Methods › Graphs › Graph Models › GCN › Papers, page 10
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 10 of 10: papers 901 to 968 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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Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting 27 May 2019 · 0 repositories · arXiv:1905.11395
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Graph Neural Networks Exponentially Lose Expressive Power for Node Classification 27 May 2019 · 1 repository · arXiv:1905.10947Syntology official (archive's flag): 1 ran · 1 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; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems 27 May 2019 · 0 repositories · arXiv:1905.13129
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Approximation Ratios of Graph Neural Networks for Combinatorial Problems 24 May 2019 · 0 repositories · arXiv:1905.10261
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Semi-Supervised Classification on Non-Sparse Graphs Using Low-Rank Graph Convolutional Networks 24 May 2019 · 2 repositories · arXiv:1905.10224
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Simulation and Augmentation of Social Networks for Building Deep Learning Models 22 May 2019 · 1 repository · arXiv:1905.09087
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Joint embedding of structure and features via graph convolutional networks 21 May 2019 · 1 repository · arXiv:1905.08636
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Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks 20 May 2019 · 6 repositories · arXiv:1905.07953
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Richly Activated Graph Convolutional Network for Action Recognition with Incomplete Skeletons 16 May 2019 · 3 repositories · arXiv:1905.06774
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Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification 14 May 2019 · 1 repository · arXiv:1905.06133
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On Graph Classification Networks, Datasets and Baselines 12 May 2019 · 0 repositories · arXiv:1905.04682
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Predicting Path Failure In Time-Evolving Graphs 10 May 2019 · 2 repositories · arXiv:1905.03994Syntology 3 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Few-shot Classification on Graphs with Structural Regularized GCNs 1 May 2019 · 0 repositories
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Graph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems 1 May 2019 · 0 repositories
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Graph Convolutional Networks with EigenPooling 30 Apr 2019 · 1 repository · arXiv:1904.13107
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Robust Graph Data Learning via Latent Graph Convolutional Representation 26 Apr 2019 · 0 repositories · arXiv:1904.11883
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Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization 18 Apr 2019 · 1 repository · arXiv:1904.08631
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DeepGCNs: Can GCNs Go as Deep as CNNs? 7 Apr 2019 · 1 repository · arXiv:1904.03751
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Multi-Label Image Recognition with Graph Convolutional Networks 7 Apr 2019 · 2 repositories · arXiv:1904.03582
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Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification 6 Apr 2019 · 0 repositories · arXiv:1904.04238
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Graph Hierarchical Convolutional Recurrent Neural Network (GHCRNN) for Vehicle Condition Prediction 12 Mar 2019 · 0 repositories · arXiv:1903.06261
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Interpreting and Understanding Graph Convolutional Neural Network using Gradient-based Attribution Method 9 Mar 2019 · 0 repositories · arXiv:1903.03768
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GCNv2: Efficient Correspondence Prediction for Real-Time SLAM 28 Feb 2019 · 3 repositories · arXiv:1902.11046
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Real-time 3D Shape Instantiation for Partially-deployed Stent Segment from a Single 2D Fluoroscopic Image in Robot-assisted Fenestrated Endovascular Aortic Repair 28 Feb 2019 · 0 repositories · arXiv:1902.11089
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Virtual Adversarial Training on Graph Convolutional Networks in Node Classification 28 Feb 2019 · 0 repositories · arXiv:1902.11045
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Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions 27 Feb 2019 · 2 repositories · arXiv:1902.10667
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Generative Collaborative Networks for Single Image Super-Resolution 27 Feb 2019 · 1 repository · arXiv:1902.10467
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Multiresolution Graph Attention Networks for Relevance Matching 27 Feb 2019 · 0 repositories · arXiv:1902.10580
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EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs 26 Feb 2019 · 10 repositories · arXiv:1902.10191Syntology official (archive's flag): 1 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks 26 Feb 2019 · 1 repository · arXiv:1902.09817
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Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure 20 Feb 2019 · 1 repository · arXiv:1902.08226
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Context-Aware Visual Compatibility Prediction 10 Feb 2019 · 1 repository · arXiv:1902.03646
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GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks 26 Jan 2019 · 1 repository · arXiv:1901.09165Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations 21 Jan 2019 · 1 repository · arXiv:1901.06965
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Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks 22 Dec 2018 · 1 repository · arXiv:1812.09464
