Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 27

Graph Neural Network

Papers archive 2025-07-28

archive papers tagged: 2,694 · with a code link: 1,137 · where Syntology ran a sample: 271 (235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (271 of 2,694 tagged: 235 with a run with no instrument failure, 36 where every run was a failure of Syntology's instrument)

Page 27 of 27: papers 2,601 to 2,694 of 2,694, 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.

• Graph Neural Networks for Human-aware Social Navigation
  19 Sep 2019 · 0 repositories · arXiv:1909.09003
• Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases
  19 Sep 2019 · 1 repository · arXiv:1909.12911
• Graph Neural Networks for Maximum Constraint Satisfaction
  18 Sep 2019 · 1 repository · arXiv:1909.08387
• Site-specific graph neural network for predicting protonation energy of oxygenate molecules
  18 Sep 2019 · 0 repositories · arXiv:2001.03136
• Learning to Manipulate Object Collections Using Grounded State Representations
  17 Sep 2019 · 1 repository · arXiv:1909.07876
• Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks
  8 Sep 2019 · 2 repositories · arXiv:1909.03496
  Syntology 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) · 2 unverified (of 7 harvested samples)
• Optimal Wireless Resource Allocation with Random Edge Graph Neural Networks
  4 Sep 2019 · 0 repositories · arXiv:1909.01865
• Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning
  4 Sep 2019 · 1 repository · arXiv:1909.02144
• Answering Conversational Questions on Structured Data without Logical Forms
  30 Aug 2019 · 0 repositories · arXiv:1908.11787
• DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
  30 Aug 2019 · 2 repositories · arXiv:1908.11540
  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) · 1 unverified (of 4 harvested samples)
• Global Reasoning over Database Structures for Text-to-SQL Parsing
  29 Aug 2019 · 1 repository · arXiv:1908.11214
• STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control
  28 Aug 2019 · 0 repositories · arXiv:1908.10577
• Multi-Channel Graph Neural Network for Entity Alignment
  26 Aug 2019 · 1 repository · arXiv:1908.09898
• Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks
  24 Aug 2019 · 1 repository · arXiv:1908.09137
• A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs
  22 Aug 2019 · 0 repositories · arXiv:1908.08588
• CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
  16 Aug 2019 · 5 repositories · arXiv:1908.06177
  Syntology 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)
• AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models
  14 Aug 2019 · 1 repository · arXiv:1908.05081
• Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation
  14 Aug 2019 · 1 repository · arXiv:1908.04942
  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) · 7 unverified (of 10 harvested samples)
• Complicated Table Structure Recognition
  13 Aug 2019 · 1 repository · arXiv:1908.04729
  Syntology 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)
• Graph Embedding Using Infomax for ASD Classification and Brain Functional Difference Detection
  9 Aug 2019 · 0 repositories · arXiv:1908.04769
• Metapath-guided Heterogeneous Graph Neural Network for Intent Recommendation
  4 Aug 2019 · 1 repository
• Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview
  1 Aug 2019 · 0 repositories · arXiv:1908.00187
• GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension
  31 Jul 2019 · 1 repository · arXiv:1908.00059
  Syntology official (archive's flag): 1 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) · 2 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Representation Learning for Classical Planning from Partially Observed Traces
  19 Jul 2019 · 0 repositories · arXiv:1907.08352
• A hybrid method of Exponential Smoothing and Recurrent Neural Networks for time series forecasting
  18 Jul 2019 · 2 repositories
• EEG-Based Emotion Recognition Using Regularized Graph Neural Networks
  18 Jul 2019 · 5 repositories · arXiv:1907.07835
• Learning a Static Bug Finder from Data
  12 Jul 2019 · 1 repository · arXiv:1907.05579
• Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking
  11 Jul 2019 · 1 repository · arXiv:1907.05315
• Learning Blended, Precise Semantic Program Embeddings
  3 Jul 2019 · 0 repositories · arXiv:1907.02136
• GNN-FiLM: Graph Neural Networks with Feature-wise Linear Modulation
  28 Jun 2019 · 2 repositories · arXiv:1906.12192
• Fast Training of Sparse Graph Neural Networks on Dense Hardware
  27 Jun 2019 · 0 repositories · arXiv:1906.11786
