Methods › Graphs › Graph Models › Graph Convolutional Networks › Papers, page 4

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)

Page 4 of 4: papers 301 to 388 of 388, 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.

• Histographs: Graphs in Histopathology
  14 Aug 2019 · 0 repositories · arXiv:1908.05020
• GraphSW: a training protocol based on stage-wise training for GNN-based Recommender Model
  13 Aug 2019 · 1 repository · arXiv:1908.05611
• Aligning Linguistic Words and Visual Semantic Units for Image Captioning
  6 Aug 2019 · 1 repository · arXiv:1908.02127
• OD-GCN: Object Detection Boosted by Knowledge GCN
  6 Aug 2019 · 0 repositories · arXiv:1908.04385
• Hybrid Low-order and Higher-order Graph Convolutional Networks
  2 Aug 2019 · 0 repositories · arXiv:1908.00673
• Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial Forensics
  31 Jul 2019 · 1 repository · arXiv:1908.02591
  Syntology 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)
• DropEdge: Towards Deep Graph Convolutional Networks on Node Classification
  25 Jul 2019 · 7 repositories · arXiv:1907.10903
  Syntology 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)
• Spatiotemporal graph routing for skeleton-based action recognition
  17 Jul 2019 · 0 repositories
• Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology
  11 Jul 2019 · 1 repository · arXiv:1907.05008
• Label-Aware Graph Convolutional Networks
  10 Jul 2019 · 0 repositories · arXiv:1907.04707
• Non-Local Graph Convolutional Networks for Skeleton-Based Action Recognition
  4 Jul 2019 · 1 repository
• GraphDTA: prediction of drug–target binding affinity using graph convolutional networks
  2 Jul 2019 · 1 repository
• Structure fusion based on graph convolutional networks for semi-supervised classification
  2 Jul 2019 · 0 repositories · arXiv:1907.02586
• Encoding Social Information with Graph Convolutional Networks forPolitical Perspective Detection in News Media
  1 Jul 2019 · 0 repositories
• GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction
  1 Jul 2019 · 1 repository
• Prediction of Small Molecule Kinase Inhibitors for Chemotherapy Using Deep Learning
  30 Jun 2019 · 0 repositories · arXiv:1907.00329
• Certifiable Robustness and Robust Training for Graph Convolutional Networks
  28 Jun 2019 · 1 repository · arXiv:1906.12269
  Syntology 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)
• Attention Guided Graph Convolutional Networks for Relation Extraction
  18 Jun 2019 · 2 repositories · arXiv:1906.07510
  Syntology 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)
• Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification
  11 Jun 2019 · 1 repository · arXiv:1906.04501
• Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
  5 Jun 2019 · 1 repository · arXiv:1906.02174
  Syntology 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)
• Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings
  5 Jun 2019 · 1 repository · arXiv:1906.01852
• An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem
  4 Jun 2019 · 4 repositories · arXiv:1906.01227
  Syntology 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)
• Attributed Graph Clustering via Adaptive Graph Convolution
  4 Jun 2019 · 1 repository · arXiv:1906.01210
• Exploiting Edge Features for Graph Neural Networks
  1 Jun 2019 · 0 repositories
• Graph Convolutional Tracking
  1 Jun 2019 · 1 repository
• Quantifying the Alignment of Graph and Features in Deep Learning
  30 May 2019 · 1 repository · arXiv:1905.12921
  Syntology 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)
• STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems
  27 May 2019 · 0 repositories · arXiv:1905.13129
• Simulation and Augmentation of Social Networks for Building Deep Learning Models
  22 May 2019 · 1 repository · arXiv:1905.09087
• Joint embedding of structure and features via graph convolutional networks
  21 May 2019 · 1 repository · arXiv:1905.08636
• Deep Reinforcement Learning-Based Channel Allocation for Wireless LANs with Graph Convolutional Networks
  17 May 2019 · 0 repositories · arXiv:1905.07144
• ncRNA Classification with Graph Convolutional Networks
  16 May 2019 · 1 repository · arXiv:1905.06515
  Syntology 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)
• Interactive Image Generation Using Scene Graphs
  9 May 2019 · 0 repositories · arXiv:1905.03743
• Dynamic Origin-Destination Matrix Prediction with Line Graph Neural Networks and Kalman Filter
  1 May 2019 · 1 repository · arXiv:1905.00406
• Few-shot Classification on Graphs with Structural Regularized GCNs
  1 May 2019 · 0 repositories
• Graph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems
  1 May 2019 · 0 repositories
• Link Prediction in Hypergraphs using Graph Convolutional Networks
  1 May 2019 · 0 repositories
• Relational Graph Attention Networks
  11 Apr 2019 · 2 repositories · arXiv:1904.05811
  Syntology 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)
• DeepGCNs: Can GCNs Go as Deep as CNNs?
  7 Apr 2019 · 1 repository · arXiv:1904.03751
• Semantic Graph Convolutional Networks for 3D Human Pose Regression
  6 Apr 2019 · 5 repositories · arXiv:1904.03345
  Syntology 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)
• Abusive Language Detection with Graph Convolutional Networks
  5 Apr 2019 · 0 repositories · arXiv:1904.04073
• DAGCN: Dual Attention Graph Convolutional Networks
  4 Apr 2019 · 1 repository · arXiv:1904.02278
• Learning Discrete Structures for Graph Neural Networks
  28 Mar 2019 · 2 repositories · arXiv:1903.11960
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Knowledge Graph Convolutional Networks for Recommender Systems
  18 Mar 2019 · 8 repositories · arXiv:1904.12575
  Syntology 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)
