Methods › Graphs › Graph Models › GCN › Papers, page 9
Graph Convolutional Network
GCN
Papers archive 2025-07-28
archive papers tagged: 968 · with a code link: 443 · where Syntology ran a sample: 94 (79 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (94 of 968 tagged: 79 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 9 of 10: papers 801 to 900 of 968, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning 28 Feb 2020 · 0 repositories · arXiv:2002.12641
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Semi-supervised Anomaly Detection on Attributed Graphs 27 Feb 2020 · 1 repository · arXiv:2002.12011
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Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation 25 Feb 2020 · 1 repository · arXiv:2002.10757
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Adaptive Propagation Graph Convolutional Network 24 Feb 2020 · 1 repository · arXiv:2002.10306Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
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Universal-RCNN: Universal Object Detector via Transferable Graph R-CNN 18 Feb 2020 · 0 repositories · arXiv:2002.07417
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Unifying Graph Convolutional Neural Networks and Label Propagation 17 Feb 2020 · 2 repositories · arXiv:2002.06755Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 1 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 5 unverified (of 14 harvested samples)
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Graph Prolongation Convolutional Networks: Explicitly Multiscale Machine Learning on Graphs with Applications to Modeling of Cytoskeleton 14 Feb 2020 · 0 repositories · arXiv:2002.05842
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The Power of Graph Convolutional Networks to Distinguish Random Graph Models: Short Version 13 Feb 2020 · 0 repositories · arXiv:2002.05678
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Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models 12 Feb 2020 · 1 repository · arXiv:2002.04784Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
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Bilinear Graph Neural Network with Neighbor Interactions 10 Feb 2020 · 1 repository · arXiv:2002.03575
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Poisson Kernel Avoiding Self-Smoothing in Graph Convolutional Networks 7 Feb 2020 · 0 repositories · arXiv:2002.02589
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LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation 6 Feb 2020 · 18 repositories · arXiv:2002.02126Syntology official: no sample here; runs from other or unrecorded repositories · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Structural Deep Clustering Network 5 Feb 2020 · 2 repositories · arXiv:2002.01633Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
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Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach 28 Jan 2020 · 2 repositories · arXiv:2001.10167
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An Ontology-Aware Framework for Audio Event Classification 27 Jan 2020 · 0 repositories · arXiv:2001.10048
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Efficient and Stable Graph Scattering Transforms via Pruning 27 Jan 2020 · 0 repositories · arXiv:2001.09882
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Simple and Effective Graph Autoencoders with One-Hop Linear Models 21 Jan 2020 · 1 repository · arXiv:2001.07614
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Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks 17 Jan 2020 · 2 repositories · arXiv:2001.06362
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A Block-based Generative Model for Attributed Networks Embedding 6 Jan 2020 · 0 repositories · arXiv:2001.01383
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Unifying Graph Convolutional Networks as Matrix Factorization 1 Jan 2020 · 0 repositories
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GraphACT: Accelerating GCN Training on CPU-FPGA Heterogeneous Platforms 31 Dec 2019 · 1 repository · arXiv:2001.02498
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Feature-Attention Graph Convolutional Networks for Noise Resilient Learning 26 Dec 2019 · 0 repositories · arXiv:1912.11755
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Expanding Label Sets for Graph Convolutional Networks 18 Dec 2019 · 0 repositories · arXiv:1912.09575
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Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks 15 Dec 2019 · 2 repositories · arXiv:1912.06971
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Tracing the Propagation Path: A Flow Perspective of Representation Learning on Graphs 12 Dec 2019 · 0 repositories · arXiv:1912.05977
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Better Understanding Hierarchical Visual Relationship for Image Caption 4 Dec 2019 · 0 repositories · arXiv:1912.01881
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HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs 1 Dec 2019 · 1 repository
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PU-GCN: Point Cloud Upsampling using Graph Convolutional Networks 30 Nov 2019 · 1 repository · arXiv:1912.03264
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Dual-Attention Graph Convolutional Network 28 Nov 2019 · 0 repositories · arXiv:1911.12486
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An Attention-Enhanced Recurrent Graph Convolutional Network for Skeleton-Based Action Recognition 27 Nov 2019 · 0 repositories
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Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting 27 Nov 2019 · 1 repository · arXiv:1911.12093
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PointRGCN: Graph Convolution Networks for 3D Vehicles Detection Refinement 27 Nov 2019 · 0 repositories · arXiv:1911.12236
