Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 16

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 16 of 27: papers 1,501 to 1,600 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.

• Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks
  3 Sep 2022 · 0 repositories · arXiv:2209.01476
• A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning
  2 Sep 2022 · 1 repository · arXiv:2209.01152
• SATformer: Transformer-Based UNSAT Core Learning
  2 Sep 2022 · 0 repositories · arXiv:2209.00953
• Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular Simulation
  1 Sep 2022 · 1 repository · arXiv:2209.00514
• Distilling Multi-Scale Knowledge for Event Temporal Relation Extraction
  1 Sep 2022 · 0 repositories · arXiv:2209.00568
• Learning Tree Structures from Leaves For Particle Decay Reconstruction
  31 Aug 2022 · 1 repository · arXiv:2208.14924
• A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
  30 Aug 2022 · 0 repositories · arXiv:2208.14073
• Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures
  29 Aug 2022 · 1 repository · arXiv:2208.13585
• TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks
  25 Aug 2022 · 0 repositories · arXiv:2208.11947
• A Review of Knowledge Graph Completion
  24 Aug 2022 · 0 repositories · arXiv:2208.11652
• Data-Driven Approach to form Energy Resilient Smart Microgrids with Identification of Vulnerable Nodes in Active Electrical Distribution Network
  24 Aug 2022 · 0 repositories · arXiv:2208.11682
• Data augmentation on graphs for table type classification
  23 Aug 2022 · 1 repository · arXiv:2208.11210
• FlexER: Flexible Entity Resolution for Multiple Intents
  23 Aug 2022 · 1 repository · arXiv:2209.07569
• Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation
  23 Aug 2022 · 0 repositories · arXiv:2208.11025
• Object Detection in Aerial Images with Uncertainty-Aware Graph Network
  23 Aug 2022 · 0 repositories · arXiv:2208.10781
• One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
  22 Aug 2022 · 1 repository · arXiv:2208.10227
  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)
• Representation Learning of Knowledge Graph for Wireless Communication Networks
  22 Aug 2022 · 0 repositories · arXiv:2208.10496
• MolGraph: a Python package for the implementation of molecular graphs and graph neural networks with TensorFlow and Keras
  21 Aug 2022 · 1 repository · arXiv:2208.09944
• Representation Learning with Graph Neural Networks for Speech Emotion Recognition
  21 Aug 2022 · 0 repositories · arXiv:2208.09830
• Graph Neural Network Based Node Deployment for Throughput Enhancement
  19 Aug 2022 · 0 repositories · arXiv:2209.06905
• Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
  19 Aug 2022 · 0 repositories · arXiv:2208.09375
• AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching
  18 Aug 2022 · 0 repositories · arXiv:2208.08606
• Robust Causal Graph Representation Learning against Confounding Effects
  18 Aug 2022 · 1 repository · arXiv:2208.08584
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Learnable Filters for Geometric Scattering Modules
  15 Aug 2022 · 0 repositories · arXiv:2208.07458
• MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution
  15 Aug 2022 · 1 repository · arXiv:2208.07012
  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: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval
  15 Aug 2022 · 0 repositories · arXiv:2208.06966
• EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model
  12 Aug 2022 · 1 repository · arXiv:2208.06322
• GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs
  12 Aug 2022 · 0 repositories · arXiv:2208.06144
• Partition Pooling for Convolutional Graph Network Applications in Particle Physics
  11 Aug 2022 · 1 repository · arXiv:2208.05952
• Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation
  11 Aug 2022 · 0 repositories · arXiv:2208.05716
• Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks
  11 Aug 2022 · 1 repository · arXiv:2208.05908
  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) · 1 unverified (of 3 harvested samples)
• Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network
  10 Aug 2022 · 0 repositories · arXiv:2208.05476
• PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network
  7 Aug 2022 · 0 repositories · arXiv:2208.04319
• Accelerating discrete dislocation dynamics simulations with graph neural networks
  5 Aug 2022 · 0 repositories · arXiv:2208.03296
• Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification
  4 Aug 2022 · 1 repository · arXiv:2208.02613
• GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training
  3 Aug 2022 · 1 repository · arXiv:2208.02252
• PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?
