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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 21 of 36: papers 2,001 to 2,100 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.

• ContactNet: Geometric-Based Deep Learning Model for Predicting Protein-Protein Interactions
  26 Jun 2024 0 repositories listed
• Graph Neural Network as Computationally Efficient Emulator of Ice-sheet and Sea-level System Model (ISSM)
  26 Jun 2024 0 repositories listed
• Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification
  24 Jun 2024 0 repositories listed
• Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network
  21 Jun 2024 0 repositories listed
• Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer
  21 Jun 2024 0 repositories listed
• HIGHT: Hierarchical Graph Tokenization for Molecule-Language Alignment
  20 Jun 2024 0 repositories listed
• Behavior-Inspired Neural Networks for Relational Inference
  20 Jun 2024 0 repositories listed
• Multi-View Empowered Structural Graph Wordification for Language Models
  19 Jun 2024 0 repositories listed
• PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security
  19 Jun 2024 0 repositories listed
• Root Cause Localization for Microservice Systems in Cloud-edge Collaborative Environments
  19 Jun 2024 0 repositories listed
• Solarcast-ML: Per Node GraphCast Extension for Solar Energy Production
  19 Jun 2024 0 repositories listed
• Research and Implementation of Data Enhancement Techniques for Graph Neural Networks
  18 Jun 2024 0 repositories listed
• Bridging Social Media and Search Engines: Dredge Words and the Detection of Unreliable Domains
  17 Jun 2024 0 repositories listed
• STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC
  17 Jun 2024 0 repositories listed
• Global-Local Graph Neural Networks for Node-Classification
  16 Jun 2024 0 repositories listed
• Graph Neural Thompson Sampling
  15 Jun 2024 0 repositories listed
• Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space
  15 Jun 2024 0 repositories listed
• Compressed Sensor Caching and Collaborative Sparse Data Recovery with Anchor Alignment
  14 Jun 2024 0 repositories listed
• ALPHAGMUT: A Rationale-Guided Alpha Shape Graph Neural Network to Evaluate Mutation Effects
  13 Jun 2024 0 repositories listed
• Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks
  13 Jun 2024 0 repositories listed
• Scoreformer: A Surrogate Model For Large-Scale Prediction of Docking Scores
  13 Jun 2024 0 repositories listed
• Self-supervised Graph Neural Network for Mechanical CAD Retrieval
  13 Jun 2024 0 repositories listed
• Transformers meet Neural Algorithmic Reasoners
  13 Jun 2024 0 repositories listed
• Federated Incomplete Multi-View Clustering with Heterogeneous Graph Neural Networks
  12 Jun 2024 0 repositories listed
• GraphFM: A Comprehensive Benchmark for Graph Foundation Model
  12 Jun 2024 0 repositories listed
• Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN
  12 Jun 2024 0 repositories listed
• CHARME: A chain-based reinforcement learning approach for the minor embedding problem
  11 Jun 2024 0 repositories listed
• Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes
  11 Jun 2024 0 repositories listed
• Non-autoregressive Personalized Bundle Generation
  11 Jun 2024 0 repositories listed
• Rethinking the impact of noisy labels in graph classification: A utility and privacy perspective
  11 Jun 2024 0 repositories listed
• Learning Physical Simulation with Message Passing Transformer
  10 Jun 2024 0 repositories listed
• Spatiotemporal Graph Neural Network Modelling Perfusion MRI
  10 Jun 2024 0 repositories listed
• Data-Driven Radio Environment Map Estimation Using Graph Neural Networks
  9 Jun 2024 0 repositories listed
• Distributed Combinatorial Optimization of Downlink User Assignment in mmWave Cell-free Massive MIMO Using Graph Neural Networks
  9 Jun 2024 0 repositories listed
• Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models
  9 Jun 2024 0 repositories listed
• Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network
  7 Jun 2024 0 repositories listed
• Online Frequency Scheduling by Learning Parallel Actions
  7 Jun 2024 0 repositories listed
• QAGCF: Graph Collaborative Filtering for Q&A Recommendation
  7 Jun 2024 0 repositories listed
• Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network
  6 Jun 2024 0 repositories listed
• Energy-based Epistemic Uncertainty for Graph Neural Networks
  6 Jun 2024 0 repositories listed
• Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs
  6 Jun 2024 0 repositories listed
• Flexible ViG: Learning the Self-Saliency for Flexible Object Recognition
  6 Jun 2024 0 repositories listed
• Real-Time Small-Signal Security Assessment Using Graph Neural Networks
  5 Jun 2024 0 repositories listed
• Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction
  4 Jun 2024 0 repositories listed
• Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE
  3 Jun 2024 0 repositories listed
• Equivariant Machine Learning on Graphs with Nonlinear Spectral Filters
  3 Jun 2024 0 repositories listed
• Graph Neural Network Enhanced Retrieval for Question Answering of LLMs
  3 Jun 2024 0 repositories listed
• In-Context Learning of Physical Properties: Few-Shot Adaptation to Out-of-Distribution Molecular Graphs
