Methods › Graphs › Graph Models › GraphSAGE

GraphSAGE

132 papers tagged archive 2025-07-28

Introduced by William L. Hamilton et al. in Inductive Representation Learning on Large Graphs

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

Papers archive 2025-07-28

30 shown of 132, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.

• Cooperative Causal GraphSAGE
  20 May 2025 · 0 repositories · arXiv:2505.14748
• GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical Informatics
  15 May 2025 · 1 repository · arXiv:2505.10711
• Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs
  12 May 2025 · 0 repositories · arXiv:2505.14699
• STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis
  6 May 2025 · 0 repositories · arXiv:2505.03123
• Improving Local Air Quality Predictions Using Transfer Learning on Satellite Data and Graph Neural Networks
  23 Apr 2025 · 0 repositories · arXiv:2505.05479
• Benchmarking machine learning models for predicting aerofoil performance
  22 Apr 2025 · 0 repositories · arXiv:2504.15993
• Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention
  11 Apr 2025 · 0 repositories · arXiv:2504.08183
• Graphs are everywhere -- Psst! In Music Recommendation too
  3 Apr 2025 · 0 repositories · arXiv:2504.02598
• Inductive Graph Representation Learning with Quantum Graph Neural Networks
  31 Mar 2025 · 0 repositories · arXiv:2503.24111
• Comparing Methods for Bias Mitigation in Graph Neural Networks
  28 Mar 2025 · 0 repositories · arXiv:2503.22569
• PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids
  26 Mar 2025 · 0 repositories · arXiv:2503.22721
• Enhanced Soups for Graph Neural Networks
  14 Mar 2025 · 1 repository · arXiv:2503.11612
• Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election
  3 Mar 2025 · 0 repositories · arXiv:2503.01394
• Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention
  3 Mar 2025 · 0 repositories · arXiv:2503.01284
• CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection
  2 Mar 2025 · 1 repository · arXiv:2503.00961
• Generic Multimodal Spatially Graph Network for Spatially Embedded Network Representation Learning
  1 Feb 2025 · 0 repositories · arXiv:2502.00530
• Training Graph Neural Networks Using Non-Robust Samples
  19 Dec 2024 · 0 repositories · arXiv:2412.14738
• Predictive Query-based Pipeline for Graph Data
  13 Dec 2024 · 0 repositories · arXiv:2412.09940
• Graph-Powered Defense: Controller Area Network Intrusion Detection for Unmanned Aerial Vehicles
  3 Dec 2024 · 0 repositories · arXiv:2412.02539
• Gradient Inversion Attack on Graph Neural Networks
  29 Nov 2024 · 0 repositories · arXiv:2411.19440
• Graph Neural Networks for Heart Failure Prediction on an EHR-Based Patient Similarity Graph
  29 Nov 2024 · 1 repository · arXiv:2411.19742
• Scale Invariance of Graph Neural Networks
  28 Nov 2024 · 1 repository · arXiv:2411.19392
• Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction
  6 Nov 2024 · 0 repositories · arXiv:2411.04055
• MassiveGNN: Efficient Training via Prefetching for Massively Connected Distributed Graphs
  30 Oct 2024 · 1 repository · arXiv:2410.22697
• Understanding the Effect of GCN Convolutions in Regression Tasks
  26 Oct 2024 · 0 repositories · arXiv:2410.20068
• Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment
  23 Sep 2024 · 0 repositories · arXiv:2409.17909
• Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure
  23 Sep 2024 · 0 repositories · arXiv:2410.05278
• SpaGBOL: Spatial-Graph-Based Orientated Localisation
  23 Sep 2024 · 1 repository · arXiv:2409.15514
• High-Order Evolving Graphs for Enhanced Representation of Traffic Dynamics
  17 Sep 2024 · 0 repositories · arXiv:2409.11206
• Robust Text-to-Cypher Using Combination of BERT, GraphSAGE, and Transformer (CoBGT) Model
  4 Sep 2024 · 0 repositories

Tasks archive 2025-07-28

20 shown of 124 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Usage over time archive 2025-07-28

Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).

Categories archive 2025-07-28

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