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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 22 of 36: papers 2,101 to 2,200 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.

• Digital Twin of Industrial Networked Control System based on Value of Information
  23 Apr 2024 0 repositories listed
• PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction
  23 Apr 2024 0 repositories listed
• Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder
  23 Apr 2024 0 repositories listed
• GRANOLA: Adaptive Normalization for Graph Neural Networks
  20 Apr 2024 0 repositories listed
• End-to-End Mesh Optimization of a Hybrid Deep Learning Black-Box PDE Solver
  17 Apr 2024 0 repositories listed
• Fast Polypharmacy Side Effect Prediction Using Tensor Factorisation
  17 Apr 2024 0 repositories listed
• Multi-objective generative AI for designing novel brain-targeting small molecules
  16 Apr 2024 0 repositories listed
• Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks
  16 Apr 2024 0 repositories listed
• GNN-based Probabilistic Supply and Inventory Predictions in Supply Chain Networks
  11 Apr 2024 0 repositories listed
• Pathology-genomic fusion via biologically informed cross-modality graph learning for survival analysis
  11 Apr 2024 0 repositories listed
• Late Breaking Results: Fast System Technology Co-Optimization Framework for Emerging Technology Based on Graph Neural Networks
  10 Apr 2024 0 repositories listed
• Gaze-Guided Graph Neural Network for Action Anticipation Conditioned on Intention
  10 Apr 2024 0 repositories listed
• Fair Graph Neural Network with Supervised Contrastive Regularization
  9 Apr 2024 0 repositories listed
• Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach
  9 Apr 2024 0 repositories listed
• Foundation Models to the Rescue: Deadlock Resolution in Connected Multi-Robot Systems
  9 Apr 2024 0 repositories listed
• Decentralized Learning Strategies for Estimation Error Minimization with Graph Neural Networks
  4 Apr 2024 0 repositories listed
• Dynamic Neural Control Flow Execution: An Agent-Based Deep Equilibrium Approach for Binary Vulnerability Detection
  3 Apr 2024 0 repositories listed
• First-order PDES for Graph Neural Networks: Advection And Burgers Equation Models
  3 Apr 2024 0 repositories listed
• DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation
  2 Apr 2024 0 repositories listed
• HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning
  2 Apr 2024 0 repositories listed
• Constrained Layout Generation with Factor Graphs
  30 Mar 2024 0 repositories listed
• Beyond the Known: Novel Class Discovery for Open-world Graph Learning
  29 Mar 2024 0 repositories listed
• On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem
  29 Mar 2024 0 repositories listed
• Tiny Graph Neural Networks for Radio Resource Management
  28 Mar 2024 0 repositories listed
• Temporal Graph Networks for Graph Anomaly Detection in Financial Networks
  27 Mar 2024 0 repositories listed
• CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations
  26 Mar 2024 0 repositories listed
• EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields
  26 Mar 2024 0 repositories listed
• Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metrics
  26 Mar 2024 0 repositories listed
• Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP
  25 Mar 2024 0 repositories listed
• Manufacturing Service Capability Prediction with Graph Neural Networks
  25 Mar 2024 0 repositories listed
• A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures
  24 Mar 2024 0 repositories listed
• Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks
  24 Mar 2024 0 repositories listed
• Rumor Detection with a novel graph neural network approach
  24 Mar 2024 0 repositories listed
• Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks
  22 Mar 2024 0 repositories listed
• Graph Neural Network for Crawling Target Nodes in Social Networks
  20 Mar 2024 0 repositories listed
• Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network
  20 Mar 2024 0 repositories listed Syntology 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 16 pointer-only (licence)
• Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation
  18 Mar 2024 0 repositories listed
• Dual-Channel Multiplex Graph Neural Networks for Recommendation
  18 Mar 2024 0 repositories listed
• Graph Neural Network for Neutrino Physics Event Reconstruction
  18 Mar 2024 0 repositories listed
• DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks
  17 Mar 2024 0 repositories listed
• Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects
  17 Mar 2024 0 repositories listed
• Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction
  17 Mar 2024 0 repositories listed
• ECRC: Emotion-Causality Recognition in Korean Conversation for GCN
  16 Mar 2024 0 repositories listed
• stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation
  16 Mar 2024 0 repositories listed
• Discovering Invariant Neighborhood Patterns for Heterophilic Graphs
  15 Mar 2024 0 repositories listed
• Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection
  15 Mar 2024 0 repositories listed
• Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN)
  15 Mar 2024 0 repositories listed
• BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network
