Methods › Graphs › Graph Models › Graph Convolutional Networks › Papers where code ran, page 1
Graph Convolutional Networks
Papers archive 2025-07-28
archive papers tagged: 388 · with a code link: 178 · where Syntology ran a sample: 56 (48 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (56 of 388 tagged: 48 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)
Syntology We ran code from the paper's repository; we did not isolate this method inside it.
Page 1 of 1: papers 1 to 56 of the 56 tagged papers where Syntology ran at least one harvested sample (48 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.
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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Node Feature Kernels Increase Graph Convolutional Network Robustness 4 Sep 2021 · 1 repository · arXiv:2109.01785Syntology 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) · 1 unverified (of 3 harvested samples)
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Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs 19 Aug 2021 · 1 repository · arXiv:2108.08841Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
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Understanding Structural Vulnerability in Graph Convolutional Networks 13 Aug 2021 · 1 repository · arXiv:2108.06280Syntology 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) · 1 pointer-only (licence)
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KGAP: Knowledge Graph Augmented Political Perspective Detection in News Media 9 Aug 2021 · 1 repository · arXiv:2108.03861Syntology 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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LT-OCF: Learnable-Time ODE-based Collaborative Filtering 8 Aug 2021 · 2 repositories · arXiv:2108.06208Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Global Self-Attention as a Replacement for Graph Convolution 7 Aug 2021 · 3 repositories · arXiv:2108.03348Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Beyond Low-pass Filtering: Graph Convolutional Networks with Automatic Filtering 10 Jul 2021 · 1 repository · arXiv:2107.04755Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
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Deep Spatio-Temporal Forecasting of Electrical Vehicle Charging Demand 21 Jun 2021 · 1 repository · arXiv:2106.10940Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting 10 May 2021 · 1 repository · arXiv:2105.04100Syntology official (archive's flag): 3 ran · 3 ran (of which 3 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples)
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Graph-based Person Signature for Person Re-Identifications 14 Apr 2021 · 1 repository · arXiv:2104.06770Syntology official (archive's flag): 9 ran · 9 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; 4 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
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An Experimental Study of the Transferability of Spectral Graph Networks 18 Dec 2020 · 1 repository · arXiv:2012.10258Syntology official: harvested, nothing 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition 26 Nov 2020 · 1 repository · arXiv:2011.13322Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 1 pointer-only (licence)
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VLG-Net: Video-Language Graph Matching Network for Video Grounding 19 Nov 2020 · 1 repository · arXiv:2011.10132Syntology 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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MinkLoc3D: Point Cloud Based Large-Scale Place Recognition 9 Nov 2020 · 1 repository · arXiv:2011.04530Syntology official (archive's flag): 1 ran · 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)
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Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks 13 Oct 2020 · 1 repository · arXiv:2010.06115Syntology official (archive's flag): 2 ran · 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples)
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GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction 6 Oct 2020 · 1 repository · arXiv:2010.03009Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Graph Convolutional Networks for Hyperspectral Image Classification 6 Aug 2020 · 1 repository · arXiv:2008.02457Syntology official (archive's flag): 1 ran · 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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Adaptive Graph Encoder for Attributed Graph Embedding 3 Jul 2020 · 1 repository · arXiv:2007.01594Syntology official (archive's flag): 2 ran · 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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Machine Learning on Graphs: A Model and Comprehensive Taxonomy 7 May 2020 · 1 repository · arXiv:2005.03675Syntology 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) · 6 unverified (of 8 harvested samples)
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VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification 12 Apr 2020 · 1 repository · arXiv:2004.05707Syntology official (archive's flag): 7 ran · 7 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; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Distilling Knowledge from Graph Convolutional Networks 23 Mar 2020 · 1 repository · arXiv:2003.10477Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
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Towards High-Fidelity 3D Face Reconstruction from In-the-Wild Images Using Graph Convolutional Networks 12 Mar 2020 · 3 repositories · arXiv:2003.05653Syntology official (archive's flag): 1 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 4 unverified (of 15 harvested samples) · 2 pointer-only (licence)
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Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs 11 Mar 2020 · 1 repository · arXiv:2003.05425Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Benchmarking Graph Neural Networks 2 Mar 2020 · 15 repositories · arXiv:2003.00982Syntology official (archive's flag): 3 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 13 unverified (of 23 harvested samples) · 1 pointer-only (licence)
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SGAS: Sequential Greedy Architecture Search 30 Nov 2019 · 1 repository · arXiv:1912.00195Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 4 pointer-only (licence)
