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
AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange Liang Zeng Jin Xu Zijun Yao Yanqiao Zhu Jian Li 92 1 0 10 Jun 2021
Fairness-Aware Node Representation Learning Öykü Deniz Köse Yanning Shen 58 22 0 09 Jun 2021
Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling Chuizheng Meng Sirisha Rambhatla Yan Liu FedML 91 127 0 09 Jun 2021
Scaling Up Graph Neural Networks Via Graph Coarsening Zengfeng Huang Shengzhong Zhang Chong Xi T. Liu Min Zhou GNN 130 106 0 09 Jun 2021
Initialization Matters: Regularizing Manifold-informed Initialization for Neural Recommendation Systems Yinan Zhang Boyang Albert Li Yong Liu Hao Wang Chunyan Miao 32 10 0 09 Jun 2021
NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs Enyan Dai Charu C. Aggarwal Suhang Wang NoLa 92 120 0 08 Jun 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 85 37 0 07 Jun 2021
Learning by Transference: Training Graph Neural Networks on Growing Graphs J. Cerviño Luana Ruiz Alejandro Ribeiro GNN 59 19 0 07 Jun 2021
Training Robust Graph Neural Networks with Topology Adaptive Edge Dropping Zhangyang Gao S. Bhattacharya Leiming Zhang Rick S. Blum Alejandro Ribeiro Brian M. Sadler 105 25 0 05 Jun 2021
Cross-Network Learning with Partially Aligned Graph Convolutional Networks Meng Jiang GNN 57 12 0 03 Jun 2021
Privileged Graph Distillation for Cold Start Recommendation Shuai Wang Kun Zhang Le Wu Haiping Ma Richang Hong Meng Wang 43 30 0 31 May 2021
Relation Matters in Sampling: A Scalable Multi-Relational Graph Neural Network for Drug-Drug Interaction Prediction A. Feeney Rishabh Gupta Veronika Thost Rico Angell Gayathri Chandu Yash Adhikari Tengfei Ma 31 11 0 28 May 2021
Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network Yuqing Hu X. Cheng Suhang Wang Jianli Chen Tianxiang Zhao Enyan Dai GNN AI4TS AI4CE 36 79 0 27 May 2021
Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future David Ahmedt-Aristizabal M. Armin Simon Denman Clinton Fookes L. Petersson 87 190 0 27 May 2021
CARLS: Cross-platform Asynchronous Representation Learning System Chun-Ta Lu Yun Zeng Da-Cheng Juan Yicheng Fan Zhe Li ... Ariel Fuxman Futang Peng Zhen Li Tom Duerig Andrew Tomkins 25 0 0 26 May 2021
Heterogeneous Graph Representation Learning with Relation Awareness Le Yu Leilei Sun Bowen Du Chuanren Liu Weifeng Lv Hui Xiong 72 55 0 24 May 2021
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads John Thorpe Yifan Qiao Jon Eyolfson Shen Teng Guanzhou Hu ... Jinliang Wei Keval Vora Ravi Netravali Miryung Kim G. Xu GNN 66 144 0 24 May 2021
Federated Graph Learning -- A Position Paper Hu Zhang Tao Shen Leilei Gan Mingyang Yin Hongxia Yang Chao Wu FedML 76 53 0 24 May 2021
A Robust and Generalized Framework for Adversarial Graph Embedding Jianxin Li Xingcheng Fu Hao Peng Senzhang Wang Shijie Zhu Qingyun Sun Philip S. Yu Lifang He 42 16 0 22 May 2021
Improving Graph Neural Networks with Simple Architecture Design S. Maurya Xin Liu T. Murata 64 53 0 17 May 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 95 204 0 13 May 2021
GIPA: General Information Propagation Algorithm for Graph Learning Qinkai Zheng Houyi Li Peng Zhang Zhixiong Yang Guowei Zhang Xintan Zeng Yongchao Liu 65 9 0 13 May 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs Christopher Morris Matthias Fey Nils M. Kriege GNN 55 24 0 12 May 2021
Thematic recommendations on knowledge graphs using multilayer networks Mariano Beguerisse-Díaz Dimitrios Korkinof Till Hoffmann 25 1 0 12 May 2021
Accelerating Large Scale Real-Time GNN Inference using Channel Pruning Hongkuan Zhou Ajitesh Srivastava Hanqing Zeng Rajgopal Kannan Viktor Prasanna GNN 61 68 0 10 May 2021
Graph Feature Gating Networks Wei Jin Xiaorui Liu Yao Ma Hanyu Wang Charu C. Aggarwal Jiliang Tang 59 1 0 10 May 2021