  13 Mar 2024 0 repositories listed
• Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research
  13 Mar 2024 0 repositories listed
• Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations
  12 Mar 2024 0 repositories listed
• Ensemble Quadratic Assignment Network for Graph Matching
  11 Mar 2024 0 repositories listed
• Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning
  11 Mar 2024 0 repositories listed
• Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling
  11 Mar 2024 0 repositories listed
• SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning
  11 Mar 2024 0 repositories listed
• Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack
  10 Mar 2024 0 repositories listed
• Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks
  7 Mar 2024 0 repositories listed
• Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion
  7 Mar 2024 0 repositories listed
• An AI-enabled Agent-Based Model and Its Application in Measles Outbreak Simulation for New Zealand
  6 Mar 2024 0 repositories listed
• Intent-aware Recommendation via Disentangled Graph Contrastive Learning
  6 Mar 2024 0 repositories listed
• LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features
  6 Mar 2024 0 repositories listed
• Representation Learning on Heterophilic Graph with Directional Neighborhood Attention
  3 Mar 2024 0 repositories listed
• COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting
  2 Mar 2024 0 repositories listed
• Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks
  1 Mar 2024 0 repositories listed
• Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
  29 Feb 2024 0 repositories listed
• Graph Neural Networks and Arithmetic Circuits
  27 Feb 2024 0 repositories listed
• Prediction of the SYM-H Index Using a Bayesian Deep Learning Method with Uncertainty Quantification
  27 Feb 2024 0 repositories listed
• Using Graph Neural Networks to Predict Local Culture
  27 Feb 2024 0 repositories listed
• GNNDLD: Graph Neural Network with Directional Label Distribution
  26 Feb 2024 0 repositories listed
• Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network
  26 Feb 2024 0 repositories listed
• Hyperdimensional Representation Learning for Node Classification and Link Prediction
  26 Feb 2024 0 repositories listed
• Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
  26 Feb 2024 0 repositories listed
• E(3)-equivariant models cannot learn chirality: Field-based molecular generation
  24 Feb 2024 0 repositories listed
• Sampling-based Distributed Training with Message Passing Neural Network
  23 Feb 2024 0 repositories listed
• CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks
  22 Feb 2024 0 repositories listed
• Link Prediction with Physics-Inspired Graph Neural Networks
  22 Feb 2024 0 repositories listed
• Path Planning based on 2D Object Bounding-box
  22 Feb 2024 0 repositories listed
• AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning
  21 Feb 2024 0 repositories listed
• Heterogeneous Graph Neural Network on Semantic Tree
  21 Feb 2024 0 repositories listed
• VN Network: Embedding Newly Emerging Entities with Virtual Neighbors
  21 Feb 2024 0 repositories listed
• A unifying primary framework for quantum graph neural networks from quantum graph states
  20 Feb 2024 0 repositories listed
• Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket
  20 Feb 2024 0 repositories listed
• Vehicle-group-based Crash Risk Prediction and Interpretation on Highways
  19 Feb 2024 0 repositories listed
• Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection
  15 Feb 2024 0 repositories listed
• Can we Soft Prompt LLMs for Graph Learning Tasks?
  15 Feb 2024 0 repositories listed
• Ising on the Graph: Task-specific Graph Subsampling via the Ising Model
  15 Feb 2024 0 repositories listed
• Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach
  14 Feb 2024 0 repositories listed
• Graph Feature Preprocessor: Real-time Subgraph-based Feature Extraction for Financial Crime Detection
  13 Feb 2024 0 repositories listed
• Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs
  13 Feb 2024 0 repositories listed
• Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networks
  12 Feb 2024 0 repositories listed
• Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy
  11 Feb 2024 0 repositories listed
• N-1 Reduced Optimal Power Flow Using Augmented Hierarchical Graph Neural Network
  9 Feb 2024 0 repositories listed
• Large Language Model Meets Graph Neural Network in Knowledge Distillation
  8 Feb 2024 0 repositories listed
• Link Prediction with Relational Hypergraphs
  6 Feb 2024 0 repositories listed
• Graph Neural Network and NER-Based Text Summarization
  5 Feb 2024 0 repositories listed
• GraphRT: A graph-based deep learning model for predicting the retention time of peptides
  5 Feb 2024 0 repositories listed
• Single-GPU GNN Systems: Traps and Pitfalls
  5 Feb 2024 0 repositories listed
• A novel approach for detecting deep fake videos using graph neural network
  1 Feb 2024 0 repositories listed
• Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction
  1 Feb 2024 0 repositories listed
• Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning
  31 Jan 2024 0 repositories listed
• Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation
  31 Jan 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.