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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 19 of 36: papers 1,801 to 1,900 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.

• Neural Graph Simulator for Complex Systems
  14 Nov 2024 0 repositories listed
• A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis
  13 Nov 2024 0 repositories listed
• Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network
  13 Nov 2024 0 repositories listed
• Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning
  13 Nov 2024 0 repositories listed
• Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation
  13 Nov 2024 0 repositories listed
• Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection
  12 Nov 2024 0 repositories listed
• Constraints and Variables Reduction for Optimal Power Flow Using Hierarchical Graph Neural Networks with Virtual Node-Splitting
  9 Nov 2024 0 repositories listed
• Topology-aware Reinforcement Feature Space Reconstruction for Graph Data
  8 Nov 2024 0 repositories listed
• YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training
  8 Nov 2024 0 repositories listed
• ComFairGNN: Community Fair Graph Neural Network
  7 Nov 2024 0 repositories listed
• Cybercrime Prediction via Geographically Weighted Learning
  7 Nov 2024 0 repositories listed
• Enhancing Missing Data Imputation through Combined Bipartite Graph and Complete Directed Graph
  7 Nov 2024 0 repositories listed
• Sampling-guided Heterogeneous Graph Neural Network with Temporal Smoothing for Scalable Longitudinal Data Imputation
  7 Nov 2024 0 repositories listed
• Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation
  6 Nov 2024 0 repositories listed
• Multi-branch Spatio-Temporal Graph Neural Network For Efficient Ice Layer Thickness Prediction
  6 Nov 2024 0 repositories listed
• TIMBRE: Efficient Job Recommendation On Heterogeneous Graphs For Professional Recruiters
  6 Nov 2024 0 repositories listed
• DM4Steal: Diffusion Model For Link Stealing Attack On Graph Neural Networks
  5 Nov 2024 0 repositories listed
• JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs
  5 Nov 2024 0 repositories listed
• SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features
  5 Nov 2024 0 repositories listed
• Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches
  4 Nov 2024 0 repositories listed
• Do graph neural network states contain graph properties?
  4 Nov 2024 0 repositories listed
• GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-making
  3 Nov 2024 0 repositories listed
• Graph-based Confidence Calibration for Large Language Models
  3 Nov 2024 0 repositories listed
• Guiding Genetic Programming with Graph Neural Networks
  3 Nov 2024 0 repositories listed
• Lorentz-Equivariant Quantum Graph Neural Network for High-Energy Physics
  3 Nov 2024 0 repositories listed
• Multimodal Graph Neural Network for Recommendation with Dynamic De-redundancy and Modality-Guided Feature De-noisy
  3 Nov 2024 0 repositories listed
• DeepSeq2: Enhanced Sequential Circuit Learning with Disentangled Representations
  1 Nov 2024 0 repositories listed
• Compositional Automata Embeddings for Goal-Conditioned Reinforcement Learning
  31 Oct 2024 0 repositories listed
• Detecting text level intellectual influence with knowledge graph embeddings
  31 Oct 2024 0 repositories listed
• Conditional Forecasting of Margin Calls using Dynamic Graph Neural Networks
  30 Oct 2024 0 repositories listed
• Graph-Augmented Relation Extraction Model with LLMs-Generated Support Document
  30 Oct 2024 0 repositories listed
• NASM: Neural Anisotropic Surface Meshing
  30 Oct 2024 0 repositories listed
• PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation
  30 Oct 2024 0 repositories listed
• A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification
  29 Oct 2024 0 repositories listed
• LogSHIELD: A Graph-based Real-time Anomaly Detection Framework using Frequency Analysis
  29 Oct 2024 0 repositories listed
• Robust Graph Neural Networks for Stability Analysis in Dynamic Networks
  29 Oct 2024 0 repositories listed
• SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment
  28 Oct 2024 0 repositories listed
• Age of Information-Oriented Probabilistic Link Scheduling for Device-to-Device Networks
  26 Oct 2024 0 repositories listed
• Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction
  26 Oct 2024 0 repositories listed
• Sparse Decomposition of Graph Neural Networks
  25 Oct 2024 0 repositories listed
• Exploring structure diversity in atomic resolution microscopy with graph neural networks
  23 Oct 2024 0 repositories listed
• Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks
  23 Oct 2024 0 repositories listed
• Geometric Graph Neural Network Modeling of Human Interactions in Crowded Environments
  22 Oct 2024 0 repositories listed
• Graph Neural Network-Accelerated Network-Reconfigured Optimal Power Flow
  22 Oct 2024 0 repositories listed
• Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network
  17 Oct 2024 0 repositories listed
• GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation
  17 Oct 2024 0 repositories listed
• GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation
