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Graph Neural Network

Papers archive 2025-07-28

archive papers tagged: 3,598 · with a code link: 1,516 · where Syntology ran a sample: 350 (302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (350 of 3,598 tagged: 302 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument)

Page 28 of 36: papers 2,701 to 2,800 of 3,598, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Substructure-Atom Cross Attention for Molecular Representation Learning
  15 Oct 2022 0 repositories listed
• Superpixel perception graph neural network for intelligent defect detection of aero-engine blade
  14 Oct 2022 0 repositories listed
• Behavioral graph fraud detection in E-commerce
  13 Oct 2022 0 repositories listed
• Learning Physical Dynamics with Subequivariant Graph Neural Networks
  13 Oct 2022 0 repositories listed
• Topics in Deep Learning and Optimization Algorithms for IoT Applications in Smart Transportation
  13 Oct 2022 0 repositories listed
• Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics
  12 Oct 2022 0 repositories listed
• Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems
  12 Oct 2022 0 repositories listed
• Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues
  11 Oct 2022 0 repositories listed
• Predicting fluid-structure interaction with graph neural networks
  9 Oct 2022 0 repositories listed
• Robustifying the Multi-Scale Representation of Neural Radiance Fields
  9 Oct 2022 0 repositories listed
• Bottleneck Analysis of Dynamic Graph Neural Network Inference on CPU and GPU
  8 Oct 2022 0 repositories listed
• Uplifting Message Passing Neural Network with Graph Original Information
  8 Oct 2022 0 repositories listed
• Generalized energy and gradient flow via graph framelets
  8 Oct 2022 0 repositories listed
• Learning the Network of Graphs for Graph Neural Networks
  8 Oct 2022 0 repositories listed
• Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism
  7 Oct 2022 0 repositories listed
• Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information
  7 Oct 2022 0 repositories listed
• Towards Prototype-Based Self-Explainable Graph Neural Network
  5 Oct 2022 0 repositories listed
• ASGNN: Graph Neural Networks with Adaptive Structure
  3 Oct 2022 0 repositories listed
• TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation
  3 Oct 2022 0 repositories listed
• MultiScale MeshGraphNets
  2 Oct 2022 0 repositories listed
• Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement
  1 Oct 2022 0 repositories listed
• Gait-based Age Group Classification with Adaptive Graph Neural Network
  1 Oct 2022 0 repositories listed
• HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization
  1 Oct 2022 0 repositories listed
• Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks
  1 Oct 2022 0 repositories listed
• RSGT: Relational Structure Guided Temporal Relation Extraction
  1 Oct 2022 0 repositories listed
• True or False? Detecting False Information on Social Media Using Graph Neural Networks
  1 Oct 2022 0 repositories listed
• GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials
  30 Sep 2022 0 repositories listed
• Machine learning frontier orbital energies of nanodiamonds
  30 Sep 2022 0 repositories listed
• Graph Attention Network for Camera Relocalization on Dynamic Scenes
  29 Sep 2022 0 repositories listed
• Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression
  24 Sep 2022 0 repositories listed
• Learning Decentralized Strategies for a Perimeter Defense Game with Graph Neural Networks
  24 Sep 2022 0 repositories listed
• Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting
  23 Sep 2022 0 repositories listed
• Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding
  23 Sep 2022 0 repositories listed
• Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust
  22 Sep 2022 0 repositories listed
• Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)
  21 Sep 2022 0 repositories listed
• Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks
  21 Sep 2022 0 repositories listed
• Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling
  19 Sep 2022 0 repositories listed
• Imbalanced Node Processing Method in Graph Neural Network Classification Task
  18 Sep 2022 0 repositories listed
• De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs
  17 Sep 2022 0 repositories listed
• A semantic hierarchical graph neural network for text classification
  15 Sep 2022 0 repositories listed
• Artificial Intelligence in Material Engineering: A review on applications of AI in Material Engineering
  15 Sep 2022 0 repositories listed
• DiP-GNN: Discriminative Pre-Training of Graph Neural Networks
  15 Sep 2022 0 repositories listed
• Overhead-Free Blockage Detection and Precoding Through Physics-Based Graph Neural Networks: LIDAR Data Meets Ray Tracing
  15 Sep 2022 0 repositories listed
• VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network
  15 Sep 2022 0 repositories listed
• Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos
  13 Sep 2022 0 repositories listed
• Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions
  9 Sep 2022 0 repositories listed
• Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN
  6 Sep 2022 0 repositories listed
• Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks
