Session-based Recommendation with Graph Neural Networks

1 November 2018

Shu Wu

Yuyuan Tang

Yanqiao Zhu

Liang Wang

Xing Xie

Tieniu Tan

GNN

ArXiv PDF HTML

Papers citing "Session-based Recommendation with Graph Neural Networks"

35 / 35 papers shown

Title
Rethinking Contrastive Learning in Graph Anomaly Detection: A Clean-View Perspective Di Jin Jingyi Cao Xiaobao Wang Bingdao Feng Dongxiao He Longbiao Wang Jianwu Dang 66 0 0 23 May 2025
$$\text{R}^2\text{ec}$: Towards Large Recommender Models with Reasoning$ $\text{R}^2\text{ec}$ : Towards Large Recommender Models with Reasoning Runyang You Chak Tou Leong Xinyu Lin Xin Zhang Wenjie Wang Wenjie Li Liqiang Nie LRM 61 0 0 22 May 2025
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation Bowen Zheng Xiaolei Wang Enze Liu Xi Wang Lu Hongyu Yu Chen Wayne Xin Zhao Ji-Rong Wen 78 0 0 22 May 2025
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs Zihan Chen Xingbo Fu Yushun Dong Jundong Li Cong Shen FedML 249 0 0 29 Apr 2025
Pre-training Generative Recommender with Multi-Identifier Item Tokenization Bowen Zheng Enze Liu Zhongfu Chen Zhongrui Ma Yue Wang Wayne Xin Zhao Ji-Rong Wen 115 0 0 06 Apr 2025
Universal Item Tokenization for Transferable Generative Recommendation Bowen Zheng Hongyu Lu Yu Chen Wayne Xin Zhao Ji-Rong Wen 88 0 0 06 Apr 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber E. Haber Eran Treister GNN AI4CE 145 1 0 25 Mar 2025
GraphFM: Graph Factorization Machines for Feature Interaction Modeling Shu Wu Zekun Li Yunyue Su Zeyu Cui Xiaoyu Zhang Liang Wang 190 23 0 24 Feb 2025
Unbiased GNN Learning via Fairness-Aware Subgraph Diffusion Abdullah Alchihabi Yuhong Guo DiffM 65 0 0 03 Jan 2025
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 Yinlin Zhu Yangqiu Song 160 3 0 16 Dec 2024
GOT4Rec: Graph of Thoughts for Sequential Recommendation Zewen Long Liang Wang Shu Wu Qiang Liu Liang Wang 131 1 0 22 Nov 2024
Facet-Aware Multi-Head Mixture-of-Experts Model for Sequential Recommendation Mingrui Liu Sixiao Zhang Cheng Long 80 0 0 03 Nov 2024
GETS: Ensemble Temperature Scaling for Calibration in Graph Neural Networks Dingyi Zhuang Chonghe Jiang Yunhan Zheng Shenhao Wang Jinhua Zhao UQCV 86 0 0 12 Oct 2024
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus Bangchao Deng Xin Jing Tianyue Yang Bingqing Qu Dingqi Yang Philippe Cudre-Mauroux 56 1 0 20 Sep 2024
Generative Recommender with End-to-End Learnable Item Tokenization Enze Liu Bowen Zheng Cheng Ling Lantao Hu Han Li Wayne Xin Zhao 67 2 0 09 Sep 2024
Modeling Domain and Feedback Transitions for Cross-Domain Sequential Recommendation Changshuo Zhang Teng Shi Xiao Zhang Qi Liu Ruobing Xie Jun Xu Ji-Rong Wen 74 3 0 15 Aug 2024
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System Pengyu Zhao Kecheng Xiao Yuanxing Zhang Kaigui Bian Wei Yan 71 16 0 10 Jun 2020
Constructing Narrative Event Evolutionary Graph for Script Event Prediction Zhongyang Li Xiao Ding Ting Liu 58 194 0 14 May 2018
Situation Recognition with Graph Neural Networks Ruiyu Li Makarand Tapaswi Renjie Liao Jiaya Jia R. Urtasun Sanja Fidler GNN 52 131 0 14 Aug 2017
The More You Know: Using Knowledge Graphs for Image Classification Kenneth Marino Ruslan Salakhutdinov Abhinav Gupta GNN OCL 83 346 0 14 Dec 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 587 28,999 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 186 10,856 0 03 Jul 2016
Improved Recurrent Neural Networks for Session-based Recommendations Yong Kiam Tan Xinxing Xu Yong-Jin Liu 57 739 0 27 Jun 2016
Session-based Recommendations with Recurrent Neural Networks Balázs Hidasi Alexandros Karatzoglou L. Baltrunas D. Tikk 64 2,077 0 21 Nov 2015
Gated Graph Sequence Neural Networks Yujia Li Daniel Tarlow Marc Brockschmidt R. Zemel GNN 321 3,279 0 17 Nov 2015
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 203 3,345 0 30 Sep 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 151 1,754 0 17 Jul 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 138 5,330 0 12 Mar 2015
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN) Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 155 1,239 0 20 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 934 23,310 0 03 Jun 2014
Sequential Click Prediction for Sponsored Search with Recurrent Neural Networks Yuyu Zhang H. Dai Chang Xu Jun Feng Taifeng Wang Jiang Bian Bin Wang Tie-Yan Liu HAI 71 349 0 23 Apr 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 252 9,769 0 26 Mar 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 365 33,500 0 16 Oct 2013
An MDP-based Recommender System Guy Shani Ronen I. Brafman David Heckerman LRM 101 970 0 12 Dec 2012
BPR: Bayesian Personalized Ranking from Implicit Feedback Steffen Rendle Christoph Freudenthaler Zeno Gantner Lars Schmidt-Thieme BDL 130 5,722 0 09 May 2012