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G-TAD: Sub-Graph Localization for Temporal Action Detection 26 Nov 2019 · 7 repositories · arXiv:1911.11462Syntology official (archive's flag): 11 ran · 15 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 0 violated, 12 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 18 harvested samples) · 2 pointer-only (licence)
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Multi-Label Classification with Label Graph Superimposing 21 Nov 2019 · 3 repositories · arXiv:1911.09243Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Knowledge Graph Entity Alignment with Graph Convolutional Networks: Lessons Learned 19 Nov 2019 · 1 repository · arXiv:1911.08342
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GLMNet: Graph Learning-Matching Networks for Feature Matching 18 Nov 2019 · 0 repositories · arXiv:1911.07681
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Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks 17 Nov 2019 · 1 repository · arXiv:1911.07323Syntology official (archive's flag): 2 ran · 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Multi-hop Convolutions on Weighted Graphs 12 Nov 2019 · 1 repository · arXiv:1911.04978
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Higher-order Weighted Graph Convolutional Networks 11 Nov 2019 · 0 repositories · arXiv:1911.04129
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Learning Graph Convolutional Network for Skeleton-based Human Action Recognition by Neural Searching 11 Nov 2019 · 1 repository · arXiv:1911.04131Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding 8 Nov 2019 · 0 repositories · arXiv:1911.03165
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Composition-based Multi-Relational Graph Convolutional Networks 8 Nov 2019 · 4 repositories · arXiv:1911.03082Syntology official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 3 pointer-only (licence)
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Neural Graph Embedding Methods for Natural Language Processing 8 Nov 2019 · 2 repositories · arXiv:1911.03042
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A Near-Optimal Gradient Flow for Learning Neural Energy-Based Models 31 Oct 2019 · 0 repositories · arXiv:1910.14216
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Hyperbolic Graph Convolutional Neural Networks 28 Oct 2019 · 3 repositories · arXiv:1910.12933Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits 28 Oct 2019 · 1 repository · arXiv:1910.12906
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Fundamental Limits of Deep Graph Convolutional Networks 28 Oct 2019 · 0 repositories · arXiv:1910.12954
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Topological based classification using graph convolutional networks 26 Oct 2019 · 0 repositories · arXiv:1911.06892
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Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification 24 Oct 2019 · 0 repositories · arXiv:1910.10857
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Relation Modeling with Graph Convolutional Networks for Facial Action Unit Detection 23 Oct 2019 · 0 repositories · arXiv:1910.10334
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Edge Dithering for Robust Adaptive Graph Convolutional Networks 21 Oct 2019 · 0 repositories · arXiv:1910.09590
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Decoupling feature propagation from the design of graph auto-encoders 18 Oct 2019 · 0 repositories · arXiv:1910.08589
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Graph Convolutional Policy for Solving Tree Decomposition via Reinforcement Learning Heuristics 18 Oct 2019 · 0 repositories · arXiv:1910.08371
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Detecting intracranial aneurysm rupture from 3D surfaces using a novel GraphNet approach 17 Oct 2019 · 0 repositories · arXiv:1910.08375
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DeGNN: Characterizing and Improving Graph Neural Networks with Graph Decomposition 10 Oct 2019 · 0 repositories · arXiv:1910.04499
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Effective Stabilized Self-Training on Few-Labeled Graph Data 7 Oct 2019 · 1 repository · arXiv:1910.02684Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Keep It Simple: Graph Autoencoders Without Graph Convolutional Networks 2 Oct 2019 · 1 repository · arXiv:1910.00942
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Graph convolutional networks for learning with few clean and many noisy labels 1 Oct 2019 · 1 repository · arXiv:1910.00324Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
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Optimizing Network Structure for 3D Human Pose Estimation 1 Oct 2019 · 0 repositories
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TransGCN:Coupling Transformation Assumptions with Graph Convolutional Networks for Link Prediction 1 Oct 2019 · 0 repositories · arXiv:1910.00702
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Learning Category Correlations for Multi-label Image Recognition with Graph Networks 28 Sep 2019 · 0 repositories · arXiv:1909.13005
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Relational Graph Learning for Crowd Navigation 28 Sep 2019 · 1 repository · arXiv:1909.13165
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Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs 26 Sep 2019 · 0 repositories · arXiv:1909.12383
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Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network 26 Sep 2019 · 0 repositories · arXiv:1909.11953
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PairNorm: Tackling Oversmoothing in GNNs 26 Sep 2019 · 1 repository · arXiv:1909.12223
