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Graph Attention Networks

30 October 2017

Papers citing "Graph Attention Networks"

50 / 6,901 papers shown

Title
Principal Neighbourhood Aggregation for Graph Nets Gabriele Corso Luca Cavalleri Dominique Beaini Pietro Lio Petar Velickovic GNN 181 678 0 12 Apr 2020
Robust Line Segments Matching via Graph Convolution Networks QuanMeng Ma Guang Jiang DianZhi Lai 41 8 0 10 Apr 2020
Graph Highway Networks Xin Xin Alexandros Karatzoglou Ioannis Arapakis J. Jose GNN 59 5 0 09 Apr 2020
HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs Chaojie Ji Ruxin Wang Rongxiang Zhu Yunpeng Cai Hongyan Wu 126 3 0 09 Apr 2020
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem Shucheng Li Lingfei Wu Shiwei Feng Fangli Xu Fengyuan Xu Sheng Zhong AIMat 91 73 0 07 Apr 2020
Pooling in Graph Convolutional Neural Networks Mark Cheung John Shi L. Jiang Oren Wright J. M. F. Moura GNN 19 14 0 07 Apr 2020
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking Su Zhu Jieyu Li Lu Chen Kai Yu 122 57 0 07 Apr 2020
Hierarchical Opacity Propagation for Image Matting Yaoyi Li Qin Xu Hongtao Lu 71 13 0 07 Apr 2020
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation M. Moghaddam Qi Wu Ehsan Abbasnejad Javen Qinfeng Shi 59 4 0 07 Apr 2020
Is Graph Structure Necessary for Multi-hop Question Answering? Nan Shao Yiming Cui Ting Liu Shijin Wang Guoping Hu GNN 87 16 0 07 Apr 2020
Scenario-Transferable Semantic Graph Reasoning for Interaction-Aware Probabilistic Prediction Yeping Hu Wei Zhan Masayoshi Tomizuka 122 38 0 07 Apr 2020
Let's Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework Floris Geerts Filip Mazowiecki Guillermo A. Pérez GNN 105 38 0 06 Apr 2020
Distinguish Confusing Law Articles for Legal Judgment Prediction Nuo Xu Pinghui Wang Long Chen Li Pan Xiaoyan Wang Junzhou Zhao AILaw 132 165 0 06 Apr 2020
Deep Learning Based Text Classification: A Comprehensive Review Shervin Minaee Nal Kalchbrenner Min Zhang Narjes Nikzad M. Asgari-Chenaghlu Jianfeng Gao AILaw VLM AI4TS 116 1,115 0 06 Apr 2020
Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild Dominik Kulon R. Güler Iasonas Kokkinos M. Bronstein Stefanos Zafeiriou 3DH 53 210 0 04 Apr 2020
News-Driven Stock Prediction With Attention-Based Noisy Recurrent State Transition Xiao Liu Heyan Huang Yue Zhang Changsen Yuan AIFin AI4TS 40 16 0 04 Apr 2020
Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning P. Costa Jason Rhuggenaath Yingqian Zhang A. Akçay 97 143 0 03 Apr 2020
Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN Tingyi Wanyan Chenwei Zhang A. Azad Xiaomin Liang Daifeng Li Ying Ding 35 2 0 03 Apr 2020
Counterfactual Multi-Agent Reinforcement Learning with Graph Convolution Communication Jianyu Su Stephen C. Adams Peter A. Beling 66 26 0 01 Apr 2020
BCNet: Learning Body and Cloth Shape from A Single Image Boyi Jiang Juyong Zhang Yang Hong Jinhao Luo Ligang Liu Hujun Bao AI4CE 3DH 119 167 0 01 Apr 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition Ziyu Liu Hongwen Zhang Zhenghao Chen Zhiyong Wang Wanli Ouyang 139 837 0 31 Mar 2020
PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation Yang Zhang Zixiang Zhou P. David Xiangyu Yue Zerong Xi Boqing Gong H. Foroosh 3DPC 106 464 0 31 Mar 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 92 113 0 31 Mar 2020
Scene Context Based Semantic Segmentation for 3D LiDAR Data in Dynamic Scene Jilin Mei Huijing Zhao 3DPC 35 1 0 31 Mar 2020
DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction Xuan Lin 69 56 0 31 Mar 2020