Estimating the State of Epidemics Spreading with Graph Neural Networks Abhishek Tomy Matteo Razzanelli Francesco Di Lauro Daniela Rus Cosimo Della Santina 76 28 0 10 May 2021
Graph-based Multilingual Product Retrieval in E-commerce Search Hanqing Lu You-Heng Hu Tong Zhao Tony Wu Yiwei Song Bing Yin 115 25 0 06 May 2021
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph Junhan Yang Zheng Liu Shitao Xiao Chaozhuo Li Defu Lian Sanjay Agrawal Amit Singh Guangzhong Sun Xing Xie AI4CE 86 160 0 06 May 2021
Scalable Graph Neural Network Training: The Case for Sampling Marco Serafini Hui Guan GNN 83 28 0 05 May 2021
Augmenting Sequential Recommendation with Pseudo-Prior Items via Reversely Pre-training Transformer Zhiwei Liu Ziwei Fan Yu Wang Philip S. Yu 166 149 0 02 May 2021
Black-box Gradient Attack on Graph Neural Networks: Deeper Insights in Graph-based Attack and Defense Haoxi Zhan Xiaobing Pei AAML 35 9 0 30 Apr 2021
Modelling Urban Dynamics with Multi-Modal Graph Convolutional Networks Krittika D’Silva Jordan Cambe A. Noulas Cecilia Mascolo Adam Waksman GNN 26 0 0 29 Apr 2021
Graph Decoupling Attention Markov Networks for Semi-supervised Graph Node Classification Jie Chen Shouzhen Chen Mingyuan Bai Jian Pu Junping Zhang Junbin Gao 91 21 0 28 Apr 2021
Network Embedding via Deep Prediction Model Xin Sun Zenghui Song Yongbo Yu Junyu Dong Claudia Plant Christian Boehm GNN 58 2 0 27 Apr 2021
Unsupervised Deep Manifold Attributed Graph Embedding Z. Zang Siyuan Li Di Wu Jianzhu Guo Yongjie Xu Stan Z. Li DRL 38 5 0 27 Apr 2021
A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation Le Wu Xiangnan He Xiang Wang Kun Zhang Meng Wang HAI 158 299 0 27 Apr 2021
GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy Yongchao Liu Houyi Li Guowei Zhang Xintan Zeng Yongyong Li ... Peng Zhang Zhao Li Kefeng Deng Changhua He Wenguang Chen GNN 97 11 0 21 Apr 2021
Superpixels and Graph Convolutional Neural Networks for Efficient Detection of Nutrient Deficiency Stress from Aerial Imagery Saba Dadsetan David Pichler David Wilson N. Hovakimyan Jennifer Hobbs 82 6 0 20 Apr 2021
GMLP: Building Scalable and Flexible Graph Neural Networks with Feature-Message Passing Wentao Zhang Yu Shen Zheyu Lin Yang Li Xiaosen Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Tengjiao Wang 72 9 0 20 Apr 2021
ScaleFreeCTR: MixCache-based Distributed Training System for CTR Models with Huge Embedding Table Huifeng Guo Wei Guo Yong Gao Ruiming Tang Xiuqiang He Wenzhi Liu 85 21 0 17 Apr 2021
Dual Metric Learning for Effective and Efficient Cross-Domain Recommendations Pan Li Alexander Tuzhilin 70 53 0 17 Apr 2021
Bayesian graph convolutional neural networks via tempered MCMC Rohitash Chandra A. Bhagat Manavendra Maharana P. Krivitsky GNN BDL 101 18 0 17 Apr 2021
Deep Learning-based Online Alternative Product Recommendations at Scale Mingming Guo Nian Yan Xiquan Cui San He Wu Unaiza Ahsan Rebecca West Khalifeh Al Jadda 44 7 0 15 Apr 2021
Lorentzian Graph Convolutional Networks Yiding Zhang Xiao Wang C. Shi Nian Liu Guojie Song 68 98 0 15 Apr 2021
DistGNN: Scalable Distributed Training for Large-Scale Graph Neural Networks Vasimuddin Sanchit Misra Guixiang Ma Ramanarayan Mohanty E. Georganas A. Heinecke Dhiraj D. Kalamkar Nesreen Ahmed Sasikanth Avancha GNN 74 125 0 14 Apr 2021
Search to aggregate neighborhood for graph neural network Huan Zhao Quanming Yao Wei-Wei Tu GNN 88 92 0 14 Apr 2021
BlockGNN: Towards Efficient GNN Acceleration Using Block-Circulant Weight Matrices Zhe Zhou Bizhao Shi Zhe Zhang Yijin Guan Guangyu Sun Guojie Luo GNN 81 33 0 13 Apr 2021
Who Should Go First? A Self-Supervised Concept Sorting Model for Improving Taxonomy Expansion Xiangchen Song Jiaming Shen Jieyu Zhang Jiawei Han 64 10 0 08 Apr 2021
Uniting Heterogeneity, Inductiveness, and Efficiency for Graph Representation Learning Tong Chen Hongzhi Yin Jie Ren Zi Huang Xiangliang Zhang Hao Wang 33 4 0 04 Apr 2021