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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,893 papers shown

Title
Expressive Graph Informer Networks Jaak Simm Adam Arany E. Brouwer Yves Moreau GNN 47 2 0 25 Jul 2019
Graph Neural Lasso for Dynamic Network Regression Yixin Chen Lin Meng Jiawei Zhang AI4TS 51 5 0 25 Jul 2019
DropEdge: Towards Deep Graph Convolutional Networks on Node Classification Yu Rong Wenbing Huang Tingyang Xu Junzhou Huang 119 1,353 0 25 Jul 2019
Stochastic trajectory prediction with social graph network Lidan Zhang Qi She Ping Guo 85 60 0 24 Jul 2019
Bilinear Graph Networks for Visual Question Answering Dalu Guo Chang Xu Dacheng Tao GNN 86 53 0 23 Jul 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification Jie Zhou Xu Han Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun 92 201 0 22 Jul 2019
Image Classification with Hierarchical Multigraph Networks Boris Knyazev Xiaoyu Lin Mohamed R. Amer Graham W. Taylor GNN BDL 74 35 0 21 Jul 2019
Spectral-based Graph Convolutional Network for Directed Graphs Yi Ma Jianye Hao Yaodong Yang Han Li Junqi Jin Guangyong Chen GNN BDL 74 75 0 21 Jul 2019
Construct Dynamic Graphs for Hand Gesture Recognition via Spatial-Temporal Attention Yuxiao Chen Long Zhao Xi Peng Jianbo Yuan Dimitris N. Metaxas 66 91 0 20 Jul 2019
PH-GCN: Person Re-identification with Part-based Hierarchical Graph Convolutional Network Bo Jiang Xixi Wang Bin Luo 120 19 0 20 Jul 2019
Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation Jingyuan Wang Ning Wu Wayne Xin Zhao Fanzhang Peng Xin Lin 63 98 0 19 Jul 2019
EEG-Based Emotion Recognition Using Regularized Graph Neural Networks Peixiang Zhong Di Wang Chunyan Miao 110 533 0 18 Jul 2019
Embedding-based Silhouette Community Detection Blaž Škrlj Jan Kralj Nada Lavrac 64 22 0 17 Jul 2019
Tackling Graphical NLP problems with Graph Recurrent Networks Linfeng Song GNN 34 1 0 13 Jul 2019
k-hop Graph Neural Networks Giannis Nikolentzos George Dasoulas Michalis Vazirgiannis 76 106 0 13 Jul 2019
Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification Kaisheng Gao Jing Zhang Cangqi Zhou 31 8 0 12 Jul 2019
Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking Xiaolong Jiang Peizhao Li Yanjing Li Xiantong Zhen VOT 77 33 0 11 Jul 2019
GraphSAINT: Graph Sampling Based Inductive Learning Method Hanqing Zeng Hongkuan Zhou Ajitesh Srivastava Rajgopal Kannan Viktor Prasanna GNN 143 970 0 10 Jul 2019
Fast Haar Transforms for Graph Neural Networks Ming Li Zheng Ma Yu Guang Wang Xiaosheng Zhuang 83 76 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 55 8 0 10 Jul 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 131 262 0 09 Jul 2019
Improving Neural Relation Extraction with Implicit Mutual Relations Jun Kuang Yixin Cao Jianbing Zheng Xiangnan He Ming Gao Aoying Zhou AI4TS 65 22 0 08 Jul 2019
Graph Representation Learning via Hard and Channel-Wise Attention Networks Hongyang Gao Shuiwang Ji GNN 65 57 0 05 Jul 2019
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V. Kosaraju Amir Sadeghian Roberto Martín-Martín Ian Reid S. Hamid Rezatofighi Silvio Savarese 84 613 0 04 Jul 2019
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation Shuo-feng Zhang Lei Xie GNN 87 55 0 04 Jul 2019
iPool -- Information-based Pooling in Hierarchical Graph Neural Networks Xing Gao H. Xiong P. Frossard 89 41 0 01 Jul 2019
