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Link Prediction Based on Graph Neural Networks

Neural Information Processing Systems (NeurIPS), 2018

27 February 2018

Papers citing "Link Prediction Based on Graph Neural Networks"

50 / 883 papers shown

Title
Probing Model Signal-Awareness via Prediction-Preserving Input Minimization Sahil Suneja Yunhui Zheng Yufan Zhuang Jim Laredo Alessandro Morari AAML 246 37 0 25 Nov 2020
Auto Graph Encoder-Decoder for Neural Network PruningIEEE International Conference on Computer Vision (ICCV), 2020 Sixing Yu Arya Mazaheri Ali Jannesari GNN 191 46 0 25 Nov 2020
Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction Mariam Alaverdian W. Gilroy Veronica Kirgios Xia Li Carolina Matuk Daniel McKenzie Tachin Ruangkriengsin Andrea L. Bertozzi P. Brantingham 101 2 0 24 Nov 2020
Revisiting graph neural networks and distance encoding from a practical view Haoteng Yin Yanbang Wang Pan Li AI4CE 156 7 0 22 Nov 2020
Node Similarity Preserving Graph Convolutional NetworksWeb Search and Data Mining (WSDM), 2020 Wei Jin Hanyu Wang Yiqi Wang Yao Ma Zitao Liu Shucheng Zhou 193 298 0 19 Nov 2020
Parameterized Explainer for Graph Neural Network Dongsheng Luo Wei Cheng Dongkuan Xu Wenchao Yu Bo Zong Haifeng Chen Xiang Zhang 336 673 0 09 Nov 2020
Semantic and Relational Spaces in Science of Science: Deep Learning Models for Article Vectorisation Diego Kozlowski Jennifer Dusdal Jun Pang A. Zilian 71 21 0 05 Nov 2020
Hyperbolic Graph Embedding with Enhanced Semi-Implicit Variational InferenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020 Ali Lotfi-Rezaabad Rahi Kalantari S. Vishwanath Mingyuan Zhou Jonathan I. Tamir 111 2 0 31 Oct 2020
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation LearningNeural Information Processing Systems (NeurIPS), 2020 Muhan Zhang Pan Li Yinglong Xia Kai Wang Long Jin 336 229 0 30 Oct 2020
Co-embedding of Nodes and Edges with Graph Neural NetworksIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Xiaodong Jiang Ronghang Zhu Pengsheng Ji Sheng Li GNN 174 91 0 25 Oct 2020
Deep Graph Matching and Searching for Semantic Code RetrievalACM Transactions on Knowledge Discovery from Data (TKDD), 2020 Xiang Ling Lingfei Wu Sai-gang Wang Gaoning Pan Tengfei Ma Fangli Xu A. Liu Chunming Wu S. Ji GNN 165 106 0 24 Oct 2020
On the Equivalence of Decoupled Graph Convolution Network and Label PropagationThe Web Conference (WWW), 2020 Hande Dong Jiawei Chen Fuli Feng Xiangnan He Shuxian Bi Zhaolin Ding Peng Cui BDL 250 121 0 23 Oct 2020
Line Graph Neural Networks for Link PredictionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Lei Cai Jundong Li Jie Wang Shuiwang Ji GNN 292 246 0 20 Oct 2020
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks Minh Nhat Vu My T. Thai BDL 189 384 0 12 Oct 2020
UniNet: Scalable Network Representation Learning with Metropolis-Hastings SamplingIEEE International Conference on Data Engineering (ICDE), 2020 Xingyu Yao Yingxia Shao Tengjiao Wang Lei Chen 130 10 0 10 Oct 2020
HyperSAGE: Generalizing Inductive Representation Learning on Hypergraphs Devanshu Arya D. K. Gupta Stevan Rudinac Marcel Worring 124 92 0 09 Oct 2020
SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization Yue Yu Kexin Huang Chao Zhang Lucas Glass Jimeng Sun Cao Xiao 207 142 0 04 Oct 2020
Multi-grained Semantics-aware Graph Neural NetworksIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Zhiqiang Zhong Chengzong Li Jun Pang AI4CE 152 9 0 01 Oct 2020
Computing Graph Neural Networks: A Survey from Algorithms to AcceleratorsACM Computing Surveys (ACM CSUR), 2020 S. Abadal Akshay Jain Robert Guirado Jorge López-Alonso Eduard Alarcón GNN 444 264 0 30 Sep 2020
GraphITE: Estimating Individual Effects of Graph-structured Treatments Shonosuke Harada H. Kashima CML 199 28 0 29 Sep 2020
Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective Hongwei Zhang Tijin Yan Zenjun Xie Yuanqing Xia Yuan Zhang GNN 237 24 0 24 Sep 2020
Learned Low Precision Graph Neural Networks Yiren Zhao Duo Wang Daniel Bates Robert D. Mullins M. Jamnik Pietro Lio GNN 153 38 0 19 Sep 2020
Image Retrieval for Structure-from-Motion via Graph Convolutional NetworkInformation Sciences (Inf. Sci.), 2020 Shen Yan Yang Pen Shiming Lai Yu Liu Maojun Zhang 137 20 0 17 Sep 2020
CatGCN: Graph Convolutional Networks with Categorical Node FeaturesIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Weijia Chen Fuli Feng Qifan Wang Xiangnan He Chonggang Song Guohui Ling Yongdong Zhang GNN 170 24 0 11 Sep 2020