• Signed Graph Attention Networks
  26 Jun 2019 · 1 repository · arXiv:1906.10958
• Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective
  25 Jun 2019 · 2 repositories · arXiv:1906.11081
• Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models
  22 Jun 2019 · 1 repository · arXiv:1906.09427
• Popularity Prediction on Social Platforms with Coupled Graph Neural Networks
  21 Jun 2019 · 1 repository · arXiv:1906.09032
• Multiple instance learning with graph neural networks
  12 Jun 2019 · 0 repositories · arXiv:1906.04881
• Position-aware Graph Neural Networks
  11 Jun 2019 · 2 repositories · arXiv:1906.04817
  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: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification
  5 Jun 2019 · 1 repository · arXiv:1906.02319
• Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings
  5 Jun 2019 · 1 repository · arXiv:1906.01852
• Incorporating Biological Knowledge with Factor Graph Neural Network for Interpretable Deep Learning
  3 Jun 2019 · 0 repositories · arXiv:1906.00537
• Factor Graph Neural Network
  3 Jun 2019 · 1 repository · arXiv:1906.00554
  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, 1 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• Exploiting Edge Features for Graph Neural Networks
  1 Jun 2019 · 0 repositories
• Skeleton-Based Action Recognition With Directed Graph Neural Networks
  1 Jun 2019 · 1 repository
• Graph WaveNet for Deep Spatial-Temporal Graph Modeling
  31 May 2019 · 9 repositories · arXiv:1906.00121
  Syntology community repositories only · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• Deep Bayesian Optimization on Attributed Graphs
  31 May 2019 · 3 repositories · arXiv:1905.13403
  Syntology 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 3 honoured, 2 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 18 harvested samples) · 7 pointer-only (licence)
• Discriminative structural graph classification
  31 May 2019 · 0 repositories · arXiv:1905.13422
• Graph Normalizing Flows
  30 May 2019 · 1 repository · arXiv:1905.13177
• LatentGNN: Learning Efficient Non-local Relations for Visual Recognition
  28 May 2019 · 1 repository · arXiv:1905.11634
• Solving NP-Hard Problems on Graphs with Extended AlphaGo Zero
  28 May 2019 · 2 repositories · arXiv:1905.11623
  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)
• COSET: A Benchmark for Evaluating Neural Program Embeddings
  27 May 2019 · 0 repositories · arXiv:1905.11445
• MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions
  23 May 2019 · 2 repositories · arXiv:1905.09558
• Revisiting Graph Neural Networks: All We Have is Low-Pass Filters
  23 May 2019 · 2 repositories · arXiv:1905.09550
  Syntology official (archive's flag): 12 ran · 17 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 1 honoured, 1 violated, 11 with no contract checked; 4 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples) · 7 pointer-only (licence)
• Generating Logical Forms from Graph Representations of Text and Entities
  21 May 2019 · 0 repositories · arXiv:1905.08407
• Unsupervised Community Detection with Modularity-Based Attention Model
  20 May 2019 · 1 repository · arXiv:1905.10350
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Representation Learning on Visual-Symbolic Graphs for Video Understanding
  17 May 2019 · 0 repositories · arXiv:1905.07385
• Inferring Javascript types using Graph Neural Networks
  16 May 2019 · 0 repositories · arXiv:1905.06707
• GMNN: Graph Markov Neural Networks
  15 May 2019 · 1 repository · arXiv:1905.06214
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Cognitive Graph for Multi-Hop Reading Comprehension at Scale
  14 May 2019 · 2 repositories · arXiv:1905.05460
  Syntology official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 2 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Deep Neural Architecture Search with Deep Graph Bayesian Optimization
  14 May 2019 · 2 repositories · arXiv:1905.06159
• Learning Scalable and Precise Representation of Program Semantics
  13 May 2019 · 0 repositories · arXiv:1905.05251
• Craquelure as a Graph: Application of Image Processing and Graph Neural Networks to the Description of Fracture Patterns
  13 May 2019 · 1 repository · arXiv:1905.05010
• Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems
  11 May 2019 · 6 repositories · arXiv:1905.04413
  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) · 2 unverified (of 4 harvested samples)
• Time-Series Event Prediction with Evolutionary State Graph
