Graph Convolutional Neural Networks for Web-Scale Recommender Systems

6 June 2018

Papers citing "Graph Convolutional Neural Networks for Web-Scale Recommender Systems"

50 / 1,279 papers shown

Title
One-class Recommendation Systems with the Hinge Pairwise Distance Loss and Orthogonal Representations Ramin Raziperchikolaei Young-joo Chung 42 0 0 31 Aug 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 70 64 0 24 Aug 2022
Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation Jun Zhuang M. Hasan 71 20 0 21 Aug 2022
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching Yeonhong Park Sunhong Min Jae W. Lee GNN 62 38 0 19 Aug 2022
GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search Xinshun Feng Herun Wan Shangbin Feng Hongrui Wang Jun Zhou Qinghua Zheng Minnan Luo 73 6 0 18 Aug 2022
Embracing Graph Neural Networks for Hardware Security (Invited Paper) Lilas Alrahis Satwik Patnaik Mohamed Bennai Ozgur Sinanoglu 53 16 0 17 Aug 2022
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps Jizhou Huang Zhengjie Huang Xiaomin Fang Shi Feng Xuyi Chen Jiaxiang Liu Haitao Yuan Haifeng Wang AI4TS 73 15 0 15 Aug 2022
Generating Negative Samples for Sequential Recommendation Yong-Guang Chen Jia Li Zhiwei Liu N. Keskar Haiquan Wang Julian McAuley Caiming Xiong 62 4 0 07 Aug 2022
LFGCF: Light Folksonomy Graph Collaborative Filtering for Tag-Aware Recommendation Yin Zhang Can Xu Xianjun Wu Yan Zhang Ligang Dong Weigang Wang 18 1 0 06 Aug 2022
PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes Tien-Cuong Bui Wen-Syan Li S. Cha 52 1 0 05 Aug 2022
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations Ziheng Chen Fabrizio Silvestri Jia Wang Yongfeng Zhang Zhenhua Huang H. Ahn Gabriele Tolomei CML 83 30 0 04 Aug 2022
Node Copying: A Random Graph Model for Effective Graph Sampling Florence Regol Soumyasundar Pal Jianing Sun Yingxue Zhang Yanhui Geng Mark Coates 75 5 0 04 Aug 2022
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio A. Nevado-Holgado C. Espie Maria Liakata A. Henry J. Gu Niall Taylor K. Saunders Tom Walker C. Miller 27 1 0 29 Jul 2022
Self-Supervised Hypergraph Transformer for Recommender Systems Lianghao Xia Chao Huang Chuxu Zhang 89 115 0 28 Jul 2022
Learning Personalized Representations using Graph Convolutional Network Hongyu Shen Jinoh Oh Shuai Zhao Guoyin Wang Taraneh Taghavi Sungjin Lee GNN AI4TS 46 1 0 28 Jul 2022
Analysis and Optimization of GNN-Based Recommender Systems on Persistent Memory Yuwei Hu Jiajie Li Zhongming Yu Zhiru Zhang GNN 76 0 0 25 Jul 2022
Privacy and Transparency in Graph Machine Learning: A Unified Perspective Megha Khosla 70 4 0 22 Jul 2022
Knowledge-enhanced Black-box Attacks for Recommendations Jingfan Chen Wenqi Fan Guanghui Zhu Xiangyu Zhao Chun Yuan Qing Li Jiaming Ji MLAU AAML 74 52 0 21 Jul 2022
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization Ningyi Liao Dingheng Mo Siqiang Luo Xiang Li Pengcheng Yin GNN AI4CE 69 22 0 19 Jul 2022
HICF: Hyperbolic Informative Collaborative Filtering Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 76 55 0 19 Jul 2022
Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks Chuang Liu Xueqi Ma Yinbing Zhan Liang Ding Dapeng Tao Di Lin Wenbin Hu Danilo Mandic 93 32 0 18 Jul 2022
Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network Weijia Chen Yixin Cao Fuli Feng Xiangnan He Yongdong Zhang 97 2 0 14 Jul 2022
Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model Hui Shi Yupeng Gu Yitong Zhou Bo Zhao Sicun Gao Jishen Zhao 27 10 0 14 Jul 2022
Graph Generative Model for Benchmarking Graph Neural Networks Minji Yoon Yue Wu John Palowitch Bryan Perozzi Ruslan Salakhutdinov 75 7 0 10 Jul 2022
