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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"

32 / 882 papers shown

Title
Hyperbolic Graph Neural NetworksNeural Information Processing Systems (NeurIPS), 2019 Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 197 428 0 28 Oct 2019
Improving Graph Attention Networks with Large Margin-based Constraints Guangtao Wang Rex Ying Jing-ling Huang J. Leskovec 165 90 0 25 Oct 2019
Relational Graph Representation Learning for Open-Domain Question Answering Sal Vivona Kaveh Hassani GNN NAI 108 10 0 18 Oct 2019
On the Equivalence between Positional Node Embeddings and Structural Graph RepresentationsInternational Conference on Learning Representations (ICLR), 2019 Ninad Kulkarni Bruno Ribeiro 221 27 0 01 Oct 2019
Gated Graph Recursive Neural Networks for Molecular Property Prediction Hiroyuki Shindo Yuji Matsumoto GNN 135 16 0 31 Aug 2019
Hebbian Graph Embeddings Shalin S Shah Venkataramana B. Kini 154 4 0 21 Aug 2019
Semi-Implicit Graph Variational Auto-EncodersNeural Information Processing Systems (NeurIPS), 2019 Arman Hasanzadeh Ehsan Hajiramezanali N. Duffield Krishna R. Narayanan Mingyuan Zhou Xiaoning Qian BDL GNN 120 145 0 19 Aug 2019
Benchmarks for Graph Embedding Evaluation Palash Goyal Di Huang Ankita Goswami Sujit Rokka Chhetri A. Canedo Emilio Ferrara 122 15 0 19 Aug 2019
HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction Raehyun Kim Chan Ho So Minbyul Jeong Sanghoon Lee Jinkyu Kim Jaewoo Kang AIFin 196 151 0 07 Aug 2019
Differentially Private Link Prediction With Protected Connections A. De Soumen Chakrabarti 194 2 0 20 Jul 2019
Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics Khushbu Agarwal T. Eftimov Raghavendra Addanki Sutanay Choudhury S. Tamang R. Rallo 192 27 0 19 Jul 2019
Position-aware Graph Neural NetworksInternational Conference on Machine Learning (ICML), 2019 Jiaxuan You Rex Ying J. Leskovec 253 546 0 11 Jun 2019
Task-Guided Pair Embedding in Heterogeneous NetworkInternational Conference on Information and Knowledge Management (CIKM), 2019 Chanyoung Park Donghyun Kim Qi Zhu Jiawei Han Hwanjo Yu 213 21 0 04 Jun 2019
Graph WaveNet for Deep Spatial-Temporal Graph ModelingInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 410 2,664 0 31 May 2019
End to end learning and optimization on graphsNeural Information Processing Systems (NeurIPS), 2019 Bryan Wilder Eric Ewing B. Dilkina Milind Tambe GNN 193 116 0 31 May 2019
Graph Learning Network: A Structure Learning Algorithm Darwin Danilo Saire Pilco Adín Ramirez Rivera GNN 144 17 0 29 May 2019
MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity InteractionsInternational Joint Conference on Artificial Intelligence (IJCAI), 2019 Nuo Xu Peijie Wang Long Chen Jing Tao Junzhou Zhao GNN 127 112 0 23 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 319 1,428 0 20 May 2019
Inductive Matrix Completion Based on Graph Neural Networks Muhan Zhang Yixin Chen 191 259 0 26 Apr 2019
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs Muhan Zhang Shali Jiang Zhicheng Cui Roman Garnett Yixin Chen GNN BDL CML 289 222 0 24 Apr 2019
Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity Yunsheng Bai Haoyang Ding Yang Qiao Agustin Marinovic Ken Gu Tingting Chen Luke Huan Wei Wang 281 10 0 01 Apr 2019
Learning Discrete Structures for Graph Neural Networks Luca Franceschi Mathias Niepert Massimiliano Pontil X. He GNN 232 460 0 28 Mar 2019
Linkage Based Face Clustering via Graph Convolution Network Zhongdao Wang Liang Zheng Yali Li Shengjin Wang 3DH CVBM GNN 159 181 0 27 Mar 2019
Learning Edge Properties in Graphs from Path Aggregations Rakshit Agrawal Luca de Alfaro GNN FedML 81 6 0 11 Mar 2019
GNNExplainer: Generating Explanations for Graph Neural Networks Rex Ying Dylan Bourgeois Jiaxuan You Marinka Zitnik J. Leskovec LLMAG 531 1,588 0 10 Mar 2019
Link Prediction via Higher-Order Motif Features Ghadeer Abuoda G. D. F. Morales Ashraf Aboulnaga 150 39 0 08 Feb 2019
Hypergraph Convolution and Hypergraph Attention S. Bai Feihu Zhang Juil Sock GNN 273 750 0 23 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 1.4K 9,930 0 03 Jan 2019
A Regularized Attention Mechanism for Graph Attention Networks U. Shanthamallu Jayaraman J. Thiagarajan A. Spanias OOD GNN 156 18 0 01 Nov 2018
GrAMME: Semi-Supervised Learning using Multi-layered Graph Attention Models U. Shanthamallu Jayaraman J. Thiagarajan Huan Song A. Spanias GNN 150 42 0 02 Oct 2018
Attacking Similarity-Based Link Prediction in Social Networks Wei Song Tomasz P. Michalak Talal Rahwan Marcin Waniek Yevgeniy Vorobeychik AAML 36 4 0 22 Sep 2018
Deep Graph Translation Xiaojie Guo Lingfei Wu Bo Pan GNN 178 35 0 25 May 2018