  17 Oct 2024 0 repositories listed Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems
  17 Oct 2024 0 repositories listed
• Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks
  16 Oct 2024 0 repositories listed
• Backdoor Attack on Vertical Federated Graph Neural Network Learning
  15 Oct 2024 0 repositories listed
• CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs
  15 Oct 2024 0 repositories listed
• KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction
  15 Oct 2024 0 repositories listed
• Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix
  14 Oct 2024 0 repositories listed
• Deep Learning-driven Mobile Traffic Measurement Collection and Analysis
  14 Oct 2024 0 repositories listed
• DiRW: Path-Aware Digraph Learning for Heterophily
  14 Oct 2024 0 repositories listed
• NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms
  14 Oct 2024 0 repositories listed
• Generalization of Compositional Tasks with Logical Specification via Implicit Planning
  13 Oct 2024 0 repositories listed
• Heterogeneous Graph Neural Network for Cooperative ISAC Beamforming in Cell-Free MIMO Systems
  13 Oct 2024 0 repositories listed
• Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification
  12 Oct 2024 0 repositories listed
• Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis
  11 Oct 2024 0 repositories listed
• Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks
  11 Oct 2024 0 repositories listed
• Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning
  10 Oct 2024 0 repositories listed
• HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter
  10 Oct 2024 0 repositories listed
• DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions
  9 Oct 2024 0 repositories listed
• Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning
  9 Oct 2024 0 repositories listed
• Multi-Task Program Error Repair and Explanatory Diagnosis
  9 Oct 2024 0 repositories listed
• A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection
  8 Oct 2024 0 repositories listed
• Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow
  7 Oct 2024 0 repositories listed
• Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility
  4 Oct 2024 0 repositories listed
• LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences
  3 Oct 2024 0 repositories listed
• Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks
  3 Oct 2024 0 repositories listed
• SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design
  3 Oct 2024 0 repositories listed
• Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks
  2 Oct 2024 0 repositories listed
• Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling
  2 Oct 2024 0 repositories listed
• Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power
  2 Oct 2024 0 repositories listed
• Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism
  1 Oct 2024 0 repositories listed
• Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning
  29 Sep 2024 0 repositories listed
• Evaluating Financial Relational Graphs: Interpretation Before Prediction
  28 Sep 2024 0 repositories listed
• HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation
  27 Sep 2024 0 repositories listed
• Review of Digital Asset Development with Graph Neural Network Unlearning
  27 Sep 2024 0 repositories listed
• Causality-based Subject and Task Fingerprints using fMRI Time-series Data
  26 Sep 2024 0 repositories listed
• Hand-object reconstruction via interaction-aware graph attention mechanism
  26 Sep 2024 0 repositories listed
• On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
  26 Sep 2024 0 repositories listed
• Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment
  23 Sep 2024 0 repositories listed
• Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure
  23 Sep 2024 0 repositories listed
• MotifDisco: Motif Causal Discovery For Time Series Motifs
  23 Sep 2024 0 repositories listed
• Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature
  21 Sep 2024 0 repositories listed
• A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network
  20 Sep 2024 0 repositories listed
• CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers
  19 Sep 2024 0 repositories listed
• Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization
  19 Sep 2024 0 repositories listed
• Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics
  18 Sep 2024 0 repositories listed
• World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography
  18 Sep 2024 0 repositories listed
• Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties
  16 Sep 2024 0 repositories listed
• Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems
  16 Sep 2024 0 repositories listed
• Predicting building types and functions at transnational scale
  15 Sep 2024 0 repositories listed
• Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks
  14 Sep 2024 0 repositories listed
• Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model
  14 Sep 2024 0 repositories listed
• ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model
  13 Sep 2024 0 repositories listed
• Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video
  12 Sep 2024 0 repositories listed
• GRE^2-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning
  12 Sep 2024 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.