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GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction 5 Nov 2019 · 1 repository · arXiv:1911.01731Syntology official (archive's flag): 7 ran · 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) · 7 pointer-only (licence)
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Discourse-Aware Neural Extractive Text Summarization 30 Oct 2019 · 1 repository · arXiv:1910.14142Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 1 pointer-only (licence)
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BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search 25 Oct 2019 · 3 repositories · arXiv:1910.11858Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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DeepGCNs: Making GCNs Go as Deep as CNNs 15 Oct 2019 · 4 repositories · arXiv:1910.06849Syntology official (archive's flag): 4 ran · 5 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; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Commonsense Knowledge Base Completion with Structural and Semantic Context 7 Oct 2019 · 1 repository · arXiv:1910.02915Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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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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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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Visual Semantic Reasoning for Image-Text Matching 6 Sep 2019 · 2 repositories · arXiv:1909.02701Syntology 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) · 1 pointer-only (licence)
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KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning 4 Sep 2019 · 2 repositories · arXiv:1909.02151Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
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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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Certifiable Robustness and Robust Training for Graph Convolutional Networks 28 Jun 2019 · 1 repository · arXiv:1906.12269Syntology 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
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Attention Guided Graph Convolutional Networks for Relation Extraction 18 Jun 2019 · 2 repositories · arXiv:1906.07510Syntology official (archive's flag): 12 ran · 13 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 13 harvested samples) · 1 pointer-only (licence)
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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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An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem 4 Jun 2019 · 4 repositories · arXiv:1906.01227Syntology official (archive's flag): 1 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) · 2 unverified (of 9 harvested samples)
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Quantifying the Alignment of Graph and Features in Deep Learning 30 May 2019 · 1 repository · arXiv:1905.12921Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
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ncRNA Classification with Graph Convolutional Networks 16 May 2019 · 1 repository · arXiv:1905.06515Syntology 3 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; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Relational Graph Attention Networks 11 Apr 2019 · 2 repositories · arXiv:1904.05811Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 10 harvested samples)
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Semantic Graph Convolutional Networks for 3D Human Pose Regression 6 Apr 2019 · 5 repositories · arXiv:1904.03345Syntology official (archive's flag): 3 ran · 3 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; 0 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 5 pointer-only (licence)
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Knowledge Graph Convolutional Networks for Recommender Systems 18 Mar 2019 · 8 repositories · arXiv:1904.12575Syntology official (archive's flag): 2 ran · 3 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; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Fisher-Bures Adversary Graph Convolutional Networks 11 Mar 2019 · 1 repository · arXiv:1903.04154Syntology official (archive's flag): 6 ran · 6 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; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
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Adversarial Examples on Graph Data: Deep Insights into Attack and Defense 5 Mar 2019 · 2 repositories · arXiv:1903.01610Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples)
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Deep Graph Convolutional Encoders for Structured Data to Text Generation 23 Oct 2018 · 2 repositories · arXiv:1810.09995Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Predict then Propagate: Graph Neural Networks meet Personalized PageRank 14 Oct 2018 · 5 repositories · arXiv:1810.05997Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 1 pointer-only (licence)
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How Powerful are Graph Neural Networks? 1 Oct 2018 · 19 repositories · arXiv:1810.00826Syntology official (archive's flag): 2 ran · 6 ran (of which 2 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 5 pointer-only (licence)
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Hypergraph Neural Networks 25 Sep 2018 · 4 repositories · arXiv:1809.09401Syntology 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) · 1 unverified (of 2 harvested samples)
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BayesGrad: Explaining Predictions of Graph Convolutional Networks 4 Jul 2018 · 1 repository · arXiv:1807.01985Syntology 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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Representation Learning on Graphs with Jumping Knowledge Networks 9 Jun 2018 · 5 repositories · arXiv:1806.03536Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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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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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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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)