Gossip and Attend: Context-Sensitive Graph Representation Learning Zekarias T. Kefato Sarunas Girdzijauskas 36 7 0 30 Mar 2020
Revisiting Over-smoothing in Deep GCNs Chaoqi Yang Ruijie Wang Shuochao Yao Shengzhong Liu Tarek Abdelzaher 93 97 0 30 Mar 2020
Temporal Network Representation Learning via Historical Neighborhoods Aggregation Shixun Huang Z. Bao Guoliang Li Yanghao Zhou J. Culpepper AI4TS 96 18 0 30 Mar 2020
Density-Aware Graph for Deep Semi-Supervised Visual Recognition Suichan Li B. Liu Dongdong Chen Qi Chu Lu Yuan Nenghai Yu 77 30 0 30 Mar 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 122 284 0 29 Mar 2020
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning Gaole He Junyi Li Wayne Xin Zhao Peiju Liu Ji-Rong Wen 101 39 0 28 Mar 2020
Progressive Graph Convolutional Networks for Semi-Supervised Node Classification Negar Heidari Alexandros Iosifidis GNN 66 14 0 27 Mar 2020
Latent-Graph Learning for Disease Prediction Luca Cosmo Anees Kazi Seyed-Ahmad Ahmadi Nassir Navab M. Bronstein MedIm 75 67 0 27 Mar 2020
Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks M. Balcilar G. Renton Pierre Héroux Benoit Gaüzère Sébastien Adam P. Honeine 70 60 0 26 Mar 2020
Deep Learning on Knowledge Graph for Recommender System: A Survey Y. Gao Yifan Li Yu Lin Hang Gao Latifur Khan 82 48 0 25 Mar 2020
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis Chris Cummins Zacharias V. Fisches Tal Ben-Nun Torsten Hoefler Hugh Leather 177 59 0 23 Mar 2020
Distilling Knowledge from Graph Convolutional Networks Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang 239 233 0 23 Mar 2020
Spatial Pyramid Based Graph Reasoning for Semantic Segmentation Xia Li Yibo Yang Qijie Zhao Tiancheng Shen Zhouchen Lin Hong Liu SSeg GNN 167 163 0 23 Mar 2020
Multi-Label Text Classification using Attention-based Graph Neural Network Ankit Pal M. Selvakumar Malaikannan Sankarasubbu 102 80 0 22 Mar 2020
K-Core based Temporal Graph Convolutional Network for Dynamic Graphs Jingxin Liu Chang Xu Chang Yin Weiqiang Wu You Song GNN 112 50 0 22 Mar 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection Xiaoya Li Yuxian Meng Mingxin Zhou Qinghong Han Leilei Gan Jiwei Li 86 20 0 22 Mar 2020
Probabilistic Dual Network Architecture Search on Graphs Yiren Zhao Duo Wang Xitong Gao Robert D. Mullins Pietro Lio M. Jamnik GNN AI4CE 108 27 0 21 Mar 2020
An Uncoupled Training Architecture for Large Graph Learning Dalong Yang Chuan Chen Youhao Zheng Zibin Zheng Shih-wei Liao GNN 22 1 0 21 Mar 2020
Towards Time-Aware Context-Aware Deep Trust Prediction in Online Social Networks S. Ghafari 24 2 0 21 Mar 2020
Affinity Graph Supervision for Visual Recognition Chu Wang Babak Samari Vladimir G. Kim S. Chaudhuri Kaleem Siddiqi GNN 57 8 0 19 Mar 2020
Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu William Fu-Hinthorn Ruochen Xu Qingkai Zeng Michael Zeng Xuedong Huang Meng Jiang HILM KELM 270 40 0 19 Mar 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks Yimeng Min Frederik Wenkel Guy Wolf GNN 151 114 0 18 Mar 2020
PIC: Permutation Invariant Convolution for Recognizing Long-range Activities Noureldien Hussein E. Gavves A. Smeulders VLM 74 13 0 18 Mar 2020
Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification Ning Ma Jiajun Bu Jieyu Yang Zhen Zhang Chengwei Yao Zhi Yu Sheng Zhou Xifeng Yan 70 5 0 18 Mar 2020
Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images Donghao Zhang Siqi Liu S. Chaganti Eli Gibson Zhoubing Xu Sasa Grbic Weidong (Tom) Cai Dorin Comaniciu 3DPC MedIm 61 12 0 18 Mar 2020