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling Hongkang Li Ming Wang Sijia Liu Pin-Yu Chen Jinjun Xiong GNN 78 28 0 07 Jul 2022
TREE-G: Decision Trees Contesting Graph Neural Networks Maya Bechler-Speicher Amir Globerson Ran Gilad-Bachrach 76 4 0 06 Jul 2022
Learning node embeddings via summary graphs: a brief theoretical analysis Houquan Zhou Shenghua Liu Danai Koutra Huawei Shen Xueqi Cheng 29 0 0 04 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems Yu Wang Yuying Zhao Yi Zhang Hanyu Wang GNN 71 63 0 03 Jul 2022
Transforming PageRank into an Infinite-Depth Graph Neural Network Andreas Roth Thomas Liebig GNN 80 14 0 01 Jul 2022
Optimization-Induced Graph Implicit Nonlinear Diffusion Qi Chen Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin DiffM 127 32 0 29 Jun 2022
BAGEL: A Benchmark for Assessing Graph Neural Network Explanations Mandeep Rathee Thorben Funke Avishek Anand Megha Khosla 75 15 0 28 Jun 2022
Cooperative Retriever and Ranker in Deep Recommenders Xunpeng Huang Defu Lian Jin Chen Liu Zheng Xing Xie Enhong Chen VLM AI4TS 58 12 0 28 Jun 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification Jae-gyun Song Joonhyung Park Eunho Yang 83 55 0 26 Jun 2022
Sampling Enclosing Subgraphs for Link Prediction Paul Louis Shweta Ann Jacob Amirali Salehi-Abari GNN 99 15 0 23 Jun 2022
Affinity-Aware Graph Networks A. Velingker A. Sinop Ira Ktena Petar Velickovic Sreenivas Gollapudi GNN 107 17 0 23 Jun 2022
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network Boxin Du Changhe Yuan Fei Wang Hanghang Tong 42 2 0 19 Jun 2022
Certified Graph Unlearning Eli Chien Chao Pan O. Milenkovic MU 105 40 0 18 Jun 2022
A Graph-Enhanced Click Model for Web Search Jianghao Lin Weiwen Liu Xinyi Dai Weinan Zhang Shuai Li Ruiming Tang Xiuqiang He Jianye Hao Yong Yu 81 36 0 17 Jun 2022
Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation Lei Guo Jinyu Zhang Lilia Tang Tong Chen Lei Zhu Hongzhi Yin 48 36 0 16 Jun 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering Tong Wang Guanyu Yang Qijia He Zhenquan Zhang Junhua Wu 45 6 0 16 Jun 2022
KE-QI: A Knowledge Enhanced Article Quality Identification Dataset Chunhui Ai Derui Wang Xuemi Yan Yang Xu Wenrui Xie Ziqiang Cao 55 0 0 15 Jun 2022
Learning Enhanced Representations for Tabular Data via Neighborhood Propagation Kounianhua Du Weinan Zhang Ruiwen Zhou Yangkun Wang Xilong Zhao Jiarui Jin Quan Gan Zheng Zhang David Wipf AI4TS 56 9 0 14 Jun 2022
NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs Jinsong Chen Kaiyuan Gao Gaichao Li Kun He 84 117 0 10 Jun 2022
Comprehensive Fair Meta-learned Recommender System Tianxin Wei Jingrui He FedML FaML OffRL 69 42 0 09 Jun 2022
TwiBot-22: Towards Graph-Based Twitter Bot Detection Shangbin Feng Zhaoxuan Tan Herun Wan Ningnan Wang Zilong Chen ... Yanbo Wang Lijing Zheng Zihan Ma Jundong Li Minnan Luo 123 94 0 09 Jun 2022
Accurate Node Feature Estimation with Structured Variational Graph Autoencoder Jaemin Yoo Hyunsik Jeon Jinhong Jung U. Kang BDL 50 21 0 09 Jun 2022
Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective Zepeng Zhang Ziping Zhao AI4CE 71 4 0 09 Jun 2022
Network Report: A Structured Description for Network Datasets Xinyi Zheng Ryan A. Rossi Nesreen Ahmed Dominik Moritz 53 4 0 08 Jun 2022
EiX-GNN : Concept-level eigencentrality explainer for graph neural networks Adrien Raison Pascal Bourdon David Helbert 70 1 0 07 Jun 2022
Learning Backward Compatible Embeddings Weihua Hu Rajas Bansal Kaidi Cao Nikhil S. Rao Karthik Subbian J. Leskovec 39 17 0 07 Jun 2022