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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 26 of 36: papers 2,501 to 2,600 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.

• Adaptive Gated Graph Convolutional Network for Explainable Diagnosis of Alzheimer's Disease using EEG Data
  12 Apr 2023 0 repositories listed
• Dynamic Graph Representation Learning with Neural Networks: A Survey
  12 Apr 2023 0 repositories listed
• Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics
  12 Apr 2023 0 repositories listed
• A Comprehensive Survey on Deep Graph Representation Learning
  11 Apr 2023 0 repositories listed
• BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection
  7 Apr 2023 0 repositories listed
• ParaGraph: Weighted Graph Representation for Performance Optimization of HPC Kernels
  7 Apr 2023 0 repositories listed
• Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User Matching
  6 Apr 2023 0 repositories listed
• Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment
  4 Apr 2023 0 repositories listed
• FMGNN: Fused Manifold Graph Neural Network
  3 Apr 2023 0 repositories listed
• MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering
  31 Mar 2023 0 repositories listed
• On the Relationships between Graph Neural Networks for the Simulation of Physical Systems and Classical Numerical Methods
  31 Mar 2023 0 repositories listed
• Semi-Weakly Supervised Object Kinematic Motion Prediction
  31 Mar 2023 0 repositories listed
• Progress towards an improved particle flow algorithm at CMS with machine learning
  30 Mar 2023 0 repositories listed
• Futures Quantitative Investment with Heterogeneous Continual Graph Neural Network
  29 Mar 2023 0 repositories listed
• Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes
  27 Mar 2023 0 repositories listed
• Knowledge Enhanced Graph Neural Networks for Graph Completion
  27 Mar 2023 0 repositories listed
• Multi-Flow Transmission in Wireless Interference Networks: A Convergent Graph Learning Approach
  27 Mar 2023 0 repositories listed
• Railway Network Delay Evolution: A Heterogeneous Graph Neural Network Approach
  27 Mar 2023 0 repositories listed
• FairGAT: Fairness-aware Graph Attention Networks
  26 Mar 2023 0 repositories listed
• Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN)
  25 Mar 2023 0 repositories listed
• Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)
  25 Mar 2023 0 repositories listed
• GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism
  24 Mar 2023 0 repositories listed
• Two-level Graph Network for Few-Shot Class-Incremental Learning
  24 Mar 2023 0 repositories listed
• It is all Connected: A New Graph Formulation for Spatio-Temporal Forecasting
  23 Mar 2023 0 repositories listed
• A Comparison of Graph Neural Networks for Malware Classification
  22 Mar 2023 0 repositories listed
• Three iterations of (d-1)-WL test distinguish non isometric clouds of d-dimensional points
  22 Mar 2023 0 repositories listed
• Deep trip generation with graph neural networks for bike sharing system expansion
  20 Mar 2023 0 repositories listed
• Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms
  20 Mar 2023 0 repositories listed
• The Graph feature fusion technique for speaker recognition based on wav2vec2.0 framework
  19 Mar 2023 0 repositories listed
• GNNFormer: A Graph-based Framework for Cytopathology Report Generation
  17 Mar 2023 0 repositories listed
• High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion
  17 Mar 2023 0 repositories listed
• Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection
  15 Mar 2023 0 repositories listed
• RGI : Regularized Graph Infomax for self-supervised learning on graphs
  15 Mar 2023 0 repositories listed
• Graph Neural Network Surrogates of Fair Graph Filtering
  14 Mar 2023 0 repositories listed
• End-to-end Deformable Attention Graph Neural Network for Single-view Liver Mesh Reconstruction
  13 Mar 2023 0 repositories listed
• Spatial Correspondence between Graph Neural Network-Segmented Images
  12 Mar 2023 0 repositories listed
• Graph Neural Networks Enhanced Smart Contract Vulnerability Detection of Educational Blockchain
  8 Mar 2023 0 repositories listed
• Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks
  6 Mar 2023 0 repositories listed
• Unlearnable Graph: Protecting Graphs from Unauthorized Exploitation
  5 Mar 2023 0 repositories listed
• Estimating the parameters of epidemic spread on two-layer random graphs: a classical and a neural network approach
  3 Mar 2023 0 repositories listed
• Node-Specific Space Selection via Localized Geometric Hyperbolicity in Graph Neural Networks
  3 Mar 2023 0 repositories listed
• Technical report: Graph Neural Networks go Grammatical
  2 Mar 2023 0 repositories listed
• Asymmetric Learning for Graph Neural Network based Link Prediction
  1 Mar 2023 0 repositories listed
• A Dataset for Learning Graph Representations to Predict Customer Returns in Fashion Retail
  27 Feb 2023 0 repositories listed
• DeepSeq: Deep Sequential Circuit Learning
  27 Feb 2023 0 repositories listed
• Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion
  27 Feb 2023 0 repositories listed
• Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems
  27 Feb 2023 0 repositories listed
• Invariant Layers for Graphs with Nodes of Different Types
  27 Feb 2023 0 repositories listed
• 3D PETCT Tumor Lesion Segmentation via GCN Refinement
  24 Feb 2023 0 repositories listed
• Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs
