TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation

6 May 2020

Qiang Liu

Liang Wang

Papers citing "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"

33 / 33 papers shown

Title
Session-based Recommender Systems: User Interest as a Stochastic Process in the Latent Space Klaudia Balcer Piotr Lipinski 32 0 0 14 Apr 2025
Item Cluster-aware Prompt Learning for Session-based Recommendation Wooseong Yang Chen Wang Zihe Song Weizhi Zhang Philip S. Yu VLM 15 0 0 07 Oct 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
Re2LLM: Reflective Reinforcement Large Language Model for Session-based Recommendation Ziyan Wang Yingpeng Du Zhu Sun Haoyan Chua Kaidong Feng Wenya Wang Jie M. Zhang LRM KELM 31 5 0 25 Mar 2024
Multi-view Intent Learning and Alignment with Large Language Models for Session-based Recommendation Shutong Qiao Chen Gao Junhao Wen Wei Zhou Qun Luo Peixuan Chen Yong Li 32 1 0 21 Feb 2024
Performance Comparison of Session-based Recommendation Algorithms based on GNNs Faisal Shehzad Dietmar Jannach 16 2 0 27 Dec 2023
Large Language Models for Intent-Driven Session Recommendations Zhu Sun Hongyang Liu Xinghua Qu Kaidong Feng Yan Wang Yew-Soon Ong LRM 13 25 0 07 Dec 2023
Hierarchical Multi-Task Learning Framework for Session-based Recommendations Sejoon Oh Walid Shalaby Amir Afsharinejad Xiquan Cui 20 2 0 12 Sep 2023
Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation Wei Jin Haitao Mao Zheng Li Haoming Jiang Cheng-hsin Luo ... Suhang Wang Yizhou Sun Jiliang Tang Bing Yin Xianfeng Tang AI4TS 41 37 0 19 Jul 2023
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix Shaogao Lv Gang Wen Shiyu Liu Linsen Wei Ming Li 31 3 0 05 Jul 2023
Dynamic Graph Representation Learning with Neural Networks: A Survey Leshanshui Yang Sébastien Adam Clément Chatelain AI4TS AI4CE 36 14 0 12 Apr 2023
SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation Yuan Cao Xudong Zhang Fan Zhang Feifei Kou Josiah Poon Xiongnan Jin Yongheng Wang Jinpeng Chen 8 2 0 08 Feb 2023
Time-aware Hyperbolic Graph Attention Network for Session-based Recommendation Xiaohan Li Yuqing Liu Zheng Liu Philip S. Yu 30 7 0 10 Jan 2023
Heterogeneous Information Crossing on Graphs for Session-based Recommender Systems Xiaolin Zheng Rui Wu Zhongxuan Han Chaochao Chen Lin Chen Bing Han 26 8 0 24 Oct 2022
M2TRec: Metadata-aware Multi-task Transformer for Large-scale and Cold-start free Session-based Recommendations Walid Shalaby Sejoon Oh Amir Afsharinejad Srijan Kumar Xiquan Cui 68 27 0 23 Sep 2022
Implicit Session Contexts for Next-Item Recommendations Sejoon Oh Ankur Bhardwaj Jongseok Han Sungchul Kim Ryan A. Rossi Srijan Kumar CML 36 9 0 18 Aug 2022
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space Yupeng Hou Binbin Hu Zhiqiang Zhang Wayne Xin Zhao 11 94 0 23 Apr 2022
Graph Spring Network and Informative Anchor Selection for Session-based Recommendation Zizhuo Zhang Bang-wei Wang 8 10 0 19 Feb 2022
GraphPAS: Parallel Architecture Search for Graph Neural Networks Jiamin Chen Jianliang Gao Yibo Chen Moctard Babatounde Oloulade Tengfei Lyu Zhao Li GNN 18 21 0 07 Dec 2021
Relation-aware Heterogeneous Graph for User Profiling Qilong Yan Yufeng Zhang Qiang Liu Shu Wu Liang Wang 36 18 0 14 Oct 2021
Dynamic Sequential Graph Learning for Click-Through Rate Prediction Yunfei Chu Xiaofu Chang Kunyang Jia Jingzhen Zhou Hongxia Yang 18 3 0 26 Sep 2021
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network Jinpeng Chen Haiyang Li Xudong Zhang Fan Zhang Senzhang Wang Kaimin Wei Jiaqi Ji 15 6 0 12 Aug 2021
Introducing Self-Attention to Target Attentive Graph Neural Networks Sai Mitheran Abhinav Java Surya Kant Sahu Arshad Shaikh 21 9 0 04 Jul 2021
Mining Latent Structures for Multimedia Recommendation Jinghao Zhang Yanqiao Zhu Qiang Liu Shu Wu Shuhui Wang Liang Wang BDL 59 184 0 19 Apr 2021
Modeling Multi-Destination Trips with Sketch-Based Model Michal Daniluk Barbara Rychalska Konrad Goluchowski Jacek Dkabrowski 11 5 0 22 Feb 2021
STAN: Spatio-Temporal Attention Network for Next Location Recommendation Yingtao Luo Qiang Liu Zhaocheng Liu HAI AI4TS 20 289 0 08 Feb 2021
Dynamic Graph Collaborative Filtering Xiaohan Li Mengqi Zhang Shu Wu Zheng Liu Liang Wang Philip S. Yu 98 70 0 08 Jan 2021
Cold-start Sequential Recommendation via Meta Learner Yujia Zheng Siyi Liu Zekun Li Shu Wu 45 62 0 10 Dec 2020
DGTN: Dual-channel Graph Transition Network for Session-based Recommendation Yujia Zheng Siyi Liu Zekun Li Shu Wu 23 37 0 21 Sep 2020
Long-tail Session-based Recommendation Siyi Liu Yujia Zheng 45 95 0 24 Jul 2020
Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective Qiang Liu Haoli Zhang Zhaocheng Liu GNN 16 3 0 17 Jul 2020
An efficient manifold density estimator for all recommendation systems Jacek Dkabrowski Barbara Rychalska Michal Daniluk Dominika Basaj Konrad Gołuchowski Piotr Babel Andrzej Michalowski Adam Jakubowski 6 19 0 02 Jun 2020
GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction Fenyu Hu Yanqiao Zhu Shu Wu Weiran Huang Liang Wang T. Tan GNN 19 47 0 05 Nov 2019