Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers where code ran, page 3

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)

Syntology We ran code from the paper's repository; we did not isolate this method inside it.

Page 3 of 3: papers 201 to 271 of the 271 tagged papers where Syntology ran at least one harvested sample (235 with a run with no instrument failure, 36 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.

• Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations
  8 Nov 2020 · 1 repository · arXiv:2011.03880
  Syntology official (archive's flag): 3 ran · 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) · 4 pointer-only (licence)
• Self-supervised Representation Learning for Evolutionary Neural Architecture Search
  31 Oct 2020 · 1 repository · arXiv:2011.00186
  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) · 3 unverified (of 13 harvested samples)
• Strongly Incremental Constituency Parsing with Graph Neural Networks
  27 Oct 2020 · 3 repositories · arXiv:2010.14568
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
• Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning
  23 Oct 2020 · 4 repositories · arXiv:2010.12367
  Syntology community repositories only · 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) · 2 unverified (of 3 harvested samples)
• The Open Catalyst 2020 (OC20) Dataset and Community Challenges
  20 Oct 2020 · 5 repositories · arXiv:2010.09990
  Syntology community repositories only · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• A Graph Neural Network Framework for Causal Inference in Brain Networks
  14 Oct 2020 · 1 repository · arXiv:2010.07143
  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)
• Smooth Variational Graph Embeddings for Efficient Neural Architecture Search
  9 Oct 2020 · 2 repositories · arXiv:2010.04683
  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: 2 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• Data-Driven Learning of Geometric Scattering Networks
  6 Oct 2020 · 1 repository · arXiv:2010.02415
  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)
• A Unified View on Graph Neural Networks as Graph Signal Denoising
  5 Oct 2020 · 1 repository · arXiv:2010.01777
  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)
• CopulaGNN: Towards Integrating Representational and Correlational Roles of Graphs in Graph Neural Networks
  5 Oct 2020 · 2 repositories · arXiv:2010.02089
  Syntology official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Multi-hop Attention Graph Neural Network
  29 Sep 2020 · 1 repository · arXiv:2009.14332
  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)
• Heterogeneous Molecular Graph Neural Networks for Predicting Molecule Properties
  26 Sep 2020 · 1 repository · arXiv:2009.12710
  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: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks
  11 Sep 2020 · 1 repository · arXiv:2009.05613
  Syntology 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)
• Coarse Graining Molecular Dynamics with Graph Neural Networks
  22 Jul 2020 · 1 repository · arXiv:2007.11412
  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: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• Towards Deeper Graph Neural Networks
  18 Jul 2020 · 3 repositories · arXiv:2007.09296
  Syntology official (archive's flag): 2 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)
• Multi-Agent Routing Value Iteration Network
  9 Jul 2020 · 1 repository · arXiv:2007.05096
  Syntology official (archive's flag): 5 ran · 5 ran (of which 5 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) · 3 unverified; every one of the 5 samples that ran constructed an object rather than computing a result (of 8 harvested samples) · 8 pointer-only (licence)
• Multilevel Graph Matching Networks for Deep Graph Similarity Learning
  8 Jul 2020 · 1 repository · arXiv:2007.04395
  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) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting
  6 Jul 2020 · 3 repositories · arXiv:2007.02842
  Syntology official (archive's flag): 3 ran · 5 ran (of which 5 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; every one of the 5 samples that ran constructed an object rather than computing a result (of 7 harvested samples) · 1 pointer-only (licence)
• Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs
  5 Jul 2020 · 1 repository · arXiv:2007.02387
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Hybrid Models for Learning to Branch
  26 Jun 2020 · 1 repository · arXiv:2006.15212
  Syntology official (archive's flag): 5 ran · 5 ran (of which 4 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) · 11 unverified (of 16 harvested samples)
• Graph Neural Network Based Coarse-Grained Mapping Prediction
  24 Jun 2020 · 2 repositories · arXiv:2007.04921
  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)
• Progressive Graph Learning for Open-Set Domain Adaptation
  22 Jun 2020 · 1 repository · arXiv:2006.12087
  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) · 0 unverified (of 1 harvested sample)
• GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
  17 Jun 2020 · 4 repositories · arXiv:2006.09963
  Syntology 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) · 0 unverified (of 2 harvested samples)
• Multipole Graph Neural Operator for Parametric Partial Differential Equations
  16 Jun 2020 · 4 repositories · arXiv:2006.09535
  Syntology community repositories only · 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)
• Global Attention Improves Graph Networks Generalization
  14 Jun 2020 · 3 repositories · arXiv:2006.07846
  Syntology 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• On the Bottleneck of Graph Neural Networks and its Practical Implications
  9 Jun 2020 · 3 repositories · arXiv:2006.05205
  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)
• Optimal Transport Graph Neural Networks
  8 Jun 2020 · 2 repositories · arXiv:2006.04804
  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)
• Connecting the Dots: Multivariate Time Series Forecasting with Graph Neural Networks
  24 May 2020 · 3 repositories · arXiv:2005.11650
  Syntology official: harvested, nothing ran · 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Graph-based, Self-Supervised Program Repair from Diagnostic Feedback
  20 May 2020 · 2 repositories · arXiv:2005.10636
  Syntology official (archive's flag): 4 ran · 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• Improved Protein-ligand Binding Affinity Prediction with Structure-Based Deep Fusion Inference
  17 May 2020 · 1 repository · arXiv:2005.07704
  Syntology official (archive's flag): 3 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)
• VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation
  8 May 2020 · 4 repositories · arXiv:2005.04259
  Syntology 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) · 2 unverified (of 6 harvested samples)
• TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation
  6 May 2020 · 1 repository · arXiv:2005.02844
  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: 2 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks
  30 Apr 2020 · 1 repository · arXiv:2004.14949
  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) · 2 unverified (of 3 harvested samples)
• Typilus: Neural Type Hints
  6 Apr 2020 · 3 repositories · arXiv:2004.10657
  Syntology official (archive's flag): 1 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)
• Residual Correlation in Graph Neural Network Regression
  19 Feb 2020 · 2 repositories · arXiv:2002.08274
  Syntology community repositories only · 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)
• Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models
  12 Feb 2020 · 1 repository · arXiv:2002.04784
  Syntology 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)
• Message Passing Query Embedding
  6 Feb 2020 · 1 repository · arXiv:2002.02406
  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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network
  26 Jan 2020 · 3 repositories · arXiv:2001.09522
  Syntology community repositories only · 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)
• Zero-Shot Video Object Segmentation via Attentive Graph Neural Networks
  19 Jan 2020 · 1 repository · arXiv:2001.06807
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Neural Network Branching for Neural Network Verification
  3 Dec 2019 · 1 repository · arXiv:1912.01329
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples)
• Inductive Relation Prediction by Subgraph Reasoning
  16 Nov 2019 · 10 repositories · arXiv:1911.06962
  Syntology community repositories only · 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)
• Hyper-SAGNN: a self-attention based graph neural network for hypergraphs
  6 Nov 2019 · 1 repository · arXiv:1911.02613
  Syntology 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) · 4 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Text Level Graph Neural Network for Text Classification
  6 Oct 2019 · 2 repositories · arXiv:1910.02356
  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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Overlapping Community Detection with Graph Neural Networks
  26 Sep 2019 · 1 repository · arXiv:1909.12201
  Syntology official (archive's flag): 12 ran · 12 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; 0 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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 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)