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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 18 of 36: papers 1,701 to 1,800 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.

• ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels
  6 Feb 2025 0 repositories listed
• Learning Semantics-aware Search Operators for Genetic Programming
  6 Feb 2025 0 repositories listed
• SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning
  6 Feb 2025 0 repositories listed
• Contrastive Token-level Explanations for Graph-based Rumour Detection
  5 Feb 2025 0 repositories listed
• Prediction of the Most Fire-Sensitive Point in Building Structures with Differentiable Agents for Thermal Simulators
  5 Feb 2025 0 repositories listed
• Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies
  5 Feb 2025 0 repositories listed
• MAGNNET: Multi-Agent Graph Neural Network-based Efficient Task Allocation for Autonomous Vehicles with Deep Reinforcement Learning
  4 Feb 2025 0 repositories listed
• Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks
  2 Feb 2025 0 repositories listed
• Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration
  31 Jan 2025 0 repositories listed
• ACTGNN: Assessment of Clustering Tendency with Synthetically-Trained Graph Neural Networks
  30 Jan 2025 0 repositories listed
• Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models
  30 Jan 2025 0 repositories listed
• Applying Ensemble Models based on Graph Neural Network and Reinforcement Learning for Wind Power Forecasting
  28 Jan 2025 0 repositories listed
• Hypergraph Diffusion for High-Order Recommender Systems
  28 Jan 2025 0 repositories listed
• Graph Neural Network Based Hybrid Beamforming Design in Wideband Terahertz MIMO-OFDM Systems
  27 Jan 2025 0 repositories listed
• GraphICL: Unlocking Graph Learning Potential in LLMs through Structured Prompt Design
  27 Jan 2025 0 repositories listed
• Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space
  26 Jan 2025 0 repositories listed Syntology 2 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples) · 3 pointer-only (licence)
• Data Center Cooling System Optimization Using Offline Reinforcement Learning
  25 Jan 2025 0 repositories listed
• Utilizing Graph Neural Networks for Effective Link Prediction in Microservice Architectures
  25 Jan 2025 0 repositories listed
• Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition
  24 Jan 2025 0 repositories listed
• Graph Neural Network Based Beamforming and RIS Reflection Design in A Multi-RIS Assisted Wireless Network
  24 Jan 2025 0 repositories listed
• The Road to Learning Explainable Inverse Kinematic Models: Graph Neural Networks as Inductive Bias for Symbolic Regression
  23 Jan 2025 0 repositories listed
• A Hybrid Supervised and Self-Supervised Graph Neural Network for Edge-Centric Applications
  21 Jan 2025 0 repositories listed
• SafePowerGraph-HIL: Real-Time HIL Validation of Heterogeneous GNNs for Bridging Sim-to-Real Gap in Power Grids
  21 Jan 2025 0 repositories listed
• Fast instance-specific algorithm configuration with graph neural network
  20 Jan 2025 0 repositories listed
• Fast Searching of Extreme Operating Conditions for Relay Protection Setting Calculation Based on Graph Neural Network and Reinforcement Learning
  16 Jan 2025 0 repositories listed
• Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression
  14 Jan 2025 0 repositories listed
• A Heterogeneous Multimodal Graph Learning Framework for Recognizing User Emotions in Social Networks
  13 Jan 2025 0 repositories listed
• Duplex: Dual Prototype Learning for Compositional Zero-Shot Learning
  13 Jan 2025 0 repositories listed
• Dynami-CAL GraphNet: A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems
  13 Jan 2025 0 repositories listed
• Annealing Machine-assisted Learning of Graph Neural Network for Combinatorial Optimization
  10 Jan 2025 0 repositories listed
• Efficient Transition State Searches by Freezing String Method with Graph Neural Network Potentials
  10 Jan 2025 0 repositories listed
• Data-Driven Radio Propagation Modeling using Graph Neural Networks
  8 Jan 2025 0 repositories listed
• Dynamic Localisation of Spatial-Temporal Graph Neural Network
  8 Jan 2025 0 repositories listed
• Intelligent experiments through real-time AI: Fast Data Processing and Autonomous Detector Control for sPHENIX and future EIC detectors
  8 Jan 2025 0 repositories listed
• LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging
  7 Jan 2025 0 repositories listed
• CONTINUUM: Detecting APT Attacks through Spatial-Temporal Graph Neural Networks
  6 Jan 2025 0 repositories listed
• Multi-Aggregator Time-Warping Heterogeneous Graph Neural Network for Personalized Micro-Video Recommendation
  5 Jan 2025 0 repositories listed
• Heterogeneous Graph Pre-training Based Model for Secure and Efficient Prediction of Default Risk Propagation among Bond Issuers
  4 Jan 2025 0 repositories listed
• DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition
  1 Jan 2025 0 repositories listed
• Graph-Embedded Structure-Aware Perceptual Hashing for Neural Network Protection and Piracy Detection
  1 Jan 2025 0 repositories listed
• Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-based Vision
  1 Jan 2025 0 repositories listed
• GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning
  1 Jan 2025 0 repositories listed
• Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information
  1 Jan 2025 0 repositories listed
• FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs
  30 Dec 2024 0 repositories listed
• Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representations
  30 Dec 2024 0 repositories listed
• ViDTA: Enhanced Drug-Target Affinity Prediction via Virtual Graph Nodes and Attention-based Feature Fusion
  27 Dec 2024 0 repositories listed
• ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters
