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
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction Raehyun Kim Chan Ho So Minbyul Jeong Sanghoon Lee Jinkyu Kim Jaewoo Kang AIFin 196 153 0 07 Aug 2019
Learning a Unified Embedding for Visual Search at PinterestKnowledge Discovery and Data Mining (KDD), 2019 Andrew Zhai Hao-Yu Wu Eric Tzeng Dong Huk Park Charles R. Rosenberg DML 132 58 0 05 Aug 2019
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics Mark Weber Giacomo Domeniconi Jie Chen D. Weidele Claudio Bellei Tom Robinson C. E. Leiserson 212 382 0 31 Jul 2019
Tripartite Heterogeneous Graph Propagation for Large-scale Social RecommendationACM Conference on Recommender Systems (RecSys), 2019 KyungHyun Kim Donghyun Kwak Hanock Kwak Young-Jin Park Sangkwon Sim Jae-Han Cho Minkyu Kim Jihun Kwon Nako Sung Jung-Woo Ha 173 19 0 24 Jul 2019
Node Attribute Generation on Graphs Xu Chen Siheng Chen Huangjie Zheng Jiangchao Yao Kenan Cui Ya Zhang Ivor W. Tsang 104 2 0 23 Jul 2019
A Graph Neural Network Approach for Scalable Wireless Power Control Yifei Shen Yuanming Shi Jun Zhang Khaled B. Letaief GNN 131 85 0 19 Jul 2019
DeepTrax: Embedding Graphs of Financial TransactionsInternational Conference on Machine Learning and Applications (ICMLA), 2019 C. Bayan Bruss Anish Khazane Jonathan Rider R. Serpe Antonia Gogoglou Keegan E. Hines AIFin GNN 153 50 0 16 Jul 2019
A Novel User Representation Paradigm for Making Personalized Candidate Retrieval Zheng Liu Yu Xing Jianxun Lian Defu Lian Ziyao Li Xing Xie 113 3 0 15 Jul 2019
Semi-Supervised Graph Embedding for Multi-Label Graph Node ClassificationWISE (WISE), 2019 Kaisheng Gao Jing Zhang Cangqi Zhou 65 8 0 12 Jul 2019
Learning a Static Bug Finder from Data Yu Wang Fengjuan Gao Linzhang Wang Ke Wang 201 9 0 12 Jul 2019
GraphSAINT: Graph Sampling Based Inductive Learning MethodInternational Conference on Learning Representations (ICLR), 2019 Hanqing Zeng Hongkuan Zhou Ajitesh Srivastava Rajgopal Kannan Viktor Prasanna GNN 494 1,070 0 10 Jul 2019
Label-Aware Graph Convolutional Networks Hao Chen Yue Xu Lu Wang Dijun Luo Wenbing Huang Senzhang Wang Peng He Zhoujun Li 143 8 0 10 Jul 2019
Spectral Overlap and a Comparison of Parameter-Free, Dimensionality Reduction Quality Metrics Jonathan Johannemann Robert Tibshirani 47 2 0 03 Jul 2019
Structure fusion based on graph convolutional networks for semi-supervised classification Guangfeng Lin Jing Wang Kaiyang Liao Fan Zhao Wanjun Chen 116 6 0 02 Jul 2019
NetSMF: Large-Scale Network Embedding as Sparse Matrix FactorizationThe Web Conference (WWW), 2019 J. Qiu Yuxiao Dong Hao Ma Jun Yu Li Chi Wang Kuansan Wang Jie Tang 111 176 0 26 Jun 2019
Deep Conversational Recommender in Travel Lizi Liao Ryuichi Takanobu Yunshan Ma Xun Yang Shiyu Huang Tat-Seng Chua BDL 158 50 0 25 Jun 2019
Popularity Prediction on Social Platforms with Coupled Graph Neural NetworksWeb Search and Data Mining (WSDM), 2019 Qi Cao Huawei Shen Jinhua Gao Bingzheng Wei Xueqi Cheng GNN 196 147 0 21 Jun 2019
Neural Networks on Groups Stella Biderman 95 1 0 13 Jun 2019
Position-aware Graph Neural NetworksInternational Conference on Machine Learning (ICML), 2019 Jiaxuan You Rex Ying J. Leskovec 269 548 0 11 Jun 2019
Learning Individual Causal Effects from Networked Observational DataWeb Search and Data Mining (WSDM), 2019 Ruocheng Guo Wenlin Yao Huan Liu CML OOD 254 104 0 08 Jun 2019
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Wei Li Jingjing Xu Yancheng He Shengli Yan Yunfang Wu Xu Sun 144 49 0 04 Jun 2019
Pre-Training Graph Neural Networks for Generic Structural Feature Extraction Ziniu Hu Changjun Fan Ting-Li Chen Kai-Wei Chang Luke Huan 130 47 0 31 May 2019
Strategies for Pre-training Graph Neural NetworksInternational Conference on Learning Representations (ICLR), 2019 Weihua Hu Bowen Liu Joseph Gomes Marinka Zitnik Abigail Z. Jacobs Vijay S. Pande J. Leskovec SSL AI4CE 373 1,623 0 29 May 2019
Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative FilteringInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2019 Liwei Wu Hsiang-Fu Yu Nikhil S. Rao James Sharpnack Cho-Jui Hsieh GNN 147 10 0 29 May 2019
