Methods › Graphs › Graph Representation Learning › Graph Neural Network › Papers, page 15

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 15 of 27: papers 1,401 to 1,500 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 Stable Graph Neural Networks via Spectral Regularization
  13 Nov 2022 · 0 repositories · arXiv:2211.06966
• Comprehensive Analysis of Over-smoothing in Graph Neural Networks from Markov Chains Perspective
  12 Nov 2022 · 0 repositories · arXiv:2211.06605
• Innovative Drug-like Molecule Generation from Flow-based Generative Model
  12 Nov 2022 · 0 repositories · arXiv:2211.06566
• A New Graph Node Classification Benchmark: Learning Structure from Histology Cell Graphs
  11 Nov 2022 · 1 repository · arXiv:2211.06292
  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)
• Contrastive Self-Supervised Learning for Skeleton Representations
  10 Nov 2022 · 0 repositories · arXiv:2211.05304
• Flaky Performances when Pretraining on Relational Databases
  9 Nov 2022 · 0 repositories · arXiv:2211.05213
• Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation
  9 Nov 2022 · 0 repositories · arXiv:2211.04754
• GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network
  8 Nov 2022 · 0 repositories · arXiv:2211.04100
• Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators
  8 Nov 2022 · 1 repository · arXiv:2211.04598
• Application of Graph Neural Networks and graph descriptors for graph classification
  7 Nov 2022 · 0 repositories · arXiv:2211.03666
• NSNet: A General Neural Probabilistic Framework for Satisfiability Problems
  7 Nov 2022 · 1 repository · arXiv:2211.03880
• Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network
  7 Nov 2022 · 0 repositories · arXiv:2211.03602
• Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG
  6 Nov 2022 · 0 repositories · arXiv:2212.02417
• 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems
  5 Nov 2022 · 0 repositories · arXiv:2211.02930
• Inductive Graph Transformer for Delivery Time Estimation
  5 Nov 2022 · 1 repository · arXiv:2211.02863
• Geometry-Complete Perceptron Networks for 3D Molecular Graphs
  4 Nov 2022 · 1 repository · arXiv:2211.02504
• Materials Property Prediction with Uncertainty Quantification: A Benchmark Study
  4 Nov 2022 · 1 repository · arXiv:2211.02235
• PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment
  4 Nov 2022 · 0 repositories · arXiv:2211.02459
• Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing
  3 Nov 2022 · 0 repositories · arXiv:2211.01969
• Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation
  3 Nov 2022 · 2 repositories · arXiv:2211.02127
  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)
• Leveraging commonsense for object localisation in partial scenes
  1 Nov 2022 · 0 repositories · arXiv:2211.00562
• Learning Modular Robot Locomotion from Demonstrations
  31 Oct 2022 · 0 repositories · arXiv:2210.17491
• The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science
  31 Oct 2022 · 1 repository · arXiv:2210.17484
• Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks
  31 Oct 2022 · 1 repository · arXiv:2210.17142
• Graph Fuzzy System: Concepts, Models and Algorithms
  30 Oct 2022 · 1 repository · arXiv:2210.16730
• Learning to Compare Nodes in Branch and Bound with Graph Neural Networks
  30 Oct 2022 · 1 repository · arXiv:2210.16934
• Search to Pass Messages for Temporal Knowledge Graph Completion
  30 Oct 2022 · 1 repository · arXiv:2210.16740
• Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition
  30 Oct 2022 · 0 repositories · arXiv:2210.16820
• Two-Level Temporal Relation Model for Online Video Instance Segmentation
  30 Oct 2022 · 1 repository · arXiv:2210.16795
• A State-Augmented Approach for Learning Optimal Resource Management Decisions in Wireless Networks
  28 Oct 2022 · 0 repositories · arXiv:2210.16412
• Physics-aware Graph Neural Network for Accurate RNA 3D Structure Prediction
  28 Oct 2022 · 1 repository · arXiv:2210.16392
• Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems
  27 Oct 2022 · 0 repositories · arXiv:2210.15177
• Discourse-Aware Emotion Cause Extraction in Conversations
  26 Oct 2022 · 0 repositories · arXiv:2210.14419
• Fusing Modalities by Multiplexed Graph Neural Networks for Outcome Prediction in Tuberculosis
  25 Oct 2022 · 1 repository · arXiv:2210.14377
• LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering
  25 Oct 2022 · 0 repositories · arXiv:2210.14360
• Teal: Learning-Accelerated Optimization of WAN Traffic Engineering
  25 Oct 2022 · 1 repository · arXiv:2210.13763
• The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection
  22 Oct 2022 · 0 repositories · arXiv:2210.12384
• Benchmarking GPU and TPU Performance with Graph Neural Networks
  21 Oct 2022 · 0 repositories · arXiv:2210.12247
• Efficient Automatic Machine Learning via Design Graphs
  21 Oct 2022 · 1 repository · arXiv:2210.12257
• DAGAD: Data Augmentation for Graph Anomaly Detection
  18 Oct 2022 · 1 repository · arXiv:2210.09766
• Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging
  18 Oct 2022 · 1 repository · arXiv:2210.09840
• Intelligent Resource Allocation in Joint Radar-Communication With Graph Neural Networks
  17 Oct 2022 · 1 repository
• Unsupervised Optimal Power Flow Using Graph Neural Networks
  17 Oct 2022 · 1 repository · arXiv:2210.09277
• MGNNI: Multiscale Graph Neural Networks with Implicit Layers
  15 Oct 2022 · 1 repository · arXiv:2210.08353
  Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• Substructure-Atom Cross Attention for Molecular Representation Learning
  15 Oct 2022 · 0 repositories · arXiv:2210.08243
• Superpixel perception graph neural network for intelligent defect detection of aero-engine blade
  14 Oct 2022 · 0 repositories · arXiv:2210.07539
• Behavioral graph fraud detection in E-commerce
  13 Oct 2022 · 0 repositories · arXiv:2210.06968
• Learning Physical Dynamics with Subequivariant Graph Neural Networks
  13 Oct 2022 · 0 repositories · arXiv:2210.06876
• Topics in Deep Learning and Optimization Algorithms for IoT Applications in Smart Transportation
  13 Oct 2022 · 0 repositories · arXiv:2210.07246
• Travel the Same Path: A Novel TSP Solving Strategy
  12 Oct 2022 · 1 repository · arXiv:2210.05906
• A General Learning Framework for Open Ad Hoc Teamwork Using Graph-based Policy Learning
  11 Oct 2022 · 1 repository · arXiv:2210.05448
• Boost Event-Driven Tactile Learning with Location Spiking Neurons
  9 Oct 2022 · 1 repository · arXiv:2210.04277
• Predicting fluid-structure interaction with graph neural networks
  9 Oct 2022 · 0 repositories · arXiv:2210.04193
• Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU
  8 Oct 2022 · 0 repositories · arXiv:2210.03900
• GRANITE: A Graph Neural Network Model for Basic Block Throughput Estimation
  8 Oct 2022 · 1 repository · arXiv:2210.03894
• Kernel-based Substructure Exploration for Next POI Recommendation
  8 Oct 2022 · 1 repository · arXiv:2210.03969
• Learning the Network of Graphs for Graph Neural Networks
  8 Oct 2022 · 0 repositories · arXiv:2210.03907
• Machine Learning Meets The Herbrand Universe
  7 Oct 2022 · 1 repository · arXiv:2210.03590
• Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information
  7 Oct 2022 · 0 repositories · arXiv:2210.03292
• Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering
  6 Oct 2022 · 1 repository · arXiv:2210.02933
• ASGNN: Graph Neural Networks with Adaptive Structure
  3 Oct 2022 · 0 repositories · arXiv:2210.01002
• DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm
  3 Oct 2022 · 1 repository · arXiv:2210.00802
• Deep Spatial Domain Generalization
  3 Oct 2022 · 1 repository · arXiv:2210.00729
  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) · 2 pointer-only (licence)
• Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation
  2 Oct 2022 · 1 repository · arXiv:2210.00538
• MultiScale MeshGraphNets
  2 Oct 2022 · 0 repositories · arXiv:2210.00612
• Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement
