STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems

27 May 2019

Irwin King

Papers citing "STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems"

50 / 55 papers shown

Title
Hypergraph Diffusion for High-Order Recommender Systems Darnbi Sakong T. T. Huynh Jun Jo DiffM 74 0 0 28 Jan 2025
Dual-Channel Latent Factor Analysis Enhanced Graph Contrastive Learning for Recommendation Junfeng Long Hao Wu 33 0 0 09 Aug 2024
HHGT: Hierarchical Heterogeneous Graph Transformer for Heterogeneous Graph Representation Learning Qiuyu Zhu Liang Zhang Qianxiong Xu Kaijun Liu Cheng Long Xiaoyang Wang 35 0 0 18 Jul 2024
XRec: Large Language Models for Explainable Recommendation Qiyao Ma Xubin Ren Chao Huang LRM 29 17 0 04 Jun 2024
Graph Augmentation for Recommendation Qianru Zhang Lianghao Xia Xuheng Cai Siu-keung Yiu Chao Huang Christian S. Jensen 29 5 0 25 Mar 2024
Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks Jaehyun Lee Seonku Kang Hwanjo Yu 18 2 0 07 Mar 2024
Towards Causal Classification: A Comprehensive Study on Graph Neural Networks Simi Job Xiaohui Tao Taotao Cai Lin Li Haoran Xie Jianming Yong CML 28 1 0 27 Jan 2024
Preference and Concurrence Aware Bayesian Graph Neural Networks for Recommender Systems Hongjian Gu Yaochen Hu Yingxue Zhang CML BDL 21 0 0 30 Nov 2023
HetCAN: A Heterogeneous Graph Cascade Attention Network with Dual-Level Awareness Zeyuan Zhao Qingqing Ge Anfeng Cheng Yiding Liu Xiang Li Shuaiqiang Wang 11 0 0 06 Nov 2023
Embedding in Recommender Systems: A Survey Xiangyu Zhao Maolin Wang Xinjian Zhao Jiansheng Li Shucheng Zhou Dawei Yin Qing Li Jiliang Tang Ruocheng Guo AI4TS 36 10 0 28 Oct 2023
How Expressive are Graph Neural Networks in Recommendation? Xuheng Cai Lianghao Xia Xubin Ren Chao Huang 26 6 0 22 Aug 2023
GNN4FR: A Lossless GNN-based Federated Recommendation Framework Guowei Wu Weike Pan Zhong Ming FedML 28 2 0 25 Jul 2023
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware Shichang Zhang Atefeh Sohrabizadeh Cheng Wan Zijie Huang Ziniu Hu Yewen Wang Yingyan Lin Lin Jason Cong Yizhou Sun GNN AI4CE 29 22 0 24 Jun 2023
Hyperbolic Representation Learning: Revisiting and Advancing Menglin Yang Min Zhou Rex Ying Yankai Chen Irwin King 35 19 0 15 Jun 2023
Instant Representation Learning for Recommendation over Large Dynamic Graphs Cheng Wu Chao-Hong Wang Jingcao Xu Ziwei Fang Tiankai Gu Changping Wang Yang Song Kai Zheng Xiaowei Wang Guorui Zhou AI4TS 24 6 0 22 May 2023
Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation H. Dao Dung D. Le C. Chu 15 2 0 11 Apr 2023
Sheaf4Rec: Sheaf Neural Networks for Graph-based Recommender Systems Antonio Purificato Giulia Cassara F. Siciliano Pietro Lio' Fabrizio Silvestri 8 4 0 07 Apr 2023
PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction Shichang Zhang Jiani Zhang Xiang Song Soji Adeshina Da Zheng Christos Faloutsos Yizhou Sun LRM 25 31 0 24 Feb 2023
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation Xuheng Cai Chao Huang Lianghao Xia Xubin Ren 13 198 0 16 Feb 2023
Knowledge Enhancement for Contrastive Multi-Behavior Recommendation Hongrui Xuan Yi Liu Bohan Li Hongzhi Yin 24 66 0 13 Jan 2023
Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks Chao Li Hao Xu Kun He 25 10 0 27 Nov 2022
MECCH: Metapath Context Convolution-based Heterogeneous Graph Neural Networks Xinyu Fu Irwin King 27 15 0 23 Nov 2022
One-class Recommendation Systems with the Hinge Pairwise Distance Loss and Orthogonal Representations Ramin Raziperchikolaei Young-joo Chung 17 0 0 31 Aug 2022
Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation Chang Meng Ziqi Zhao Wei Guo Yingxue Zhang Haolun Wu Chen Gao Dong Li Xiu Li Ruiming Tang 21 22 0 03 Aug 2022
Self-Supervised Hypergraph Transformer for Recommender Systems Lianghao Xia Chao Huang Chuxu Zhang 22 109 0 28 Jul 2022
