Title
Universal Graph Transformer Self-Attention Networks Dai Quoc Nguyen T. Nguyen Dinh Q. Phung ViT 108 67 0 26 Sep 2019
GraphMix: Improved Training of GNNs for Semi-Supervised Learning Vikas Verma Meng Qu Kenji Kawaguchi Alex Lamb Yoshua Bengio Arno Solin Jian Tang 84 62 0 25 Sep 2019
Haar Graph Pooling Yu Guang Wang Ming Li Zheng Ma Guido Montúfar Xiaosheng Zhuang Yanan Fan GNN 68 8 0 25 Sep 2019
CAGE: Context-Aware Grasping Engine Weiyu Liu A. Daruna Sonia Chernova 67 41 0 24 Sep 2019
Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions Boris Knyazev Carolyn Augusta Graham W. Taylor 83 31 0 23 Sep 2019
Recursive Graphical Neural Networks for Text Classification Wei Li Shuheng Li Shuming Ma Yancheng He Deli Chen Xu Sun GNN 48 10 0 18 Sep 2019
GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation Jiawei Zhang Lin Meng 101 54 0 12 Sep 2019
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun 101 1,115 0 07 Sep 2019
Context-Aware Graph Attention Networks Bo Jiang Leiling Wang Jin Tang Bin Luo GNN 24 4 0 04 Sep 2019
GmCN: Graph Mask Convolutional Network A. Jung Beibei Wang Jin Tang Bin Luo 37 1 0 04 Sep 2019
HiCoRe: Visual Hierarchical Context-Reasoning P. H. Bugatti P. T. Saito L. Davis OCL 54 1 0 02 Sep 2019
EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks Shengwen Liang Ying Wang Cheng Liu Lei He Huawei Li Xiaowei Li GNN 91 136 0 31 Aug 2019
DWnet: Deep-Wide Network for 3D Action Recognition Yonghao Dang Fuxing Yang Jianqin Yin 100 18 0 29 Aug 2019
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 55 60 0 27 Aug 2019
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation Yuxing Xie Jiaojiao Tian Xiaoxiang Zhu 3DPC 73 206 0 23 Aug 2019
AHINE: Adaptive Heterogeneous Information Network Embedding Yucheng Lin Xiaoqing Yang Zang Li Jieping Ye GNN 30 2 0 20 Aug 2019
Learning the Relation between Code Features and Code Transforms with Structured Prediction Zhongxing Yu Matias Martinez Zimin Chen Tegawende F. Bissyande Monperrus Martin 88 10 0 22 Jul 2019
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey Xiaofei Wang Yiwen Han Victor C. M. Leung Dusit Niyato Xueqiang Yan Xu Chen 98 1,000 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
DeepDrawing: A Deep Learning Approach to Graph Drawing Yong Wang Zhihua Jin Qianwen Wang Weiwei Cui Tengfei Ma Huamin Qu 74 56 0 17 Jul 2019
Fast Haar Transforms for Graph Neural Networks Ming Li Zheng Ma Yu Guang Wang Xiaosheng Zhuang 83 76 0 10 Jul 2019
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation Shuo-feng Zhang Lei Xie GNN 87 55 0 04 Jul 2019
Fast Training of Sparse Graph Neural Networks on Dense Hardware Matej Balog B. V. Merrienboer Subhodeep Moitra Yujia Li Daniel Tarlow GNN 58 10 0 27 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
Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings P. Elinas Edwin V. Bonilla Louis C. Tiao BDL GNN 142 10 0 05 Jun 2019
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model Wei Li Jingjing Xu Yancheng He Shengli Yan Yunfang Wu Xu Sun 80 47 0 04 Jun 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 105 464 0 27 May 2019
Learning to Route in Similarity Graphs Dmitry Baranchuk Dmitry Persiyanov A. Sinitsin Artem Babenko 47 37 0 27 May 2019
Learning Cross-Domain Representation with Multi-Graph Neural Network Ouyang Yi Bin Guo Xing Tang Xiuqiang He Jian Xiong Zhiwen Yu AI4CE 63 18 0 24 May 2019
Power up! Robust Graph Convolutional Network via Graph Powering Ming Jin Heng Chang Wenwu Zhu Somayeh Sojoudi AAML GNN 123 27 0 24 May 2019
ActiveHNE: Active Heterogeneous Network Embedding Xia Chen Guoxian Yu Jun Wang C. Domeniconi Zheng Li Xiangliang Zhang 57 86 0 14 May 2019
Can NetGAN be improved on short random walks? Amir Jalilifard Vinicius Fernandes Caridá Alex F. Mansano Rogers Cristo 25 3 0 13 May 2019
Universal Invariant and Equivariant Graph Neural Networks Nicolas Keriven Gabriel Peyré 208 294 0 13 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 85 175 0 10 May 2019
Deep Closest Point: Learning Representations for Point Cloud Registration Yue Wang Justin Solomon 3DPC 72 853 0 08 May 2019
Graph Convolutional Networks with EigenPooling Yao Ma Suhang Wang Charu C. Aggarwal Jiliang Tang GNN 185 337 0 30 Apr 2019
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations Hui Fang Danning Zhang Yiheng Shu G. Guo BDL HAI 88 43 0 30 Apr 2019
Linked Dynamic Graph CNN: Learning on Point Cloud via Linking Hierarchical Features Kuangen Zhang M. Hao Jing Wang Clarence W. de Silva Chenglong Fu 3DPC 79 171 0 22 Apr 2019
Graph Element Networks: adaptive, structured computation and memory Ferran Alet Adarsh K. Jeewajee Maria Bauzá Alberto Rodriguez Tomas Lozano-Perez L. Kaelbling AI4CE GNN 128 76 0 18 Apr 2019
RepGN:Object Detection with Relational Proposal Graph Network Xingjian Du Xuan Shi Risheng Huang ObjD 27 8 0 18 Apr 2019
Predicting drug-target interaction using 3D structure-embedded graph representations from graph neural networks Jaechang Lim Seongok Ryu Kyubyong Park Yo Joong Choe Jiyeon Ham W. Kim GNN 22 5 0 17 Apr 2019
Self-Attention Graph Pooling Junhyun Lee Inyeop Lee Jaewoo Kang GNN 192 1,133 0 17 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 161 1,354 0 07 Apr 2019
Learning Combinatorial Embedding Networks for Deep Graph Matching Runzhong Wang Junchi Yan Xiaokang Yang 57 238 0 01 Apr 2019
Tiered Latent Representations and Latent Spaces for Molecular Graphs Daniel T. Chang AI4CE BDL 67 7 0 21 Mar 2019
GNNExplainer: Generating Explanations for Graph Neural Networks Rex Ying Dylan Bourgeois Jiaxuan You Marinka Zitnik J. Leskovec LLMAG 163 1,336 0 10 Mar 2019
Multi-Stage Self-Supervised Learning for Graph Convolutional Networks on Graphs with Few Labels Ke Sun Zhouchen Lin Zhanxing Zhu SSL 111 276 0 28 Feb 2019
Neural Packet Classification Eric Liang Hang Zhu Xin Jin Ion Stoica OffRL 78 122 0 27 Feb 2019
Graph Neural Processes: Towards Bayesian Graph Neural Networks Andrew N. Carr David Wingate BDL 67 12 0 26 Feb 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 256 3,195 0 19 Feb 2019