• Fisher-Bures Adversary Graph Convolutional Networks
  11 Mar 2019 · 1 repository · arXiv:1903.04154
  Syntology 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)
• Adversarial Examples on Graph Data: Deep Insights into Attack and Defense
  5 Mar 2019 · 2 repositories · arXiv:1903.01610
  Syntology 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)
• 3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting
  3 Mar 2019 · 0 repositories · arXiv:1903.00919
• Virtual Adversarial Training on Graph Convolutional Networks in Node Classification
  28 Feb 2019 · 0 repositories · arXiv:1902.11045
• Learning to Generate Questions by Learning What not to Generate
  27 Feb 2019 · 0 repositories · arXiv:1902.10418
• Batch Virtual Adversarial Training for Graph Convolutional Networks
  25 Feb 2019 · 0 repositories · arXiv:1902.09192
• Constant Time Graph Neural Networks
  23 Jan 2019 · 0 repositories · arXiv:1901.07868
• Multiple Graph Adversarial Learning
  22 Jan 2019 · 0 repositories · arXiv:1901.07439
• Learning Graph Pooling and Hybrid Convolutional Operations for Text Representations
  21 Jan 2019 · 1 repository · arXiv:1901.06965
• Skeleton-based Action Recognition of People Handling Objects
  21 Jan 2019 · 0 repositories · arXiv:1901.06882
• Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation
  26 Nov 2018 · 0 repositories · arXiv:1811.10575
• On Filter Size in Graph Convolutional Networks
  23 Nov 2018 · 1 repository · arXiv:1811.10435
• Spectral Multigraph Networks for Discovering and Fusing Relationships in Molecules
  23 Nov 2018 · 1 repository · arXiv:1811.09595
• Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension
  1 Nov 2018 · 0 repositories · arXiv:1811.00232
• Attack Graph Convolutional Networks by Adding Fake Nodes
  25 Oct 2018 · 0 repositories · arXiv:1810.10751
• Deep Graph Convolutional Encoders for Structured Data to Text Generation
  23 Oct 2018 · 2 repositories · arXiv:1810.09995
  Syntology 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)
• Finding Appropriate Traffic Regulations via Graph Convolutional Networks
  23 Oct 2018 · 0 repositories · arXiv:1810.09712
• Visual Semantic Navigation using Scene Priors
  15 Oct 2018 · 1 repository · arXiv:1810.06543
• Predict then Propagate: Graph Neural Networks meet Personalized PageRank
  14 Oct 2018 · 5 repositories · arXiv:1810.05997
  Syntology 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)
• Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks
  1 Oct 2018 · 1 repository
• GraphBTM: Graph Enhanced Autoencoded Variational Inference for Biterm Topic Model
  1 Oct 2018 · 1 repository
• How Powerful are Graph Neural Networks?
  1 Oct 2018 · 19 repositories · arXiv:1810.00826
  Syntology 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)
• Hypergraph Neural Networks
  25 Sep 2018 · 4 repositories · arXiv:1809.09401
  Syntology 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)
• Higher-order Graph Convolutional Networks
  12 Sep 2018 · 0 repositories · arXiv:1809.07697
• Non-Parametric Variational Inference with Graph Convolutional Networks for Gaussian Processes
  8 Sep 2018 · 0 repositories · arXiv:1809.02838
• Exploiting Edge Features in Graph Neural Networks
  7 Sep 2018 · 0 repositories · arXiv:1809.02709
• Compositional Learning for Human Object Interaction
  1 Sep 2018 · 0 repositories
• Question Answering by Reasoning Across Documents with Graph Convolutional Networks
  29 Aug 2018 · 1 repository · arXiv:1808.09920
• BayesGrad: Explaining Predictions of Graph Convolutional Networks
  4 Jul 2018 · 1 repository · arXiv:1807.01985
  Syntology 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)
• Representation Learning on Graphs with Jumping Knowledge Networks
  9 Jun 2018 · 5 repositories · arXiv:1806.03536
  Syntology 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)
• Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease
  5 Jun 2018 · 1 repository · arXiv:1806.01738
• Videos as Space-Time Region Graphs
  5 Jun 2018 · 0 repositories · arXiv:1806.01810
• Multi-View Graph Convolutional Network and Its Applications on Neuroimage Analysis for Parkinson's Disease
  22 May 2018 · 1 repository · arXiv:1805.08801
• Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition
  20 May 2018 · 4 repositories · arXiv:1805.07694
• Enhancing Drug-Drug Interaction Extraction from Texts by Molecular Structure Information
  15 May 2018 · 0 repositories · arXiv:1805.05593
• Multi Layered-Parallel Graph Convolutional Network (ML-PGCN) for Disease Prediction
  28 Apr 2018 · 0 repositories · arXiv:1804.10776
• Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks
  23 Apr 2018 · 0 repositories · arXiv:1804.08313
• Semi-supervised User Geolocation via Graph Convolutional Networks
  22 Apr 2018 · 1 repository · arXiv:1804.08049
  Syntology 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)
• General-Purpose Deep Point Cloud Feature Extractor
  12 Mar 2018 · 1 repository
• Improving Graph Convolutional Networks with Non-Parametric Activation Functions
  26 Feb 2018 · 0 repositories · arXiv:1802.09405
• FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling
  30 Jan 2018 · 4 repositories · arXiv:1801.10247
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning
  22 Jan 2018 · 1 repository · arXiv:1801.07606
• Automatically Inferring Data Quality for Spatiotemporal Forecasting
  1 Jan 2018 · 0 repositories
• Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
  14 Mar 2017 · 2 repositories · arXiv:1703.04826
  Syntology 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)
• Semi-Supervised Classification with Graph Convolutional Networks
  9 Sep 2016 · 55 repositories · arXiv:1609.02907
  Syntology 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)