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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 24 of 36: papers 2,301 to 2,400 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.

• From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach
  6 Nov 2023 0 repositories listed
• A Systematic Review of Deep Graph Neural Networks: Challenges, Classification, Architectures, Applications & Potential Utility in Bioinformatics
  3 Nov 2023 0 repositories listed
• Pairing-based graph neural network for simulating quantum materials
  3 Nov 2023 0 repositories listed
• ATGNN: Audio Tagging Graph Neural Network
  2 Nov 2023 0 repositories listed
• Attacking Graph Neural Networks with Bit Flips: Weisfeiler and Lehman Go Indifferent
  2 Nov 2023 0 repositories listed
• Graph Neural Networks for Topological Feature Extraction in ECG Classification
  2 Nov 2023 0 repositories listed
• Entity Alignment Method of Science and Technology Patent based on Graph Convolution Network and Information Fusion
  1 Nov 2023 0 repositories listed
• Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures
  1 Nov 2023 0 repositories listed
• Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network
  1 Nov 2023 0 repositories listed
• Autoregressive Renaissance in Neural PDE Solvers
  30 Oct 2023 0 repositories listed
• LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation
  30 Oct 2023 0 repositories listed
• MAG-GNN: Reinforcement Learning Boosted Graph Neural Network
  29 Oct 2023 0 repositories listed
• Topological, or Non-topological? A Deep Learning Based Prediction
  29 Oct 2023 0 repositories listed
• Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs
  27 Oct 2023 0 repositories listed
• One Model Fits All: Cross-Region Taxi-Demand Forecasting
  27 Oct 2023 0 repositories listed
• A Hybrid Graph Network for Complex Activity Detection in Video
  26 Oct 2023 0 repositories listed
• GNN-GMVO: Graph Neural Networks for Optimizing Gross Merchandise Value in Similar Item Recommendation
  26 Oct 2023 0 repositories listed
• Network Design through Graph Neural Networks: Identifying Challenges and Improving Performance
  26 Oct 2023 0 repositories listed
• ABKD: Graph Neural Network Compression with Attention-Based Knowledge Distillation
  24 Oct 2023 0 repositories listed
• Cross-view Self-localization from Synthesized Scene-graphs
  24 Oct 2023 0 repositories listed
• A Hybrid GNN approach for predicting node data for 3D meshes
  23 Oct 2023 0 repositories listed
• Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries
  23 Oct 2023 0 repositories listed
• Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction
  19 Oct 2023 0 repositories listed
• Exploring Graph Neural Networks for Indian Legal Judgment Prediction
  19 Oct 2023 0 repositories listed
• End-to-End Heterogeneous Graph Neural Networks for Traffic Assignment
  19 Oct 2023 0 repositories listed
• MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale
  19 Oct 2023 0 repositories listed Syntology 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) · 1 unverified (of 6 harvested samples)
• Building a Graph-based Deep Learning network model from captured traffic traces
  18 Oct 2023 0 repositories listed
• Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation
  18 Oct 2023 0 repositories listed
• Accelerating Scalable Graph Neural Network Inference with Node-Adaptive Propagation
  17 Oct 2023 0 repositories listed
• Analyzing Modularity Maximization in Approximation, Heuristic, and Graph Neural Network Algorithms for Community Detection
  17 Oct 2023 0 repositories listed
• Graph Neural Network approaches for single-cell data: A recent overview
  14 Oct 2023 0 repositories listed
• Heterophily-Based Graph Neural Network for Imbalanced Classification
  12 Oct 2023 0 repositories listed
• Enhanced sampling of Crystal Nucleation with Graph Representation Learnt Variables
  11 Oct 2023 0 repositories listed
• Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS
  11 Oct 2023 0 repositories listed
• Hybrid Recommendation System using Graph Neural Network and BERT Embeddings
  7 Oct 2023 0 repositories listed
• AUTOPARLLM: GNN-Guided Automatic Code Parallelization using Large Language Models
  6 Oct 2023 0 repositories listed
• Graph Neural Networks for Fast Contingency Analysis of Power Systems
  6 Oct 2023 0 repositories listed
• Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix
  4 Oct 2023 0 repositories listed
• Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks
  4 Oct 2023 0 repositories listed
• EGraFFBench: Evaluation of Equivariant Graph Neural Network Force Fields for Atomistic Simulations
  3 Oct 2023 0 repositories listed
• Graph Neural Network-based EEG Classification: A Survey
  3 Oct 2023 0 repositories listed
• SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering
  3 Oct 2023 0 repositories listed
• Integration of Graph Neural Network and Neural-ODEs for Tumor Dynamic Prediction
  2 Oct 2023 0 repositories listed
• Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods
  2 Oct 2023 0 repositories listed
• Physics-Informed Graph Neural Network for Dynamic Reconfiguration of Power Systems
  1 Oct 2023 0 repositories listed
• Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity
  1 Oct 2023 0 repositories listed
• Generative Design of inorganic compounds using deep diffusion language models
  30 Sep 2023 0 repositories listed
• ResolvNet: A Graph Convolutional Network with multi-scale Consistency
  30 Sep 2023 0 repositories listed
• DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems
  29 Sep 2023 0 repositories listed
• Learning Decentralized Flocking Controllers with Spatio-Temporal Graph Neural Network
