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1806.01973
Cited By
Graph Convolutional Neural Networks for Web-Scale Recommender Systems
6 June 2018
Rex Ying
Ruining He
Kaifeng Chen
Pong Eksombatchai
William L. Hamilton
J. Leskovec
GNN
BDL
Re-assign community
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Papers citing
"Graph Convolutional Neural Networks for Web-Scale Recommender Systems"
50 / 1,342 papers shown
A Comprehensive Survey on Trustworthy Recommender Systems
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Xiangyu Zhao
Xiao Chen
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Yiqi Wang
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Qing Li
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254
64
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Dynamic Relevance Graph Network for Knowledge-Aware Question Answering
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Parisa Kordjamshidi
151
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20 Sep 2022
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Patrick Iff
Florian Scheidl
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Torsten Hoefler
AI4CE
199
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20 Sep 2022
Physics-Constrained Neural Network for Design and Feature-Based Optimization of Weave Architectures
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131
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19 Sep 2022
Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling
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278
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19 Sep 2022
Rethinking Personalized Ranking at Pinterest: An End-to-End Approach
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Andrew Zhai
Charles R. Rosenberg
203
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Bryan Hooi
Yozen Liu
Tong Zhao
Zhichun Guo
Neil Shah
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480
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17 Sep 2022
On the Robustness of Graph Neural Diffusion to Topology Perturbations
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Yang Song
Qiyu Kang
Sijie Wang
Zhao Kai
Wee Peng Tay
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237
41
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16 Sep 2022
TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter
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Xinyang Zhang
Yury Malkov
Omar U. Florez
Serim Park
Brian McWilliams
Jiawei Han
Ahmed El-Kishky
VLM
308
111
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15 Sep 2022
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks
Simiao Zuo
Haoming Jiang
Qingyu Yin
Xianfeng Tang
Bing Yin
Tuo Zhao
143
0
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15 Sep 2022
Towards Sparsification of Graph Neural Networks
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Hongwu Peng
Deniz Gurevin
Shaoyi Huang
Tong Geng
Weiwen Jiang
O. Khan
Caiwen Ding
GNN
227
30
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11 Sep 2022
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Siqu Long
Josiah Poon
S. Han
170
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G. Farnadi
169
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One-class Recommendation Systems with the Hinge Pairwise Distance Loss and Orthogonal Representations
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Ramin Raziperchikolaei
Young-joo Chung
122
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31 Aug 2022
A Review of Knowledge Graph Completion
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Hassan Reza
M. Rabiei
179
85
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Robust Node Classification on Graphs: Jointly from Bayesian Label Transition and Topology-based Label Propagation
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Jun Zhuang
M. Hasan
197
20
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21 Aug 2022
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Yeonhong Park
Sunhong Min
Jae W. Lee
GNN
141
49
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19 Aug 2022
GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search
International Conference on Information and Knowledge Management (CIKM), 2022
Xinshun Feng
Herun Wan
Shangbin Feng
Hongrui Wang
Jun Zhou
Qinghua Zheng
Minnan Luo
219
6
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18 Aug 2022
Embracing Graph Neural Networks for Hardware Security (Invited Paper)
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Satwik Patnaik
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Ozgur Sinanoglu
145
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Zhengjie Huang
Xiaomin Fang
Shi Feng
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164
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Generating Negative Samples for Sequential Recommendation
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Jia Li
Zhiwei Liu
N. Keskar
Haiquan Wang
Julian McAuley
Caiming Xiong
154
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07 Aug 2022
LFGCF: Light Folksonomy Graph Collaborative Filtering for Tag-Aware Recommendation
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Can Xu
Xianjun Wu
Yan Zhang
Ligang Dong
Weigang Wang
67
1
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06 Aug 2022
PGX: A Multi-level GNN Explanation Framework Based on Separate Knowledge Distillation Processes
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Wen-Syan Li
S. Cha
199
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Fabrizio Silvestri
Jia Wang
Zelong Li
Zhenhua Huang
H. Ahn
Gabriele Tolomei
CML