  3 Aug 2022 · 0 repositories · arXiv:2208.01957
• Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation
  2 Aug 2022 · 1 repository · arXiv:2208.01709
• Dress Well via Fashion Cognitive Learning
  1 Aug 2022 · 0 repositories · arXiv:2208.00639
• See What the Robot Can't See: Learning Cooperative Perception for Visual Navigation
  1 Aug 2022 · 0 repositories · arXiv:2208.00759
• Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
  29 Jul 2022 · 0 repositories · arXiv:2208.01036
• Graph Neural Networks for Channel Decoding
  29 Jul 2022 · 2 repositories · arXiv:2207.14742
• Using Graph Neural Networks for Program Termination
  28 Jul 2022 · 0 repositories · arXiv:2207.14648
• Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation
  27 Jul 2022 · 1 repository · arXiv:2207.13262
• Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce
  27 Jul 2022 · 0 repositories · arXiv:2207.13329
• Learning Hyper Label Model for Programmatic Weak Supervision
  27 Jul 2022 · 1 repository · arXiv:2207.13545
  Syntology official (archive's flag): 6 ran · 6 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; 2 where Syntology's instrument failed) · 8 unverified (of 14 harvested samples)
• Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach
  27 Jul 2022 · 0 repositories · arXiv:2207.13500
• Unsupervised Training for Neural TSP Solver
  27 Jul 2022 · 0 repositories · arXiv:2207.13667
• SGAT: Simplicial Graph Attention Network
  24 Jul 2022 · 1 repository · arXiv:2207.11761
• Distributed Nonlinear State Estimation in Electric Power Systems using Graph Neural Networks
  23 Jul 2022 · 1 repository · arXiv:2207.11465
• Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
  21 Jul 2022 · 0 repositories · arXiv:2207.10506
• Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network
  20 Jul 2022 · 1 repository
• NeuralNEB -- Neural Networks can find Reaction Paths Fast
  20 Jul 2022 · 0 repositories · arXiv:2207.09971
• PoserNet: Refining Relative Camera Poses Exploiting Object Detections
  19 Jul 2022 · 1 repository · arXiv:2207.09445
  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) · 0 unverified (of 5 harvested samples)
• XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics
  19 Jul 2022 · 0 repositories · arXiv:2207.09088
• An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management
  18 Jul 2022 · 0 repositories · arXiv:2207.08655
• GrabQC: Graph based Query Contextualization for automated ICD coding
  14 Jul 2022 · 0 repositories · arXiv:2207.06802
• Graph Property Prediction on Open Graph Benchmark: A Winning Solution by Graph Neural Architecture Search
  13 Jul 2022 · 1 repository · arXiv:2207.06027
• Neural Topological Ordering for Computation Graphs
  13 Jul 2022 · 0 repositories · arXiv:2207.05899
• QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theory
  13 Jul 2022 · 1 repository · arXiv:2207.06336
• A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization
  12 Jul 2022 · 0 repositories · arXiv:2207.05364
• Few-Shot Semantic Relation Prediction across Heterogeneous Graphs
  11 Jul 2022 · 0 repositories · arXiv:2207.05068
• Interference-Limited Ultra-Reliable and Low-Latency Communications: Graph Neural Networks or Stochastic Geometry?
