Graph Convolutional Neural Networks for Web-Scale Recommender Systems

6 June 2018

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

50 / 1,259 papers shown

Title
HICF: Hyperbolic Informative Collaborative Filtering Menglin Yang Zhihao Li Min Zhou Jiahong Liu Irwin King 19 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 Bo Du Wenbin Hu Danilo P. Mandic 39 28 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 11 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 13 9 0 14 Jul 2022
Graph Generative Model for Benchmarking Graph Neural Networks Minji Yoon Yue Wu John Palowitch Bryan Perozzi Ruslan Salakhutdinov 17 7 0 10 Jul 2022
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling Hongkang Li M. Wang Sijia Liu Pin-Yu Chen Jinjun Xiong GNN 16 27 0 07 Jul 2022
TREE-G: Decision Trees Contesting Graph Neural Networks Maya Bechler-Speicher Amir Globerson Ran Gilad-Bachrach 25 3 0 06 Jul 2022
Learning node embeddings via summary graphs: a brief theoretical analysis Houquan Zhou Shenghua Liu Danai Koutra Huawei Shen Xueqi Cheng 22 0 0 04 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems Yu-Chiang Frank Wang Yuying Zhao Yi Zhang Tyler Derr GNN 32 61 0 03 Jul 2022
Transforming PageRank into an Infinite-Depth Graph Neural Network Andreas Roth Thomas Liebig GNN 34 14 0 01 Jul 2022
Optimization-Induced Graph Implicit Nonlinear Diffusion Qi Chen Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin DiffM 48 32 0 29 Jun 2022
BAGEL: A Benchmark for Assessing Graph Neural Network Explanations Mandeep Rathee Thorben Funke Avishek Anand Megha Khosla 38 14 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 30 11 0 28 Jun 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification Jae-gyun Song Joonhyung Park Eunho Yang 31 52 0 26 Jun 2022
Sampling Enclosing Subgraphs for Link Prediction Paul Louis Shweta Ann Jacob Amirali Salehi-Abari GNN 22 14 0 23 Jun 2022
Affinity-Aware Graph Networks A. Velingker A. Sinop Ira Ktena Petar Velickovic Sreenivas Gollapudi GNN 50 16 0 23 Jun 2022
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network Boxin Du Changhe Yuan Fei-Yue Wang Hanghang Tong 19 1 0 19 Jun 2022
Certified Graph Unlearning Eli Chien Chao Pan O. Milenkovic MU 30 38 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 17 35 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 20 34 0 16 Jun 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering Tong Wang Guanyu Yang Qijia He Zhenquan Zhang Junhua Wu 8 4 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 19 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-Wei Zhang David Wipf AI4TS 18 9 0 14 Jun 2022
NAGphormer: A Tokenized Graph Transformer for Node Classification in Large Graphs Jinsong Chen Kaiyuan Gao Gaichao Li Kun He 16 102 0 10 Jun 2022
Comprehensive Fair Meta-learned Recommender System Tianxin Wei Jingrui He FedML FaML OffRL 19 38 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 26 84 0 09 Jun 2022
Accurate Node Feature Estimation with Structured Variational Graph Autoencoder Jaemin Yoo Hyunsik Jeon Jinhong Jung U. Kang BDL 11 17 0 09 Jun 2022
Towards Understanding Graph Neural Networks: An Algorithm Unrolling Perspective Zepeng Zhang Ziping Zhao AI4CE 27 4 0 09 Jun 2022
Network Report: A Structured Description for Network Datasets Xinyi Zheng Ryan A. Rossi Nesreen Ahmed Dominik Moritz 17 3 0 08 Jun 2022
EiX-GNN : Concept-level eigencentrality explainer for graph neural networks Adrien Raison Pascal Bourdon David Helbert 9 1 0 07 Jun 2022
Learning Backward Compatible Embeddings Weihua Hu Rajas Bansal Kaidi Cao Nikhil S. Rao Karthik Subbian J. Leskovec 14 15 0 07 Jun 2022
Multi-Behavior Sequential Recommendation with Temporal Graph Transformer Lianghao Xia Chao Huang Yong-mei Xu Jiangsen Pei HAI 33 50 0 06 Jun 2022
Graph Neural Networks with Precomputed Node Features Béni Egressy Roger Wattenhofer 17 2 0 01 Jun 2022
Calibrate and Debias Layer-wise Sampling for Graph Convolutional Networks Yifan Chen Tianning Xu Dilek Z. Hakkani-Tür Di Jin Yun Yang Ruoqing Zhu 13 4 0 01 Jun 2022
An Empirical Study of Retrieval-enhanced Graph Neural Networks Dingmin Wang Shengchao Liu Hanchen Wang Bernardo Cuenca Grau Linfeng Song Jian Tang Song Le Qi Liu 13 0 0 01 Jun 2022
Distributed Graph Neural Network Training with Periodic Stale Representation Synchronization Zheng Chai Guangji Bai Liang Zhao Yue Cheng GNN 22 3 0 31 May 2022
COIN: Co-Cluster Infomax for Bipartite Graphs Baoyu Jing Yuchen Yan Yada Zhu Hanghang Tong 24 21 0 31 May 2022
Uncertainty Quantification for Fairness in Two-Stage Recommender Systems Lequn Wang Thorsten Joachims 17 22 0 30 May 2022
Personalized PageRank Graph Attention Networks Julie Choi GNN 8 5 0 27 May 2022
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting Jingwei Guo Kaizhu Huang Rui Zhang Xinping Yi AAML 28 4 0 27 May 2022
RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation Yijun Tian Chuxu Zhang Zhichun Guo Chao Huang Ronald A Metoyer Nitesh V. Chawla 25 26 0 24 May 2022
ColdGuess: A General and Effective Relational Graph Convolutional Network to Tackle Cold Start Cases Bo He Xiang Song Vincent Gao Christos Faloutsos 12 1 0 24 May 2022
ItemSage: Learning Product Embeddings for Shopping Recommendations at Pinterest Paul Baltescu Haoyu Chen Nikil Pancha Andrew Zhai J. Leskovec Charles R. Rosenberg DML 24 33 0 24 May 2022
High-Order Pooling for Graph Neural Networks with Tensor Decomposition Chenqing Hua Guillaume Rabusseau Jian Tang 72 25 0 24 May 2022
Compressing Deep Graph Neural Networks via Adversarial Knowledge Distillation Huarui He Jie Wang Zhanqiu Zhang Feng Wu 25 40 0 24 May 2022
Learning to Advise and Learning from Advice in Cooperative Multi-Agent Reinforcement Learning Yue Jin Shuangqing Wei Jian Yuan Xudong Zhang 12 0 0 23 May 2022
KQGC: Knowledge Graph Embedding with Smoothing Effects of Graph Convolutions for Recommendation Daisuke Kikuta Toyotaro Suzumura Md. Mostafizur Rahman Yuya Hirate Satyen Abrol Manoj Kondapaka Takuma Ebisu Pablo S. Loyola 19 1 0 23 May 2022
MultiBiSage: A Web-Scale Recommendation System Using Multiple Bipartite Graphs at Pinterest Saket Gurukar Nikil Pancha Andrew Zhai Eric Kim Samson Hu Srinivas Parthasarathy Charles R. Rosenberg J. Leskovec 64 14 0 21 May 2022
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion? Juanhui Li Harry Shomer Jiayu Ding Yiqi Wang Yao Ma Neil Shah Jiliang Tang Dawei Yin 37 11 0 21 May 2022
FairNorm: Fair and Fast Graph Neural Network Training Öykü Deniz Köse Yanning Shen AI4CE 13 4 0 20 May 2022