  3 Sep 2022 0 repositories listed
• SATformer: Transformer-Based UNSAT Core Learning
  2 Sep 2022 0 repositories listed
• A topic-aware graph neural network model for knowledge base updating
  31 Aug 2022 0 repositories listed
• A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
  30 Aug 2022 0 repositories listed
• Data Augmentation for Graph Data: Recent Advancements
  25 Aug 2022 0 repositories listed
• TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks
  25 Aug 2022 0 repositories listed
• A Review of Knowledge Graph Completion
  24 Aug 2022 0 repositories listed
• Data-Driven Approach to form Energy Resilient Smart Microgrids with Identification of Vulnerable Nodes in Active Electrical Distribution Network
  24 Aug 2022 0 repositories listed
• Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation
  23 Aug 2022 0 repositories listed
• Object Detection in Aerial Images with Uncertainty-Aware Graph Network
  23 Aug 2022 0 repositories listed
• Representation Learning of Knowledge Graph for Wireless Communication Networks
  22 Aug 2022 0 repositories listed
• Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles
  22 Aug 2022 0 repositories listed
• Representation Learning with Graph Neural Networks for Speech Emotion Recognition
  21 Aug 2022 0 repositories listed
• Graph Neural Network Based Node Deployment for Throughput Enhancement
  19 Aug 2022 0 repositories listed
• Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
  19 Aug 2022 0 repositories listed
• AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching
  18 Aug 2022 0 repositories listed
• Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems
  18 Aug 2022 0 repositories listed
• AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query
  15 Aug 2022 0 repositories listed
• Learnable Filters for Geometric Scattering Modules
  15 Aug 2022 0 repositories listed
• STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval
  15 Aug 2022 0 repositories listed
• GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs
  12 Aug 2022 0 repositories listed
• Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation
  11 Aug 2022 0 repositories listed
• Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network
  10 Aug 2022 0 repositories listed
• PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network
  7 Aug 2022 0 repositories listed
• Accelerating discrete dislocation dynamics simulations with graph neural networks
  5 Aug 2022 0 repositories listed
• PolarMOT: How Far Can Geometric Relations Take Us in 3D Multi-Object Tracking?
  3 Aug 2022 0 repositories listed
• Dress Well via Fashion Cognitive Learning
  1 Aug 2022 0 repositories listed
• See What the Robot Can't See: Learning Cooperative Perception for Visual Navigation
  1 Aug 2022 0 repositories listed
• Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
  29 Jul 2022 0 repositories listed
• Using Graph Neural Networks for Program Termination
  28 Jul 2022 0 repositories listed
• Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce
  27 Jul 2022 0 repositories listed
• Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach
  27 Jul 2022 0 repositories listed
• Unsupervised Training for Neural TSP Solver
  27 Jul 2022 0 repositories listed
• Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds
  26 Jul 2022 0 repositories listed
• Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network
  21 Jul 2022 0 repositories listed
• NeuralNEB -- Neural Networks can find Reaction Paths Fast
  20 Jul 2022 0 repositories listed
• XG-BoT: An Explainable Deep Graph Neural Network for Botnet Detection and Forensics
  19 Jul 2022 0 repositories listed
• An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management
  18 Jul 2022 0 repositories listed
• Dynamic graph neural network for fake news detection
  18 Jul 2022 0 repositories listed
• Rewiring Networks for Graph Neural Network Training Using Discrete Geometry
  16 Jul 2022 0 repositories listed
• GrabQC: Graph based Query Contextualization for automated ICD coding
  14 Jul 2022 0 repositories listed
• Graph Neural Network Bandits
  13 Jul 2022 0 repositories listed
• Neural Topological Ordering for Computation Graphs
  13 Jul 2022 0 repositories listed
• A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization
  12 Jul 2022 0 repositories listed
• Few-Shot Semantic Relation Prediction across Heterogeneous Graphs
  11 Jul 2022 0 repositories listed
• Interference-Limited Ultra-Reliable and Low-Latency Communications: Graph Neural Networks or Stochastic Geometry?
  11 Jul 2022 0 repositories listed
• On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
  10 Jul 2022 0 repositories listed
• Representation Learning in Continuous-Time Dynamic Signed Networks
  7 Jul 2022 0 repositories listed
• Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network
  6 Jul 2022 0 repositories listed
• NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction
  4 Jul 2022 0 repositories listed
• The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems
  4 Jul 2022 0 repositories listed
• A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition
  3 Jul 2022 0 repositories listed
• Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach
  3 Jul 2022 0 repositories listed