186
37
0
04 Aug 2022
Node Copying: A Random Graph Model for Effective Graph Sampling
Signal Processing (Signal Process.), 2021
Florence Regol
Soumyasundar Pal
Jianing Sun
Yingxue Zhang
Yanhui Geng
Mark Coates
149
5
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04 Aug 2022
Personalised recommendations of sleep behaviour with neural networks using sleep diaries captured in Sleepio
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C. Espie
Maria Liakata
A. Henry
J. Gu
Niall Taylor
K. Saunders
Tom Walker
C. Miller
48
1
0
29 Jul 2022
Self-Supervised Hypergraph Transformer for Recommender Systems
Knowledge Discovery and Data Mining (KDD), 2022
Lianghao Xia
Chao Huang
Chuxu Zhang
209
157
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28 Jul 2022
Learning Personalized Representations using Graph Convolutional Network
Hongyu Shen
Jinoh Oh
Shuai Zhao
Guoyin Wang
Taraneh Taghavi
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GNN
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147
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Analysis and Optimization of GNN-Based Recommender Systems on Persistent Memory
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Jiajie Li
Zhongming Yu
Zhiru Zhang
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209
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Privacy and Transparency in Graph Machine Learning: A Unified Perspective
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295
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Knowledge-enhanced Black-box Attacks for Recommendations
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Jingfan Chen
Wenqi Fan
Guanghui Zhu
Xiangyu Zhao
Chun Yuan
Qing Li
Jiaming Ji
MLAU
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182
60
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21 Jul 2022
SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization
Proceedings of the VLDB Endowment (PVLDB), 2022
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Siqiang Luo
Xiang Li
Pengcheng Yin
GNN
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137
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19 Jul 2022
HICF: Hyperbolic Informative Collaborative Filtering
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Zhihao Li
Min Zhou
Jiahong Liu
Irwin King
188
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Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks
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Chuang Liu
Xueqi Ma
Yinbing Zhan
Liang Ding
Dapeng Tao
Di Lin
Wenbin Hu
Danilo Mandic
253
46
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18 Jul 2022
Explainable Sparse Knowledge Graph Completion via High-order Graph Reasoning Network
Weijia Chen
Yixin Cao
Fuli Feng
Xiangnan He
Yongdong Zhang
232
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Everyone's Preference Changes Differently: Weighted Multi-Interest Retrieval Model
International Conference on Machine Learning (ICML), 2022
Hui Shi
Yupeng Gu
Yitong Zhou
Bo Zhao
Sicun Gao
Jishen Zhao
328
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0
14 Jul 2022
Graph Generative Model for Benchmarking Graph Neural Networks
International Conference on Machine Learning (ICML), 2022
Minji Yoon
Yue Wu
John Palowitch
Bryan Perozzi
Ruslan Salakhutdinov
330
11
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10 Jul 2022
Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling
International Conference on Machine Learning (ICML), 2022
Hongkang Li
Ming Wang
Sijia Liu
Pin-Yu Chen
Jinjun Xiong
GNN
212
33
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TREE-G: Decision Trees Contesting Graph Neural Networks
AAAI Conference on Artificial Intelligence (AAAI), 2022
Maya Bechler-Speicher
Amir Globerson
Ran Gilad-Bachrach
330
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0
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Learning node embeddings via summary graphs: a brief theoretical analysis
Houquan Zhou
Shenghua Liu
Danai Koutra
Huawei Shen
Xueqi Cheng
84
0
0
04 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems
The Web Conference (WWW), 2022
Yu Wang
Yuying Zhao
Yi Zhang
Hanyu Wang
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340
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Transforming PageRank into an Infinite-Depth Graph Neural Network
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Thomas Liebig
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172
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Optimization-Induced Graph Implicit Nonlinear Diffusion
International Conference on Machine Learning (ICML), 2022
Qi Chen
Yifei Wang
Yisen Wang
Jiansheng Yang
Zhouchen Lin
DiffM
311
44
0
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Megha Khosla
181
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Defu Lian
Jin Chen
Liu Zheng
Xing Xie
Enhong Chen
VLM
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152
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International Conference on Machine Learning (ICML), 2022
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Joonhyung Park
Eunho Yang
179
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252
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A. Sinop
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Petar Velickovic
Sreenivas Gollapudi
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186
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Boxin Du
Changhe Yuan
Haiwei Yang
Hanghang Tong
125
4
0
19 Jun 2022
Certified Graph Unlearning
Eli Chien
Chao Pan
O. Milenkovic
MU
357
54
0
18 Jun 2022
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