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Layerwise Relevance Visualization in Convolutional Text Graph Classifiers 24 Sep 2019 · 1 repository · arXiv:1909.10911Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Heterogeneous-Temporal Graph Convolutional Networks: Make the Community Detection Much Better 23 Sep 2019 · 0 repositories · arXiv:1909.10248
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Jointly Learning Entity and Relation Representations for Entity Alignment 20 Sep 2019 · 1 repository · arXiv:1909.09317
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Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks 20 Sep 2019 · 0 repositories · arXiv:1909.09272
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Incorporating dynamicity of transportation network with multi-weight traffic graph convolutional network for traffic forecasting 16 Sep 2019 · 1 repository · arXiv:1909.07105
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Instantiation-Net: 3D Mesh Reconstruction from Single 2D Image for Right Ventricle 16 Sep 2019 · 0 repositories · arXiv:1909.08986
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GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation 12 Sep 2019 · 2 repositories · arXiv:1909.05729
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GmCN: Graph Mask Convolutional Network 4 Sep 2019 · 0 repositories · arXiv:1910.01735
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Graph Convolutional Networks for Road Networks 30 Aug 2019 · 1 repository · arXiv:1908.11567
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TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning 30 Aug 2019 · 1 repository · arXiv:1908.11503
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Personalized Hashtag Recommendation for Micro-videos 27 Aug 2019 · 1 repository · arXiv:1908.09987
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AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing 23 Aug 2019 · 1 repository · arXiv:1908.10834
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Graph Convolutional Networks for Coronary Artery Segmentation in Cardiac CT Angiography 14 Aug 2019 · 0 repositories · arXiv:1908.05343
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Aligning Linguistic Words and Visual Semantic Units for Image Captioning 6 Aug 2019 · 1 repository · arXiv:1908.02127
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Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview 1 Aug 2019 · 0 repositories · arXiv:1908.00187
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Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics 31 Jul 2019 · 1 repository · arXiv:1908.02591Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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DropEdge: Towards Deep Graph Convolutional Networks on Node Classification 25 Jul 2019 · 7 repositories · arXiv:1907.10903Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
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Spectral-based Graph Convolutional Network for Directed Graphs 21 Jul 2019 · 0 repositories · arXiv:1907.08990
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Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification 12 Jul 2019 · 0 repositories · arXiv:1907.05743
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Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology 11 Jul 2019 · 1 repository · arXiv:1907.05008
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GraphSAINT: Graph Sampling Based Inductive Learning Method 10 Jul 2019 · 8 repositories · arXiv:1907.04931
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Label-Aware Graph Convolutional Networks 10 Jul 2019 · 0 repositories · arXiv:1907.04707
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GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction 1 Jul 2019 · 1 repository
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AddGraph_ Anomaly Detection in Dynamic Graph Using Attention-based Temporal GCN 24 Jun 2019 · 0 repositories
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ANAE: Learning Node Context Representation for Attributed Network Embedding 20 Jun 2019 · 0 repositories · arXiv:1906.08745
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Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification 11 Jun 2019 · 1 repository · arXiv:1906.04501
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Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos 6 Jun 2019 · 1 repository · arXiv:1906.02497
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Uncertainty-based graph convolutional networks for organ segmentation refinement 5 Jun 2019 · 1 repository · arXiv:1906.02191
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Binarized Collaborative Filtering with Distilling Graph Convolutional Networks 5 Jun 2019 · 0 repositories · arXiv:1906.01829
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Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks 5 Jun 2019 · 1 repository · arXiv:1906.02174Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples)
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Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings 5 Jun 2019 · 1 repository · arXiv:1906.01852
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Exploiting Edge Features for Graph Neural Networks 1 Jun 2019 · 0 repositories
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Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction 1 Jun 2019 · 0 repositories
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Graph Convolutional Tracking 1 Jun 2019 · 1 repository
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Path-Augmented Graph Transformer Network 29 May 2019 · 2 repositories · arXiv:1905.12712Syntology official (archive's flag): 6 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)