Hierarchical Message-Passing Graph Neural NetworksData mining and knowledge discovery (DMKD), 2020 Zhiqiang Zhong Cheng-Te Li Jun Pang 250 64 0 08 Sep 2020
CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning Yanqiao Zhu Yichen Xu Feng Yu Shu Wu Liang Wang SSL GNN 127 29 0 03 Sep 2020
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence FunctionWeb Search and Data Mining (WSDM), 2020 Binghui Wang Tianxiang Zhou Min Lin Pan Zhou Ang Li Meng Pang Xue Yang Yiran Chen AAML 395 22 0 01 Sep 2020
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning Pan Li Yanbang Wang Hongwei Wang J. Leskovec GNN 490 12 0 31 Aug 2020
CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data AnalysisEPJ Data Science (EPJ Data Sci.), 2020 Ashley Ge Zhang Michael Merrill Yang Liu Jeffrey Heer Tim Althoff ViT 104 14 0 28 Aug 2020
A comparative study of similarity-based and GNN-based link prediction approaches K. Islam Sabeur Aridhi Malika Smaïl-Tabbone 84 14 0 20 Aug 2020
A Survey on Graph Neural Networks for Knowledge Graph Completion Siddhant Arora 216 78 0 24 Jul 2020
MathNet: Haar-Like Wavelet Multiresolution-Analysis for Graph Representation and Learning Xuebin Zheng Bingxin Zhou Ming Li Yu Guang Wang Junbin Gao 152 2 0 22 Jul 2020
Towards Deeper Graph Neural NetworksKnowledge Discovery and Data Mining (KDD), 2020 Meng Liu Hongyang Gao Shuiwang Ji GNN AI4CE 272 669 0 18 Jul 2020
Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective Qiang Liu Haoli Zhang Zhaocheng Liu GNN 299 3 0 17 Jul 2020
Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous GraphsNeural Information Processing Systems (NeurIPS), 2020 Dasol Hwang Jinyoung Park Sunyoung Kwon KyungHyun Kim Jung-Woo Ha Hyunwoo J. Kim 239 76 0 16 Jul 2020
Inductive Link Prediction for Nodes Having Only Attribute InformationInternational Joint Conference on Artificial Intelligence (IJCAI), 2020 Yu Hao Xin Cao Yixiang Fang Xike Xie Sibo Wang 129 84 0 16 Jul 2020
GraphCL: Contrastive Self-Supervised Learning of Graph Representations H. Hafidi Mounir Ghogho P. Ciblat A. Swami SSL 177 58 0 15 Jul 2020
Graph Convolutional Networks for Graphs Containing Missing FeaturesFuture generations computer systems (FGCS), 2020 Hibiki Taguchi Xin Liu T. Murata GNN 174 121 0 09 Jul 2020
GraphOpt: Learning Optimization Models of Graph FormationInternational Conference on Machine Learning (ICML), 2020 Rakshit S. Trivedi Jiachen Yang H. Zha OffRL 150 17 0 07 Jul 2020
Examining COVID-19 Forecasting using Spatio-Temporal Graph Neural Networks Amol Kapoor X. Ben Luyang Liu Bryan Perozzi Matt Barnes Martin J. Blais S. O’Banion 123 212 0 06 Jul 2020
MetaConcept: Learn to Abstract via Concept Graph for Weakly-Supervised Few-Shot Learning Baoquan Zhang Ka-Cheong Leung Yunming Ye Xutao Li 182 1 0 05 Jul 2020
Scaling Graph Neural Networks with Approximate PageRank Aleksandar Bojchevski Johannes Klicpera Bryan Perozzi Amol Kapoor Martin J. Blais Benedek Rozemberczki Michal Lukasik Stephan Günnemann GNN 426 396 0 03 Jul 2020
Building powerful and equivariant graph neural networks with structural message-passing Clément Vignac Andreas Loukas P. Frossard 250 134 0 26 Jun 2020
Lifelong Learning of Graph Neural Networks for Open-World Node Classification Lukas Galke Benedikt Franke Tobias Zielke A. Scherp GNN AI4CE 284 41 0 25 Jun 2020
Graph Policy Network for Transferable Active Learning on GraphsNeural Information Processing Systems (NeurIPS), 2020 Shengding Hu Zheng Xiong Meng Qu Xingdi Yuan Marc-Alexandre Côté Zhiyuan Liu Jian Tang GNN 368 76 0 24 Jun 2020
Self-supervised edge features for improved Graph Neural Network training Arijit Sehanobish N. Ravindra David van Dijk SSL 143 6 0 23 Jun 2020
Temporal Graph Networks for Deep Learning on Dynamic Graphs Emanuele Rossi B. Chamberlain Fabrizio Frasca D. Eynard Federico Monti M. Bronstein AI4CE 467 830 0 18 Jun 2020
Subgraph Neural Networks Emily Alsentzer S. G. Finlayson Michelle M. Li Marinka Zitnik GNN 265 159 0 18 Jun 2020
Graph Meta Learning via Local SubgraphsNeural Information Processing Systems (NeurIPS), 2020 Kexin Huang Marinka Zitnik 291 182 0 14 Jun 2020
Calendar Graph Neural Networks for Modeling Time Structures in Spatiotemporal User BehaviorsKnowledge Discovery and Data Mining (KDD), 2020 Ziyu Zhao Meng Jiang Munira Syed Oliver Conway Vishal Juneja Sriram Subramanian Nitesh Chawla AI4TS 103 40 0 11 Jun 2020