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Graph Node-Feature Convolution for Representation Learning 30 Nov 2018 · 2 repositories · arXiv:1812.00086
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Optimized Skeleton-based Action Recognition via Sparsified Graph Regression 29 Nov 2018 · 0 repositories · arXiv:1811.12013
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MGCN: Semi-supervised Classification in Multi-layer Graphs with Graph Convolutional Networks 21 Nov 2018 · 1 repository · arXiv:1811.08800
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T-GCN: A Temporal Graph ConvolutionalNetwork for Traffic Prediction 12 Nov 2018 · 10 repositories · arXiv:1811.05320Syntology community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion 11 Nov 2018 · 1 repository · arXiv:1811.04441Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples)
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Similarity Learning with Higher-Order Graph Convolutions for Brain Network Analysis 2 Nov 2018 · 0 repositories · arXiv:1811.02662
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Accurate, Efficient and Scalable Graph Embedding 28 Oct 2018 · 2 repositories · arXiv:1810.11899
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Attack Graph Convolutional Networks by Adding Fake Nodes 25 Oct 2018 · 0 repositories · arXiv:1810.10751
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Graph Diffusion-Embedding Networks 1 Oct 2018 · 0 repositories · arXiv:1810.00797
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Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning 26 Sep 2018 · 1 repository · arXiv:1809.09925
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Graph Laplacian Regularized Graph Convolutional Networks for Semi-supervised Learning 26 Sep 2018 · 2 repositories · arXiv:1809.09839
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Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation 24 Sep 2018 · 3 repositories · arXiv:1809.09078Syntology community repositories only · 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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Exploring Visual Relationship for Image Captioning 19 Sep 2018 · 0 repositories · arXiv:1809.07041
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Integrative Analysis of Patient Health Records and Neuroimages via Memory-based Graph Convolutional Network 17 Sep 2018 · 1 repository · arXiv:1809.06018
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Graph Convolutional Networks for Text Classification 15 Sep 2018 · 9 repositories · arXiv:1809.05679Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 6 pointer-only (licence)
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HyperGCN: A New Method of Training Graph Convolutional Networks on Hypergraphs 7 Sep 2018 · 1 repository · arXiv:1809.02589
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Graph Convolutional Neural Networks based on Quantum Vertex Saliency 4 Sep 2018 · 0 repositories · arXiv:1809.01090
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Deeply learning molecular structure-property relationships using attention- and gate-augmented graph convolutional network 28 May 2018 · 1 repository · arXiv:1805.10988
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Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition 20 May 2018 · 4 repositories · arXiv:1805.07694
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Semi-supervised User Geolocation via Graph Convolutional Networks 22 Apr 2018 · 1 repository · arXiv:1804.08049Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs 21 Mar 2018 · 3 repositories · arXiv:1803.08035Syntology 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Probabilistic and Regularized Graph Convolutional Networks 12 Mar 2018 · 0 repositories · arXiv:1803.04489
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Improving Graph Convolutional Networks with Non-Parametric Activation Functions 26 Feb 2018 · 0 repositories · arXiv:1802.09405
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Edge Attention-based Multi-Relational Graph Convolutional Networks 14 Feb 2018 · 1 repository · arXiv:1802.04944
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FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling 30 Jan 2018 · 4 repositories · arXiv:1801.10247Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning 22 Jan 2018 · 1 repository · arXiv:1801.07606
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Stochastic Training of Graph Convolutional Networks 1 Jan 2018 · 0 repositories
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Stochastic Training of Graph Convolutional Networks with Variance Reduction 29 Oct 2017 · 2 repositories · arXiv:1710.10568Syntology 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 3 honoured, 2 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 3 pointer-only (licence)
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Graph Convolutional Networks for Named Entity Recognition 28 Sep 2017 · 1 repository · arXiv:1709.10053
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Graph-based Neural Multi-Document Summarization 20 Jun 2017 · 0 repositories · arXiv:1706.06681
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Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling 14 Mar 2017 · 2 repositories · arXiv:1703.04826Syntology 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) · 3 unverified (of 7 harvested samples)
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Spectral Graph Convolutions for Population-based Disease Prediction 8 Mar 2017 · 1 repository · arXiv:1703.03020
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Semi-Supervised Classification with Graph Convolutional Networks 9 Sep 2016 · 55 repositories · arXiv:1609.02907Syntology community repositories only · 39 ran (of which 13 constructed an object rather than computing a result; 34 with no instrument failure: 0 honoured, 1 violated, 33 with no contract checked; 5 where Syntology's instrument failed) · 19 unverified (of 58 harvested samples) · 23 pointer-only (licence)