  3 Jun 2024 0 repositories listed
• Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch
  1 Jun 2024 0 repositories listed
• Few-shot fault diagnosis based on multi-scale graph convolution filtering for industry
  30 May 2024 0 repositories listed
• DeepHGNN: Study of Graph Neural Network based Forecasting Methods for Hierarchically Related Multivariate Time Series
  29 May 2024 0 repositories listed
• Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations
  29 May 2024 0 repositories listed
• Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective
  28 May 2024 0 repositories listed
• Graph Neural Networks on Quantum Computers
  27 May 2024 0 repositories listed
• R-ODE: Ricci Curvature Tells When You Will be Informed
  27 May 2024 0 repositories listed
• SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection
  27 May 2024 0 repositories listed
• Survey of Graph Neural Network for Internet of Things and NextG Networks
  27 May 2024 0 repositories listed
• Differentiable Cluster Graph Neural Network
  25 May 2024 0 repositories listed
• Cardinality Estimation on Hyper-relational Knowledge Graphs
  24 May 2024 0 repositories listed
• DFGNN: Dual-frequency Graph Neural Network for Sign-aware Feedback
  24 May 2024 0 repositories listed
• Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers
  24 May 2024 0 repositories listed
• MeMo: Meaningful, Modular Controllers via Noise Injection
  24 May 2024 0 repositories listed Syntology 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
  24 May 2024 0 repositories listed
• Bond Graphs for multi-physics informed Neural Networks for multi-variate time series
  22 May 2024 0 repositories listed
• Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator
  21 May 2024 0 repositories listed
• Presentations are not always linear! GNN meets LLM for Document-to-Presentation Transformation with Attribution
  21 May 2024 0 repositories listed
• Conditional Shift-Robust Conformal Prediction for Graph Neural Network
  20 May 2024 0 repositories listed
• DSAM: A Deep Learning Framework for Analyzing Temporal and Spatial Dynamics in Brain Networks
  19 May 2024 0 repositories listed
• Knowledge Graph Pruning for Recommendation
  19 May 2024 0 repositories listed
• GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection
  17 May 2024 0 repositories listed
• Deep Learning in Earthquake Engineering: A Comprehensive Review
  15 May 2024 0 repositories listed
• Graph Neural Network based Handwritten Trajectories Recognition
  15 May 2024 0 repositories listed
• Learning Coarse-Grained Dynamics on Graph
  15 May 2024 0 repositories listed
• Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks
  14 May 2024 0 repositories listed
• Design Requirements for Human-Centered Graph Neural Network Explanations
  11 May 2024 0 repositories listed
• GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs
  10 May 2024 0 repositories listed
• Scalable Property Valuation Models via Graph-based Deep Learning
  10 May 2024 0 repositories listed
• G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning
  9 May 2024 0 repositories listed
• Hybrid Quantum Graph Neural Network for Molecular Property Prediction
  8 May 2024 0 repositories listed
• Adaptive Least Mean pth Power Graph Neural Networks
  7 May 2024 0 repositories listed
• Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images
  7 May 2024 0 repositories listed
• ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition
  7 May 2024 0 repositories listed
• Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction
  7 May 2024 0 repositories listed
• Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management
  6 May 2024 0 repositories listed
• SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction
  6 May 2024 0 repositories listed
• E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods
  5 May 2024 0 repositories listed
• Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL
  3 May 2024 0 repositories listed
• ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks
  2 May 2024 0 repositories listed
• Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network
  2 May 2024 0 repositories listed
• WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting
  1 May 2024 0 repositories listed
• A Logic for Reasoning About Aggregate-Combine Graph Neural Networks
  30 Apr 2024 0 repositories listed
• Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano
  30 Apr 2024 0 repositories listed
• EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision
  30 Apr 2024 0 repositories listed
• Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks
  30 Apr 2024 0 repositories listed
• Generating Robust Counterfactual Witnesses for Graph Neural Networks
  30 Apr 2024 0 repositories listed
• Parameter-Efficient Tuning Large Language Models for Graph Representation Learning
  28 Apr 2024 0 repositories listed
• Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks
  26 Apr 2024 0 repositories listed
• DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs
  26 Apr 2024 0 repositories listed
• Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network
  26 Apr 2024 0 repositories listed
• A General Black-box Adversarial Attack on Graph-based Fake News Detectors
  24 Apr 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.