  10 May 2019 · 3 repositories · arXiv:1905.05006
• Edge-labeling Graph Neural Network for Few-shot Learning
  4 May 2019 · 4 repositories · arXiv:1905.01436
  Syntology 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) · 0 unverified (of 1 harvested sample)
• Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning
  3 May 2019 · 1 repository · arXiv:1905.01102
  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) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Capsule Graph Neural Network
  1 May 2019 · 1 repository
• Language Modeling with Graph Temporal Convolutional Networks
  1 May 2019 · 0 repositories
• Graph Convolutional Networks with EigenPooling
  30 Apr 2019 · 1 repository · arXiv:1904.13107
• Advancing GraphSAGE with A Data-Driven Node Sampling
  29 Apr 2019 · 1 repository · arXiv:1904.12935
• Inductive Matrix Completion Based on Graph Neural Networks
  26 Apr 2019 · 3 repositories · arXiv:1904.12058
  Syntology 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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• DAG-GNN: DAG Structure Learning with Graph Neural Networks
  22 Apr 2019 · 3 repositories · arXiv:1904.10098
  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) · 0 unverified (of 3 harvested samples)
• Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition
  22 Apr 2019 · 0 repositories · arXiv:1904.09939
• edGNN: a Simple and Powerful GNN for Directed Labeled Graphs
  18 Apr 2019 · 1 repository · arXiv:1904.08745
• Residual or Gate? Towards Deeper Graph Neural Networks for Inductive Graph Representation Learning
  17 Apr 2019 · 0 repositories · arXiv:1904.08035
• Reasoning Visual Dialogs with Structural and Partial Observations
  11 Apr 2019 · 1 repository · arXiv:1904.05548
• DeepSphere: towards an equivariant graph-based spherical CNN
  8 Apr 2019 · 7 repositories · arXiv:1904.05146
  Syntology community repositories only · 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) · 2 unverified (of 12 harvested samples)
• Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network
  5 Apr 2019 · 0 repositories · arXiv:1904.03086
• What Object Should I Use? - Task Driven Object Detection
  5 Apr 2019 · 1 repository · arXiv:1904.03000
  Syntology 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)
• MedGCN: Medication recommendation and lab test imputation via graph convolutional networks
  31 Mar 2019 · 1 repository · arXiv:1904.00326
  Syntology official (archive's flag): 3 ran · 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) · 3 pointer-only (licence)
• Molecular geometry prediction using a deep generative graph neural network
  31 Mar 2019 · 1 repository · arXiv:1904.00314
  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) · 3 unverified (of 6 harvested samples)
• Extrapolating paths with graph neural networks
  18 Mar 2019 · 2 repositories · arXiv:1903.07518
  Syntology official (archive's flag): 8 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)
• Program Classification Using Gated Graph Attention Neural Network for Online Programming Service
  9 Mar 2019 · 0 repositories · arXiv:1903.03804
• Graph Neural Networks for User Identity Linkage
  6 Mar 2019 · 0 repositories · arXiv:1903.02174
• PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers
  5 Mar 2019 · 4 repositories · arXiv:1903.01969
  Syntology official (archive's flag): 4 ran · 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) · 2 unverified (of 7 harvested samples) · 3 pointer-only (licence)
• Graph Neural Networks for Modelling Traffic Participant Interaction
  4 Mar 2019 · 0 repositories · arXiv:1903.01254
• Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations
  22 Feb 2019 · 0 repositories · arXiv:1902.08399
• Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure
  20 Feb 2019 · 1 repository · arXiv:1902.08226
• Graph Neural Networks for Social Recommendation
  19 Feb 2019 · 9 repositories · arXiv:1902.07243
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• Context-Aware Visual Compatibility Prediction
  10 Feb 2019 · 1 repository · arXiv:1902.03646
• Hypergraph Convolution and Hypergraph Attention
  23 Jan 2019 · 1 repository · arXiv:1901.08150
• Typed Graph Networks
  23 Jan 2019 · 2 repositories · arXiv:1901.07984
• TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile Sensors
  18 Jan 2019 · 1 repository · arXiv:1901.06181
• Graph Neural Networks with convolutional ARMA filters
  5 Jan 2019 · 1 repository · arXiv:1901.01343
• Graph Neural Networks: A Review of Methods and Applications
  20 Dec 2018 · 5 repositories · arXiv:1812.08434