  26 Dec 2024 0 repositories listed
• Enhancing Federated Graph Learning via Adaptive Fusion of Structural and Node Characteristics
  25 Dec 2024 0 repositories listed
• Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method
  22 Dec 2024 0 repositories listed
• DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction
  21 Dec 2024 0 repositories listed
• Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
  21 Dec 2024 0 repositories listed Syntology 0 ran · 3 unverified (of 3 harvested samples)
• Multi-atlas Ensemble Graph Neural Network Model For Major Depressive Disorder Detection Using Functional MRI Data
  21 Dec 2024 0 repositories listed
• SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification
  20 Dec 2024 0 repositories listed
• Training Graph Neural Networks Using Non-Robust Samples
  19 Dec 2024 0 repositories listed
• Graph-neural-network predictions of solid-state NMR parameters from spherical tensor decomposition
  19 Dec 2024 0 repositories listed
• Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training
  18 Dec 2024 0 repositories listed
• Enhancing Persona Classification in Dialogue Systems: A Graph Neural Network Approach
  17 Dec 2024 0 repositories listed
• Graph-Guided Textual Explanation Generation Framework
  16 Dec 2024 0 repositories listed
• Pretrained Event Classification Model for High Energy Physics Analysis
  14 Dec 2024 0 repositories listed
• WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictions
  14 Dec 2024 0 repositories listed
• A Hybrid Real-Time Framework for Efficient Fussell-Vesely Importance Evaluation Using Virtual Fault Trees and Graph Neural Networks
  13 Dec 2024 0 repositories listed
• Brain-inspired Chaotic Graph Backpropagation for Large-scale Combinatorial Optimization
  13 Dec 2024 0 repositories listed
• Opinion de-polarization of social networks with GNNs
  12 Dec 2024 0 repositories listed
• Search Strategy Generation for Branch and Bound Using Genetic Programming
  12 Dec 2024 0 repositories listed
• TransferLight: Zero-Shot Traffic Signal Control on any Road-Network
  12 Dec 2024 0 repositories listed
• Cluster-Enhanced Federated Graph Neural Network for Recommendation
  11 Dec 2024 0 repositories listed
• Deep Learning-Enhanced Preconditioning for Efficient Conjugate Gradient Solvers in Large-Scale PDE Systems
  10 Dec 2024 0 repositories listed
• GSM: A GNN-based Space-MIMO Framework for Direct-to-Cell Communications
  10 Dec 2024 0 repositories listed
• MISFEAT: Feature Selection for Subgroups with Systematic Missing Data
  9 Dec 2024 0 repositories listed
• Stock Type Prediction Model Based on Hierarchical Graph Neural Network
  9 Dec 2024 0 repositories listed
• GL-Fusion: Rethinking the Combination of Graph Neural Network and Large Language model
  8 Dec 2024 0 repositories listed
• Long-Term Auto-Regressive Prediction using Lightweight AI Models: Adams-Bashforth Time Integration with Adaptive Multi-Step Rollout
  7 Dec 2024 0 repositories listed
• GABAR: Graph Attention-Based Action Ranking for Relational Policy Learning
  6 Dec 2024 0 repositories listed
• Machine Theory of Mind for Autonomous Cyber-Defence
  5 Dec 2024 0 repositories listed
• Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks
  4 Dec 2024 0 repositories listed
• An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction
  3 Dec 2024 0 repositories listed
• Lossless and Privacy-Preserving Graph Convolution Network for Federated Item Recommendation
  2 Dec 2024 0 repositories listed
• Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations
  2 Dec 2024 0 repositories listed
• Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence
  30 Nov 2024 0 repositories listed
• RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks
  29 Nov 2024 0 repositories listed
• Integrating Functionalities To A System Via Autoencoder Hippocampus Network
  28 Nov 2024 0 repositories listed
• Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets
  27 Nov 2024 0 repositories listed
• A Graph Neural Network deep-dive into successful counterattacks
  26 Nov 2024 0 repositories listed
• Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting
  26 Nov 2024 0 repositories listed
• GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network
  26 Nov 2024 0 repositories listed
• A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference
  25 Nov 2024 0 repositories listed
• GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction
  22 Nov 2024 0 repositories listed
• Heterophilic Graph Neural Networks Optimization with Causal Message-passing
  21 Nov 2024 0 repositories listed
• Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network
  21 Nov 2024 0 repositories listed
• Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs
  20 Nov 2024 0 repositories listed
• Graph neural network framework for energy mapping of hybrid monte-carlo molecular dynamics simulations of Medium Entropy Alloys
  20 Nov 2024 0 repositories listed
• ORID: Organ-Regional Information Driven Framework for Radiology Report Generation
  20 Nov 2024 0 repositories listed
• Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks
  19 Nov 2024 0 repositories listed
• Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks
  19 Nov 2024 0 repositories listed
• GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking
  19 Nov 2024 0 repositories listed
• Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs
  19 Nov 2024 0 repositories listed
• Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report)
  19 Nov 2024 0 repositories listed
• GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code
  18 Nov 2024 0 repositories listed
• Multi Scale Graph Neural Network for Alzheimer's Disease
  16 Nov 2024 0 repositories listed
• Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures
  14 Nov 2024 0 repositories listed

Syntology lines on 2 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.