  11 Jul 2022 · 0 repositories · arXiv:2207.06918
• The Cosmic Graph: Optimal Information Extraction from Large-Scale Structure using Catalogues
  11 Jul 2022 · 1 repository · arXiv:2207.05202
  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)
• Representation Learning in Continuous-Time Dynamic Signed Networks
  7 Jul 2022 · 0 repositories · arXiv:2207.03408
• Simple and Efficient Heterogeneous Graph Neural Network
  6 Jul 2022 · 2 repositories · arXiv:2207.02547
• State-Augmented Learnable Algorithms for Resource Management in Wireless Networks
  5 Jul 2022 · 1 repository · arXiv:2207.02242
• NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction
  4 Jul 2022 · 0 repositories · arXiv:2207.01301
• The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems
  4 Jul 2022 · 0 repositories · arXiv:2207.01411
• A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition
  3 Jul 2022 · 0 repositories · arXiv:2207.00940
• Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition
  2 Jul 2022 · 0 repositories · arXiv:2207.00857
• A class alignment method based on graph convolution neural network for bearing fault diagnosis in presence of missing data and changing working conditions
  1 Jul 2022 · 0 repositories
• Cross-document Misinformation Detection based on Event Graph Reasoning
  1 Jul 2022 · 1 repository
• Detecting Suicidality with a Contextual Graph Neural Network
  1 Jul 2022 · 0 repositories
• Great Truths are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
  1 Jul 2022 · 1 repository
• Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation
  1 Jul 2022 · 0 repositories
• Trajectory Forecasting on Temporal Graphs
  1 Jul 2022 · 1 repository · arXiv:2207.00255
• Transforming PageRank into an Infinite-Depth Graph Neural Network
  1 Jul 2022 · 1 repository · arXiv:2207.00684
• Modeling Teams Performance Using Deep Representational Learning on Graphs
  29 Jun 2022 · 0 repositories · arXiv:2206.14741
• Spherical Channels for Modeling Atomic Interactions
  29 Jun 2022 · 2 repositories · arXiv:2206.14331
• 3D Multi-Object Tracking with Differentiable Pose Estimation
  28 Jun 2022 · 0 repositories · arXiv:2206.13785
• Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting
  28 Jun 2022 · 1 repository · arXiv:2206.13816
• RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
  28 Jun 2022 · 0 repositories · arXiv:2206.13953
• Automatic identification of segmentation errors for radiotherapy using geometric learning
  27 Jun 2022 · 1 repository · arXiv:2206.13317
• Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set
  27 Jun 2022 · 1 repository · arXiv:2206.13211
• DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy
  27 Jun 2022 · 0 repositories · arXiv:2206.13419
• Learning to Control Local Search for Combinatorial Optimization
  27 Jun 2022 · 1 repository · arXiv:2206.13181
  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)
• Reduced Optimal Power Flow Using Graph Neural Network
  27 Jun 2022 · 0 repositories · arXiv:2206.13591
• Edge Direction-invariant Graph Neural Networks for Molecular Dipole Moments Prediction
  26 Jun 2022 · 0 repositories · arXiv:2206.12867
• Image Aesthetics Assessment Using Graph Attention Network
  26 Jun 2022 · 1 repository · arXiv:2206.12869
• Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic Graphs
  23 Jun 2022 · 4 repositories · arXiv:2206.11990
  Syntology official (archive's flag): 1 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) · 1 unverified (of 4 harvested samples)
• RetroGraph: Retrosynthetic Planning with Graph Search
  23 Jun 2022 · 1 repository · arXiv:2206.11477
• Similarity-aware Positive Instance Sampling for Graph Contrastive Pre-training
  23 Jun 2022 · 0 repositories · arXiv:2206.11959
• Agent-based Graph Neural Networks
  22 Jun 2022 · 1 repository · arXiv:2206.11010
  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)
• Heterogeneous Graph Neural Networks for Software Effort Estimation
  22 Jun 2022 · 0 repositories · arXiv:2206.11023
• Finding Diverse and Predictable Subgraphs for Graph Domain Generalization
  19 Jun 2022 · 0 repositories · arXiv:2206.09345
• Graph Neural Network Aided MU-MIMO Detectors
  19 Jun 2022 · 1 repository · arXiv:2206.09381
• Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting
  18 Jun 2022 · 1 repository · arXiv:2206.09112
• NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search
  18 Jun 2022 · 1 repository · arXiv:2206.09166
  Syntology 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)
• ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs
  17 Jun 2022 · 1 repository · arXiv:2206.08515