  23 Feb 2023 0 repositories listed
• KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks
  22 Feb 2023 0 repositories listed
• Power Constrained Autotuning using Graph Neural Networks
  22 Feb 2023 0 repositories listed
• Structure Embedded Nucleus Classification for Histopathology Images
  22 Feb 2023 0 repositories listed
• Time-varying Signals Recovery via Graph Neural Networks
  22 Feb 2023 0 repositories listed
• Deep Reinforcement Learning Based on Local GNN for Goal-conditioned Deformable Object Rearranging
  21 Feb 2023 0 repositories listed
• MulGT: Multi-task Graph-Transformer with Task-aware Knowledge Injection and Domain Knowledge-driven Pooling for Whole Slide Image Analysis
  21 Feb 2023 0 repositories listed
• Dynamic Graph Neural Network with Adaptive Edge Attributes for Air Quality Predictions
  20 Feb 2023 0 repositories listed
• Multi-Behavior Graph Neural Networks for Recommender System
  17 Feb 2023 0 repositories listed
• Graph Attention Multi-Agent Fleet Autonomy for Advanced Air Mobility
  14 Feb 2023 0 repositories listed
• Expediting Distributed DNN Training with Device Topology-Aware Graph Deployment
  13 Feb 2023 0 repositories listed
• Homophily-oriented Heterogeneous Graph Rewiring
  13 Feb 2023 0 repositories listed
• Inferring Player Location in Sports Matches: Multi-Agent Spatial Imputation from Limited Observations
  13 Feb 2023 0 repositories listed
• Learning and Aggregating Lane Graphs for Urban Automated Driving
  13 Feb 2023 0 repositories listed
• Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning
  13 Feb 2023 0 repositories listed
• Semi-decentralized Federated Ego Graph Learning for Recommendation
  10 Feb 2023 0 repositories listed
• Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems through Graph Neural Networks
  8 Feb 2023 0 repositories listed
• Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks
  8 Feb 2023 0 repositories listed
• SimCGNN: Simple Contrastive Graph Neural Network for Session-based Recommendation
  8 Feb 2023 0 repositories listed
• An Implicit GNN Solver for Poisson-like problems
  6 Feb 2023 0 repositories listed
• Bi-level Multi-objective Evolutionary Learning: A Case Study on Multi-task Graph Neural Topology Search
  6 Feb 2023 0 repositories listed
• Generating Dispatching Rules for the Interrupting Swap-Allowed Blocking Job Shop Problem Using Graph Neural Network and Reinforcement Learning
  5 Feb 2023 0 repositories listed
• Reply to: Inability of a graph neural network heuristic to outperform greedy algorithms in solving combinatorial optimization problems
  3 Feb 2023 0 repositories listed
• Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction
  3 Feb 2023 0 repositories listed
• Causal Lifting and Link Prediction
  2 Feb 2023 0 repositories listed
• Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling
  2 Feb 2023 0 repositories listed
• Predicting Molecule-Target Interaction by Learning Biomedical Network and Molecule Representations
  2 Feb 2023 0 repositories listed
• Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design
  1 Feb 2023 0 repositories listed
• Graph Neural Operators for Classification of Spatial Transcriptomics Data
  1 Feb 2023 0 repositories listed
• Simple yet Effective Gradient-Free Graph Convolutional Networks
  1 Feb 2023 0 repositories listed
• Complete Neural Networks for Complete Euclidean Graphs
  31 Jan 2023 0 repositories listed
• Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks
  31 Jan 2023 0 repositories listed
• Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN)
  31 Jan 2023 0 repositories listed
• Graph Neural Network Framework for Security Assessment Informed by Topological Measures
  30 Jan 2023 0 repositories listed
• 3D Object Detection in LiDAR Point Clouds using Graph Neural Networks
  29 Jan 2023 0 repositories listed
• Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction
  29 Jan 2023 0 repositories listed
• GDBN: a Graph Neural Network Approach to Dynamic Bayesian Network
  28 Jan 2023 0 repositories listed
• Layout-aware Webpage Quality Assessment
  28 Jan 2023 0 repositories listed
• RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning
  28 Jan 2023 0 repositories listed
• A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks
  27 Jan 2023 0 repositories listed
• Graph Attention with Hierarchies for Multi-hop Question Answering
  27 Jan 2023 0 repositories listed
• A Graph Neural Network with Negative Message Passing for Graph Coloring
  26 Jan 2023 0 repositories listed
• PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices
  26 Jan 2023 0 repositories listed
• Spatio-Temporal Graph Neural Networks: A Survey
  25 Jan 2023 0 repositories listed
• Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective
  25 Jan 2023 0 repositories listed
• Improving Signed Propagation for Graph Neural Networks in Multi-Class Environments
  21 Jan 2023 0 repositories listed
• DoubleH: Twitter User Stance Detection via Bipartite Graph Neural Networks
  20 Jan 2023 0 repositories listed
• Multi-agent Reinforcement Learning with Graph Q-Networks for Antenna Tuning
  20 Jan 2023 0 repositories listed
• A Comparative Analysis of Bias Amplification in Graph Neural Network Approaches for Recommender Systems
  18 Jan 2023 0 repositories listed
• FreshGNN: Reducing Memory Access via Stable Historical Embeddings for Graph Neural Network Training
  18 Jan 2023 0 repositories listed
• Classification of vertices on social networks by multiple approaches
  13 Jan 2023 0 repositories listed