Representation Learning for Dynamic Graphs: A SurveyJournal of machine learning research (JMLR), 2019 Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 262 534 0 27 May 2019
MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social NetworkKnowledge Discovery and Data Mining (KDD), 2019 Hao Wang Tong Xu Qi Liu Defu Lian Enhong Chen Dongfang Du Han Wu Wen Su 139 125 0 27 May 2019
Graph Attention Auto-EncodersIEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2019 Amin Salehi H. Davulcu GNN 97 151 0 26 May 2019
Is a Single Vector Enough? Exploring Node Polysemy for Network EmbeddingKnowledge Discovery and Data Mining (KDD), 2019 Ninghao Liu Qiaoyu Tan Yuening Li Hongxia Yang Jingren Zhou Helen Zhou 150 88 0 25 May 2019
Approximation Ratios of Graph Neural Networks for Combinatorial ProblemsNeural Information Processing Systems (NeurIPS), 2019 Ryoma Sato M. Yamada H. Kashima GNN 321 137 0 24 May 2019
Learning Cross-Domain Representation with Multi-Graph Neural Network Ouyang Yi Bin Guo Xing Tang Xiuqiang He Jian Xiong Zhiwen Yu AI4CE 90 21 0 24 May 2019
Power up! Robust Graph Convolutional Network via Graph PoweringAAAI Conference on Artificial Intelligence (AAAI), 2019 Ming Jin Heng Chang Wenwu Zhu Somayeh Sojoudi AAML GNN 257 28 0 24 May 2019
Estimating Node Importance in Knowledge Graphs Using Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2019 Namyong Park Andrey Kan Xin Luna Dong Tong Zhao Christos Faloutsos 189 171 0 21 May 2019
Joint embedding of structure and features via graph convolutional networksApplied Network Science (Appl Netw Sci), 2019 Sébastien Lerique Jacob Levy Abitbol M. Karsai GNN 186 33 0 21 May 2019
Neural Graph Collaborative FilteringAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2019 Xiang Wang Xiangnan He Meng Wang Fuli Feng Tat-Seng Chua 382 3,443 0 20 May 2019
Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional NetworksKnowledge Discovery and Data Mining (KDD), 2019 Wei-Lin Chiang Xuanqing Liu Si Si Yang Li Samy Bengio Cho-Jui Hsieh GNN 351 1,436 0 20 May 2019
Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2019 Sheng Wan Chen Gong P. Zhong Bo Du Lefei Zhang Zhiqiang Wang 127 416 0 14 May 2019
Universal Invariant and Equivariant Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Nicolas Keriven Gabriel Peyré 379 317 0 13 May 2019
Stability Properties of Graph Neural NetworksIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2019 Fernando Gama Joan Bruna Alejandro Ribeiro 346 254 0 11 May 2019
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender SystemsKnowledge Discovery and Data Mining (KDD), 2019 Hongwei Wang Fuzheng Zhang Mengdi Zhang J. Leskovec Miao Zhao Wenjie Li Zhongyuan Wang 237 614 0 11 May 2019
Missing Data Imputation with Adversarially-trained Graph Convolutional NetworksNeural Networks (NN), 2019 Indro Spinelli Simone Scardapane A. Uncini MedIm AI4CE 139 177 0 06 May 2019
Graph Convolutional Networks with EigenPoolingKnowledge Discovery and Data Mining (KDD), 2019 Yao Ma Suhang Wang Charu C. Aggarwal Shucheng Zhou GNN 334 350 0 30 Apr 2019
Inductive Matrix Completion Based on Graph Neural Networks Muhan Zhang Yixin Chen 223 259 0 26 Apr 2019
Deep Representation Learning for Social Network Analysis Qiaoyu Tan Ninghao Liu Helen Zhou AI4TS GNN 136 112 0 18 Apr 2019
Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems Jiaxuan You Yichen Wang Aditya Pal Pong Eksombatchai C. Rosenberg J. Leskovec 148 137 0 08 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 385 1,497 0 07 Apr 2019
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays Chengsheng Mao Liang Yao Yuan Luo MedIm GNN 194 74 0 31 Mar 2019
Invariance-Preserving Localized Activation Functions for Graph Neural Networks Luana Ruiz Fernando Gama A. Marques Alejandro Ribeiro GNN 130 56 0 29 Mar 2019
PyTorch-BigGraph: A Large-scale Graph Embedding System Adam Lerer Ledell Yu Wu Jiajun Shen Timothée Lacroix Luca Wehrstedt Abhijit Bose A. Peysakhovich GNN 334 402 0 28 Mar 2019
Multimodal Deep Network Embedding with Integrated Structure and Attribute Information Conghui Zheng Li Pan Peng Wu 82 24 0 28 Mar 2019
Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems Qitian Wu Hengrui Zhang Xiaofeng Gao Peng He Paul Weng Han Gao Guihai Chen OffRL CML 193 344 0 25 Mar 2019