Spectral Clustering with Graph Neural Networks for Graph Pooling F. Bianchi Daniele Grattarola Cesare Alippi GNN 121 40 0 30 Jun 2019
GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation Marc Brockschmidt 114 141 0 28 Jun 2019
Generalization to Novel Objects using Prior Relational Knowledge V. Vijay Abhinav Ganesh Hanlin Tang Arjun K. Bansal GNN 48 6 0 26 Jun 2019
Signed Graph Attention Networks Junjie Huang Huawei Shen Liang Hou Xueqi Cheng GNN 95 122 0 26 Jun 2019
Ego-CNN: Distributed, Egocentric Representations of Graphs for Detecting Critical Structures Ruo-Chun Tzeng Shan-Hung Wu GNN 59 13 0 23 Jun 2019
Accelerating Primal Solution Findings for Mixed Integer Programs Based on Solution Prediction Jianpeng Ding Chao Zhang Lei Shen Shengyin Li Bing Wang Yinghui Xu Le Song 59 8 0 23 Jun 2019
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models Guangyong Chen Pengfei Chen Chang-Yu Hsieh Chee-Kong Lee B. Liao ... J. Qiu Qiming Sun Jie Tang R. Zemel Shengyu Zhang 74 76 0 22 Jun 2019
SurfCon: Synonym Discovery on Privacy-Aware Clinical Data Zhen Wang Xiang Yue Soheil Moosavinasab Yungui Huang Simon M. Lin Huan Sun 62 15 0 21 Jun 2019
Popularity Prediction on Social Platforms with Coupled Graph Neural Networks Qi Cao Huawei Shen Jinhua Gao Bingzheng Wei Xueqi Cheng GNN 64 136 0 21 Jun 2019
Graph Star Net for Generalized Multi-Task Learning H. Lu Seth H. Huang Tian Ye Xiuyan Guo GNN 80 46 0 21 Jun 2019
Attention Guided Graph Convolutional Networks for Relation Extraction Zhijiang Guo Yan Zhang Wei Lu GNN 97 411 0 18 Jun 2019
Attributed Graph Clustering: A Deep Attentional Embedding Approach Chun Wang Shirui Pan Ruiqi Hu Guodong Long Jing Jiang Chengqi Zhang GNN 71 521 0 15 Jun 2019
Utilizing Edge Features in Graph Neural Networks via Variational Information Maximization Pengfei Chen Weiwen Liu Chang-Yu Hsieh Guangyong Chen Shengyu Zhang 90 21 0 13 Jun 2019
Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification Chia-Wen Kuo Chih-Yao Ma Jia-Bin Huang Z. Kira 34 2 0 12 Jun 2019
Hierarchical Graph-to-Graph Translation for Molecules Wengong Jin Regina Barzilay Tommi Jaakkola 55 16 0 11 Jun 2019
Position-aware Graph Neural Networks Jiaxuan You Rex Ying J. Leskovec 102 498 0 11 Jun 2019
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer Edward Choi Zhen Xu Yujia Li Michael W. Dusenberry Gerardo Flores Yuan Xue Andrew M. Dai MedIm 88 246 0 11 Jun 2019
Causal Discovery with Reinforcement Learning Shengyu Zhu Ignavier Ng Zhitang Chen CML 91 241 0 11 Jun 2019
Relationship-Embedded Representation Learning for Grounding Referring Expressions Sibei Yang Guanbin Li Yizhou Yu ObjD 93 55 0 11 Jun 2019
Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective Kaidi Xu Hongge Chen Sijia Liu Pin-Yu Chen Tsui-Wei Weng Mingyi Hong Xue Lin AAML 92 454 0 10 Jun 2019
A Two-Step Graph Convolutional Decoder for Molecule Generation Xavier Bresson T. Laurent 78 61 0 08 Jun 2019
Learning Representations of Graph Data -- A Survey Mital Kinderkhedia GNN 76 12 0 07 Jun 2019
Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer Jan Svoboda Asha Anoosheh Christian Osendorfer Jonathan Masci GAN 105 80 0 07 Jun 2019
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos Zhu Zhang Zhijie Lin Zhou Zhao Zhenxin Xiao 65 213 0 06 Jun 2019