Graph Convolutional Neural Networks for Web-Scale Recommender Systems

6 June 2018

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

50 / 1,342 papers shown

Title
Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network ApproachAAAI Conference on Artificial Intelligence (AAAI), 2020 Lei Chen Le Wu Richang Hong Kun Zhang Meng Wang GNN 219 585 0 28 Jan 2020
Efficient and Stable Graph Scattering Transforms via PruningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 V. Ioannidis Siheng Chen G. Giannakis 150 13 0 27 Jan 2020
TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural NetworkThe Web Conference (WWW), 2020 Jiaming Shen Zhihong Shen Chenyan Xiong Chi Wang Kuansan Wang Jiawei Han 188 80 0 26 Jan 2020
Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional DataInternational Journal of Data Science and Analysis (JDSA), 2020 Valentina Shumovskaia Kirill Fedyanin I. Sukharev Dmitry Berestnev Maxim Panov 129 30 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 126 11 0 14 Jan 2020
BasConv: Aggregating Heterogeneous Interactions for Basket Recommendation with Graph Convolutional Neural NetworkSDM (SDM), 2020 Zhiwei Liu Mengting Wan Stephen D. Guo Kannan Achan Philip S. Yu 194 72 0 14 Jan 2020
HyGCN: A GCN Accelerator with Hybrid ArchitectureInternational Symposium on High-Performance Computer Architecture (HPCA), 2020 Yurui Lai Lei Deng Xing Hu Ling Liang Yujing Feng Xiaochun Ye Zhimin Zhang Xiaochun Ye Yuan Xie GNN 219 327 0 07 Jan 2020
GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous PlatformsSymposium on Field Programmable Gate Arrays (FPGA), 2019 Hanqing Zeng Viktor Prasanna GNN 125 135 0 31 Dec 2019
A Gentle Introduction to Deep Learning for GraphsNeural Networks (NN), 2019 D. Bacciu Federico Errica Alessio Micheli Marco Podda AI4CE GNN 235 302 0 29 Dec 2019
Solving Cold Start Problem in Recommendation with Attribute Graph Neural Networks T. Qian Yile Liang Qing Li CML 156 11 0 28 Dec 2019
Unsupervised Learning of Graph Hierarchical Abstractions with Differentiable Coarsening and Optimal TransportAAAI Conference on Artificial Intelligence (AAAI), 2019 Tengfei Ma Jie Chen 143 26 0 24 Dec 2019
Expanding Label Sets for Graph Convolutional Networks Mustafa Coşkun Burcu Bakir-Gungor Mehmet Koyutürk GNN 59 2 0 18 Dec 2019
ragamAI: A Network Based Recommender System to Arrange a Indian Classical Music ConcertInternational Conference on Machine Learning and Applications (ICMLA), 2019 A. Bagavathi S. Krishnan Sanjay Subrahmanyan Narasimhan S. L. 98 0 0 08 Dec 2019
Hyperbolic Graph Attention NetworkIEEE Transactions on Big Data (IEEE Trans. Big Data), 2019 Yiding Zhang Tianlin Li Xunqiang Jiang C. Shi Yanfang Ye GNN 154 150 0 06 Dec 2019
Fine-Grained Emotion Classification of Chinese Microblogs Based on Graph Convolution NetworksWorld wide web (Bussum) (WWW), 2019 Yu-Chen Lai Linfeng Zhang Donghong Han Rui Zhou Guoren Wang 98 66 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 68 2 0 29 Nov 2019
SWAG: Item Recommendations using Convolutions on Weighted Graphs Amit Pande Kai Ni Venkataramani Kini GNN 89 10 0 22 Nov 2019
An End-to-End Framework for Cold Question Routing in Community Question Answering ServicesInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Jiankai Sun Jie Zhao Huan Sun Srinivasan Parthasarathy 135 30 0 22 Nov 2019
Graph Pruning for Model Compression Mingyang Zhang Xinyi Yu Jingtao Rong L. Ou GNN 144 9 0 22 Nov 2019
GraLSP: Graph Neural Networks with Local Structural PatternsAAAI Conference on Artificial Intelligence (AAAI), 2019 Yilun Jin Guojie Song C. Shi 162 54 0 18 Nov 2019
Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional NetworksNeural Information Processing Systems (NeurIPS), 2019 Difan Zou Ziniu Hu Yewen Wang Song Jiang Luke Huan Quanquan Gu GNN 236 319 0 17 Nov 2019
Graph-Revised Convolutional Network Donghan Yu Ruohong Zhang Zhengbao Jiang Yuexin Wu Yiming Yang GNN 362 104 0 17 Nov 2019
Hierarchical Graph Pooling with Structure LearningAAAI Conference on Artificial Intelligence (AAAI), 2019 Zhen Zhang Jiajun Bu Martin Ester Jianfeng Zhang Chengwei Yao Zhi Yu Can Wang 235 197 0 14 Nov 2019
A Capsule Network-based Model for Learning Node EmbeddingsInternational Conference on Information and Knowledge Management (CIKM), 2019 Dai Quoc Nguyen T. Nguyen Dat Quoc Nguyen Dinh Q. Phung GNN 131 11 0 12 Nov 2019
