wang Fajie Yuan Jian Chen Qingyao Wu Min Yang Yang Sun Guoxiao Zhang BDL 32 26 0 14 Dec 2020
Cold-start Sequential Recommendation via Meta Learner Yujia Zheng Siyi Liu Zekun Li Shu Wu 43 62 0 10 Dec 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 20 17 0 11 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 56 1,174 0 04 Nov 2020
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Yujia Zheng Siyi Liu Zekun Li Shu Wu 15 37 0 21 Sep 2020
Long-tail Session-based Recommendation Siyi Liu Yujia Zheng 40 95 0 24 Jul 2020
Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters Wenhui Yu Zheng Qin GNN 18 92 0 28 Jun 2020
Empirical Analysis of Session-Based Recommendation Algorithms Malte Ludewig Noemi Mauro Sara Latifi Dietmar Jannach 16 92 0 28 Oct 2019
Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation Fajie Yuan Xiangnan He Haochuan Jiang G. Guo Jian Xiong Zhezhao Xu Yilin Xiong AI4TS 13 102 0 11 Jun 2019
Multi-Scale Quasi-RNN for Next Item Recommendation Chaoyue He Yong-jin Liu Qingyu Guo C. Miao MQ 3DV 19 2 0 26 Feb 2019
Top-K Off-Policy Correction for a REINFORCE Recommender System Minmin Chen Alex Beutel Paul Covington Sagar Jain Francois Belletti Ed H. Chi CML OffRL 12 474 0 06 Dec 2018
Sequential Variational Autoencoders for Collaborative Filtering Noveen Sachdeva Giuseppe Manco E. Ritacco Vikram Pudi BDL 8 101 0 25 Nov 2018
A Simple Convolutional Generative Network for Next Item Recommendation Fajie Yuan Alexandros Karatzoglou Ioannis Arapakis J. Jose Xiangnan He 6 546 0 15 Aug 2018
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks Yabo Ni Dan Ou Shichen Liu Xiang Li Wenwu Ou Anxiang Zeng Luo Si 19 139 0 28 May 2018
Attention-based Mixture Density Recurrent Networks for History-based Recommendation Tiantian Wang Kyunghyun Cho HAI 6 8 0 22 Sep 2017
Inter-Session Modeling for Session-Based Recommendation M. Ruocco Ole Steinar Lillestøl Skrede H. Langseth 16 72 0 22 Jun 2017