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
SketchGNN: Semantic Sketch Segmentation with Graph Neural Networks Lumin Yang Jiajie Zhuang Hongbo Fu Xiangzhi Wei Kun Zhou Youyi Zheng 38 31 0 02 Mar 2020
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning Jianhong Zhang Manli Zhang Zhiwu Lu Tao Xiang Ji-Rong Wen 9 11 0 28 Feb 2020
Advances in Collaborative Filtering and Ranking Liwei Wu 4 7 0 27 Feb 2020
Dual Graph Representation Learning Huiling Zhu Xin Luo Hankui Zhuo GNN 4 0 0 25 Feb 2020
Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network Yuanyuan Jin Wei Zhang Xiangnan He Xinyu Wang Xiao-le Wang 6 51 0 20 Feb 2020
Residual Correlation in Graph Neural Network Regression J. Jia Austin R. Benson 17 25 0 19 Feb 2020
Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks Tsubasa Takahashi GNN AAML 6 37 0 19 Feb 2020
Inductive Representation Learning on Temporal Graphs Da Xu Chuanwei Ruan Evren Körpeoglu Sushant Kumar Kannan Achan AI4CE 9 607 0 19 Feb 2020
Ripple Walk Training: A Subgraph-based training framework for Large and Deep Graph Neural Network Jiyang Bai Yuxiang Ren Jiawei Zhang GNN 19 29 0 17 Feb 2020
Vertex-reinforced Random Walk for Network Embedding Wenyi Xiao Huan Zhao V. Zheng Yangqiu Song 3DV 24 8 0 11 Feb 2020
Differentiable Graph Module (DGM) for Graph Convolutional Networks Anees Kazi Luca Cosmo Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein GNN MedIm 14 128 0 11 Feb 2020
Random Features Strengthen Graph Neural Networks Ryoma Sato M. Yamada H. Kashima GNN AAML 6 230 0 08 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 13 3,503 0 06 Feb 2020
FastGAE: Scalable Graph Autoencoders with Stochastic Subgraph Decoding Guillaume Salha-Galvan Romain Hennequin Jean-Baptiste Remy Manuel Moussallam Michalis Vazirgiannis GNN BDL 21 6 0 05 Feb 2020
Graph Convolution Machine for Context-aware Recommender System Jiancan Wu Xiangnan He Xiang Wang Qifan Wang Weijia Chen Jianxun Lian Xing Xie GNN 9 70 0 30 Jan 2020
Which way? Direction-Aware Attributed Graph Embedding Zekarias T. Kefato Nasrullah Sheikh A. Montresor 3DV 6 3 0 30 Jan 2020
Graph Neighborhood Attentive Pooling Zekarias T. Kefato Sarunas Girdzijauskas GNN 16 6 0 28 Jan 2020
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach Lei Chen Le Wu Richang Hong Kun Zhang Meng Wang GNN 19 491 0 28 Jan 2020
Efficient and Stable Graph Scattering Transforms via Pruning V. Ioannidis Siheng Chen G. Giannakis 12 11 0 27 Jan 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network Jiaming Shen Zhihong Shen Chenyan Xiong Chi Wang Kuansan Wang Jiawei Han 20 74 0 26 Jan 2020
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data Valentina Shumovskaia Kirill Fedyanin I. Sukharev Dmitry Berestnev Maxim Panov 8 26 0 23 Jan 2020
Physical-Virtual Collaboration Modeling for Intra-and Inter-Station Metro Ridership Prediction Lingbo Liu Jingwen Chen Hefeng Wu Jiajie Zhen Guanbin Li Liang Lin 11 9 0 14 Jan 2020
BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural Network Zhiwei Liu Mengting Wan Stephen D. Guo Kannan Achan Philip S. Yu 10 68 0 14 Jan 2020
HyGCN: A GCN Accelerator with Hybrid Architecture Mingyu Yan Lei Deng Xing Hu Ling Liang Yujing Feng Xiaochun Ye Zhimin Zhang Dongrui Fan Yuan Xie GNN 22 287 0 07 Jan 2020
GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms Hanqing Zeng Viktor Prasanna GNN 14 125 0 31 Dec 2019
A Gentle Introduction to Deep Learning for Graphs D. Bacciu Federico Errica A. Micheli Marco Podda AI4CE GNN 37 276 0 29 Dec 2019
Solving Cold Start Problem in Recommendation with Attribute Graph Neural Networks T. Qian Yile Liang Qing Li CML 9 10 0 28 Dec 2019
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal Transport Tengfei Ma Jie Chen 14 24 0 24 Dec 2019
Expanding Label Sets for Graph Convolutional Networks Mustafa Coşkun Burcu Bakir-Gungor Mehmet Koyutürk GNN 17 2 0 18 Dec 2019
ragamAI: A Network Based Recommender System to Arrange a Indian Classical Music Concert A. Bagavathi S. Krishnan Sanjay Subrahmanyan Narasimhan S. L. 11 0 0 08 Dec 2019
Hyperbolic Graph Attention Network Yiding Zhang Xiao Wang Xunqiang Jiang C. Shi Yanfang Ye GNN 19 129 0 06 Dec 2019
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution Networks Yu-Chen Lai Linfeng Zhang Donghong Han Rui Zhou Guoren Wang 14 60 0 05 Dec 2019
On model selection for scalable time series forecasting in transport networks Julien Monteil Anton Dekusar Claudio Gambella Y. Lassoued M. Mevissen AI4TS 14 2 0 29 Nov 2019
SWAG: Item Recommendations using Convolutions on Weighted Graphs Amit Pande Kai Ni Venkataramani Kini GNN 17 9 0 22 Nov 2019
An End-to-End Framework for Cold Question Routing in Community Question Answering Services Jiankai Sun Jie Zhao Huan Sun S. Parthasarathy 11 30 0 22 Nov 2019
Graph Pruning for Model Compression Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou GNN 25 9 0 22 Nov 2019
GraLSP: Graph Neural Networks with Local Structural Patterns Yilun Jin Guojie Song C. Shi 11 47 0 18 Nov 2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks Difan Zou Ziniu Hu Yewen Wang Song Jiang Yizhou Sun Quanquan Gu GNN 6 276 0 17 Nov 2019
Graph-Revised Convolutional Network Donghan Yu Ruohong Zhang Zhengbao Jiang Yuexin Wu Yiming Yang GNN 19 96 0 17 Nov 2019
Hierarchical Graph Pooling with Structure Learning Zhen Zhang Jiajun Bu Martin Ester Jianfeng Zhang Chengwei Yao Zhi Yu Can Wang 27 174 0 14 Nov 2019
A Capsule Network-based Model for Learning Node Embeddings D. Q. Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung GNN 12 9 0 12 Nov 2019
GraphDefense: Towards Robust Graph Convolutional Networks Xiaoyun Wang Xuanqing Liu Cho-Jui Hsieh OOD AAML GNN 17 31 0 11 Nov 2019
HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network Deli Chen Xiaoqian Liu Yankai Lin Peng Li Jie Zhou Qi Su Xu Sun GNN 17 2 0 10 Nov 2019
Graph Convolutional Networks Meet with High Dimensionality Reduction Mustafa Coşkun GNN BDL 6 3 0 07 Nov 2019
Graph Transformer Networks Seongjun Yun Minbyul Jeong Raehyun Kim Jaewoo Kang Hyunwoo J. Kim 13 942 0 06 Nov 2019
Certifiable Robustness to Graph Perturbations Aleksandar Bojchevski Stephan Günnemann AAML 20 123 0 31 Oct 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 15 629 0 28 Oct 2019
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M Products Tharun Medini Qixuan Huang Yiqiu Wang Vijai Mohan Anshumali Shrivastava 9 70 0 28 Oct 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 11 369 0 28 Oct 2019
Diffusion Improves Graph Learning Johannes Klicpera Stefan Weißenberger Stephan Günnemann GNN 48 685 0 28 Oct 2019