  1 Oct 2022 · 0 repositories · arXiv:2210.00215
• HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization
  1 Oct 2022 · 0 repositories
• Multi-level Community-awareness Graph Neural Networks for Neural Machine Translation
  1 Oct 2022 · 1 repository
• Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks
  1 Oct 2022 · 0 repositories
• RSGT: Relational Structure Guided Temporal Relation Extraction
  1 Oct 2022 · 0 repositories
• Social Bot-Aware Graph Neural Network for Early Rumor Detection
  1 Oct 2022 · 1 repository
• True or False? Detecting False Information on Social Media Using Graph Neural Networks
  1 Oct 2022 · 0 repositories
• Machine learning frontier orbital energies of nanodiamonds
  30 Sep 2022 · 0 repositories · arXiv:2210.07930
• A Graph Neural Network Approach to Automated Model Building in Cryo-EM Maps
  30 Sep 2022 · 1 repository · arXiv:2210.00006
• Graph Attention Network for Camera Relocalization on Dynamic Scenes
  29 Sep 2022 · 0 repositories · arXiv:2209.15056
• LL-GNN: Low Latency Graph Neural Networks on FPGAs for High Energy Physics
  28 Sep 2022 · 1 repository · arXiv:2209.14065
• Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
  28 Sep 2022 · 1 repository · arXiv:2209.14344
• Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting
  27 Sep 2022 · 1 repository · arXiv:2209.13123
• On Representing Linear Programs by Graph Neural Networks
  25 Sep 2022 · 1 repository · arXiv:2209.12288
  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) · 2 pointer-only (licence)
• Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
  23 Sep 2022 · 1 repository · arXiv:2209.11588
  Syntology official (archive's flag): 3 ran · 4 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; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting
  23 Sep 2022 · 0 repositories · arXiv:2209.11885
• Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding
  23 Sep 2022 · 0 repositories · arXiv:2209.11414
• A Generalist Neural Algorithmic Learner
  22 Sep 2022 · 2 repositories · arXiv:2209.11142
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust
  22 Sep 2022 · 0 repositories · arXiv:2209.10877
• Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)
  21 Sep 2022 · 0 repositories · arXiv:2209.12764
• Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks
  21 Sep 2022 · 0 repositories · arXiv:2209.13348
• A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs
  20 Sep 2022 · 1 repository · arXiv:2209.09677
• Dynamic Relevance Graph Network for Knowledge-Aware Question Answering
  20 Sep 2022 · 1 repository · arXiv:2209.09947
• Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling
  19 Sep 2022 · 0 repositories · arXiv:2209.09245
• De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
  17 Sep 2022 · 0 repositories · arXiv:2209.08311
• A generalized-template-based graph neural network for accurate organic reactivity prediction
  15 Sep 2022 · 1 repository
• A semantic hierarchical graph neural network for text classification
  15 Sep 2022 · 0 repositories · arXiv:2209.07031
• Earthquake Phase Association with Graph Neural Networks
  15 Sep 2022 · 1 repository · arXiv:2209.07086
• Overhead-Free Blockage Detection and Precoding Through Physics-Based Graph Neural Networks: LIDAR Data Meets Ray Tracing
  15 Sep 2022 · 0 repositories · arXiv:2209.07350
• Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-Learning
  14 Sep 2022 · 1 repository · arXiv:2209.13530
• Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot Classification
  13 Sep 2022 · 1 repository · arXiv:2209.06005
• Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions
  9 Sep 2022 · 0 repositories · arXiv:2209.04185
• Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube
  7 Sep 2022 · 1 repository · arXiv:2209.03042
• Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN
  6 Sep 2022 · 0 repositories · arXiv:2209.02551
• Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach
  3 Sep 2022 · 3 repositories