Hypergraph Contrastive Collaborative Filtering Lianghao Xia Chao Huang Yong-mei Xu Jiashu Zhao Dawei Yin J. Huang 28 303 0 26 Apr 2022
HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization Menglin Yang Min Zhou Jiahong Liu Defu Lian Irwin King 11 86 0 18 Apr 2022
ZOOMER: Boosting Retrieval on Web-scale Graphs by Regions of Interest Yuezihan Jiang Yu Cheng Hanyu Zhao Wentao Zhang Xupeng Miao Yu He Liang Wang Zhi-Xin Yang Bin Cui GNN 10 10 0 20 Mar 2022
Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA Hongkuan Zhou Bingyi Zhang R. Kannan Viktor Prasanna Carl E. Busart GNN 24 23 0 10 Mar 2022
Collaborative Reflection-Augmented Autoencoder Network for Recommender Systems Lianghao Xia Chao Huang Yong-mei Xu Huance Xu Xiang Li Weiguo Zhang HAI 17 10 0 10 Jan 2022
Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods Wenqing Zheng Edward W. Huang Nikhil S. Rao S. Katariya Zhangyang Wang Karthik Subbian 24 61 0 08 Nov 2021
Global Context Enhanced Social Recommendation with Hierarchical Graph Neural Networks Huance Xu Chao Huang Yong-mei Xu Lianghao Xia Hao Xing Dawei Yin 16 33 0 08 Oct 2021
Multiplex Behavioral Relation Learning for Recommendation via Memory Augmented Transformer Network Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Bo Zhang Liefeng Bo MLAU 89 122 0 08 Oct 2021
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation Lianghao Xia Chao Huang Yong-mei Xu Peng Dai Xiyue Zhang Hongsheng Yang J. Pei Liefeng Bo 119 192 0 08 Oct 2021
Graph Meta Network for Multi-Behavior Recommendation Lianghao Xia Yong-mei Xu Chao Huang Peng Dai Liefeng Bo AI4CE 62 186 0 08 Oct 2021
Grouping Search Results with Product Graphs in E-commerce Platforms Suhas Ranganath Shibsankar Das Sanjay Thilaivasan Shipra Agarwal Varun Shrivastava 11 0 0 20 Sep 2021
Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation Yankai Chen Yaming Yang Yujing Wang Jing Bai Xiangchen Song Irwin King 26 56 0 05 Sep 2021
Cold Start Similar Artists Ranking with Gravity-Inspired Graph Autoencoders Guillaume Salha-Galvan Romain Hennequin Benjamin Chapus Viet-Anh Tran Michalis Vazirgiannis 19 20 0 02 Aug 2021
A Semi-Personalized System for User Cold Start Recommendation on Music Streaming Apps Léa Briand Guillaume Salha-Galvan Walid Bendada M. Morlon Viet-Anh Tran 13 33 0 07 Jun 2021
Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation Sanshi Lei Yu Zhuoxuan Jiang Dongdong Chen Shanshan Feng Dongsheng Li Qi Liu Jinfeng Yi 25 20 0 07 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 24 198 0 13 May 2021
Accelerating Large Scale Real-Time GNN Inference using Channel Pruning Hongkuan Zhou Ajitesh Srivastava Hanqing Zeng R. Kannan Viktor Prasanna GNN 19 64 0 10 May 2021
Schema-Aware Deep Graph Convolutional Networks for Heterogeneous Graphs Saurav Manchanda Da Zheng George Karypis GNN 19 5 0 03 May 2021
Personalized Bundle Recommendation in Online Games Qilin Deng Kai Wang M. Zhao Zhene Zou Runze Wu Jianrong Tao Changjie Fan Liang Chen 14 65 0 12 Apr 2021
Semi-supervised Hyperspectral Image Classification with Graph Clustering Convolutional Networks Hao Zeng Qingjie Liu Mingming Zhang Xiaoqing Han Yunhong Wang GNN 15 16 0 20 Dec 2020
AutoGraph: Automated Graph Neural Network Yaoman Li Irwin King GNN 11 43 0 23 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Bin Cui GNN 35 1,174 0 04 Nov 2020
Modurec: Recommender Systems with Feature and Time Modulation Javier Maroto Clément Vignac P. Frossard 10 1 0 13 Oct 2020
Inductive Graph Neural Networks for Spatiotemporal Kriging Yuankai Wu Dingyi Zhuang A. Labbe Lijun Sun AI4CE 17 143 0 13 Jun 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey Y. Gao Yifan Li Yu Lin Hang Gao Latifur Khan 20 48 0 25 Mar 2020