  29 Sep 2023 0 repositories listed
• Reinforcement Learning for Node Selection in Branch-and-Bound
  29 Sep 2023 0 repositories listed
• Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation
  28 Sep 2023 0 repositories listed
• GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations
  28 Sep 2023 0 repositories listed
• XGV-BERT: Leveraging Contextualized Language Model and Graph Neural Network for Efficient Software Vulnerability Detection
  26 Sep 2023 0 repositories listed
• A Model-Agnostic Graph Neural Network for Integrating Local and Global Information
  23 Sep 2023 0 repositories listed
• Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading
  22 Sep 2023 0 repositories listed
• ProtoEM: A Prototype-Enhanced Matching Framework for Event Relation Extraction
  22 Sep 2023 0 repositories listed
• Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening
  20 Sep 2023 0 repositories listed
• Localize, Retrieve and Fuse: A Generalized Framework for Free-Form Question Answering over Tables
  20 Sep 2023 0 repositories listed
• Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning
  19 Sep 2023 0 repositories listed
• A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid
  18 Sep 2023 0 repositories listed
• DeepHEN: quantitative prediction essential lncRNA genes and rethinking essentialities of lncRNA genes
  18 Sep 2023 0 repositories listed
• Efficient Low-Rank GNN Defense Against Structural Attacks
  18 Sep 2023 0 repositories listed
• Towards Differential Privacy in Sequential Recommendation: A Noisy Graph Neural Network Approach
  17 Sep 2023 0 repositories listed
• VulnSense: Efficient Vulnerability Detection in Ethereum Smart Contracts by Multimodal Learning with Graph Neural Network and Language Model
  15 Sep 2023 0 repositories listed
• XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN
  15 Sep 2023 0 repositories listed
• Is Solving Graph Neural Tangent Kernel Equivalent to Training Graph Neural Network?
  14 Sep 2023 0 repositories listed
• Naturalistic Robot Arm Trajectory Generation via Representation Learning
  14 Sep 2023 0 repositories listed
• Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors
  13 Sep 2023 0 repositories listed
• Self-explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction
  12 Sep 2023 0 repositories listed
• SAF: Smart Aggregation Framework for Revealing Atoms Importance Rank and Improving Prediction Rates in Drug Discovery
  12 Sep 2023 0 repositories listed
• A parameterised model for link prediction using node centrality and similarity measure based on graph embedding
  11 Sep 2023 0 repositories listed
• Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis
  11 Sep 2023 0 repositories listed
• Efficient Network Representation for GNN-based Intrusion Detection
  11 Sep 2023 0 repositories listed
• Finding Influencers in Complex Networks: An Effective Deep Reinforcement Learning Approach
  9 Sep 2023 0 repositories listed
• A Long-Tail Friendly Representation Framework for Artist and Music Similarity
  8 Sep 2023 0 repositories listed
• Media Moments and Corporate Connections: A Deep Learning Approach to Stock Movement Classification
  8 Sep 2023 0 repositories listed
• DGC: Training Dynamic Graphs with Spatio-Temporal Non-Uniformity using Graph Partitioning by Chunks
  7 Sep 2023 0 repositories listed
• Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach
  6 Sep 2023 0 repositories listed
• MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting
  30 Aug 2023 0 repositories listed
• Spatial Graph Coarsening: Weather and Weekday Prediction with London's Bike-Sharing Service using GNN
  30 Aug 2023 0 repositories listed
• An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training
  29 Aug 2023 0 repositories listed
• Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery
  28 Aug 2023 0 repositories listed
• A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning
  27 Aug 2023 0 repositories listed
• Pose Modulated Avatars from Video
  23 Aug 2023 0 repositories listed
• Will More Expressive Graph Neural Networks do Better on Generative Tasks?
  23 Aug 2023 0 repositories listed
• Preserving Specificity in Federated Graph Learning for fMRI-based Neurological Disorder Identification
  20 Aug 2023 0 repositories listed
• GNNPipe: Scaling Deep GNN Training with Pipelined Model Parallelism
  19 Aug 2023 0 repositories listed
• Graph Neural Network Backend for Speaker Recognition
  17 Aug 2023 0 repositories listed
• Graph Out-of-Distribution Generalization with Controllable Data Augmentation
  16 Aug 2023 0 repositories listed
• Decentralized Graph Neural Network for Privacy-Preserving Recommendation
  15 Aug 2023 0 repositories listed
• Freshness or Accuracy, Why Not Both? Addressing Delayed Feedback via Dynamic Graph Neural Networks
  15 Aug 2023 0 repositories listed
• Cross-heterogeneity Graph Few-shot Learning
  10 Aug 2023 0 repositories listed
• Differentially Private Graph Neural Network with Importance-Grained Noise Adaption
  9 Aug 2023 0 repositories listed
• Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors
  9 Aug 2023 0 repositories listed
• Predicting Drug-Drug Interactions Using Knowledge Graphs
  8 Aug 2023 0 repositories listed
• Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models
  8 Aug 2023 0 repositories listed
• Local Structure-aware Graph Contrastive Representation Learning
  7 Aug 2023 0 repositories listed
• Uncertainty-aware Consistency Learning for Cold-Start Item Recommendation
  7 Aug 2023 0 repositories listed
• Factor Graph Neural Networks
  2 Aug 2023 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.