GraphDefense: Towards Robust Graph Convolutional Networks Xiaoyun Wang Xuanqing Liu Cho-Jui Hsieh OOD AAML GNN 204 36 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 133 2 0 10 Nov 2019
Graph Convolutional Networks Meet with High Dimensionality Reduction Mustafa Coşkun GNN BDL 60 3 0 07 Nov 2019
Graph Transformer NetworksNeural Information Processing Systems (NeurIPS), 2019 Seongjun Yun Minbyul Jeong Raehyun Kim Jaewoo Kang Hyunwoo J. Kim 486 1,190 0 06 Nov 2019
Certifiable Robustness to Graph PerturbationsNeural Information Processing Systems (NeurIPS), 2019 Aleksandar Bojchevski Stephan Günnemann AAML 229 141 0 31 Oct 2019
Hyperbolic Graph Convolutional Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 378 751 0 28 Oct 2019
Extreme Classification in Log Memory using Count-Min Sketch: A Case Study of Amazon Search with 50M ProductsNeural Information Processing Systems (NeurIPS), 2019 Tharun Medini Qixuan Huang Yiqiu Wang Vijai Mohan Anshumali Shrivastava 175 72 0 28 Oct 2019
Hyperbolic Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 209 430 0 28 Oct 2019
Diffusion Improves Graph LearningNeural Information Processing Systems (NeurIPS), 2019 Johannes Klicpera Stefan Weißenberger Stephan Günnemann GNN 907 814 0 28 Oct 2019
Improving Graph Attention Networks with Large Margin-based Constraints Guangtao Wang Rex Ying Jing-ling Huang J. Leskovec 177 90 0 25 Oct 2019
KRED: Knowledge-Aware Document Representation for News Recommendations Danyang Liu Jianxun Lian Shiyin Wang Ying Qiao Jiun-Hung Chen Guangzhong Sun Xing Xie 159 1 0 25 Oct 2019
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification Xiaochen Hou Jing Huang Guangtao Wang Xiaodong He Bowen Zhou 224 60 0 24 Oct 2019
Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convolutional networkTransportation Research Part C: Emerging Technologies (TRC), 2019 Jintao Ke Xiaoran Qin Hai Yang Zhengfei Zheng Zheng Zhu Jieping Ye AI4TS 113 177 0 17 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019 Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 222 193 0 15 Oct 2019
Characterizing Deep Learning Training Workloads on Alibaba-PAIIEEE International Symposium on Workload Characterization (IISWC), 2019 Mengdi Wang Chen Meng Guoping Long Chuan Wu Jun Yang Jialin Li Yangqing Jia 142 60 0 14 Oct 2019
Dynamic Embedding on Textual Networks via a Gaussian ProcessAAAI Conference on Artificial Intelligence (AAAI), 2019 Pengyu Cheng Yitong Li D. Ponsa Liqun Cheng David Carlson Gary R. Bradski 94 10 0 05 Oct 2019
TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link PredictionInternational Conference on Knowledge Capture (K-CAP), 2019 Ling Cai Bo Yan Gengchen Mai K. Janowicz Rui Zhu GNN 114 83 0 01 Oct 2019
Overlapping Community Detection with Graph Neural Networks Oleksandr Shchur Stephan Günnemann GNN 146 156 0 26 Sep 2019
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional NetworkIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019 Sheng Wan Chen Gong P. Zhong Shirui Pan Guangyu Li Zhiqiang Wang 157 152 0 26 Sep 2019
MONET: Debiasing Graph Embeddings via the Metadata-Orthogonal Training Unit John Palowitch Bryan Perozzi 121 22 0 25 Sep 2019
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... Jiaqi Zhao Haotong Zhang Alex Smola Jinyang Li Zheng Zhang AI4CE GNN 407 819 0 03 Sep 2019
Graph Representation Learning: A SurveyAPSIPA Transactions on Signal and Information Processing (APSIPA TSIP), 2019 Fenxiao Chen Yun Cheng Wang Bin Wang C.-C. Jay Kuo GNN AI4TS 130 248 0 03 Sep 2019
AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing Tong Geng Ang Li Runbin Shi Chunshu Wu Tianqi Wang ... Pouya Haghi Antonino Tumeo Shuai Che Steve Reinhardt Martin C. Herbordt GNN 450 8 0 23 Aug 2019
Spam Review Detection with Graph Convolutional NetworksInternational Conference on Information and Knowledge Management (CIKM), 2019 Ao Li Zhou Qin Runshi Liu Yiqun Yang Dong Li GNN 122 262 0 22 Aug 2019
Towards Knowledge-Based Recommender Dialog SystemConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Qibin Chen Junyang Lin Yichang Zhang Ming Ding Yukuo Cen Hongxia Yang Jie Tang 160 284 0 15 Aug 2019
GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model Chang-You Tai Meng-Ru Wu Yun-Wei Chu Shao-Yu Chu 85 3 0 13 Aug 2019