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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 17 of 36: papers 1,601 to 1,700 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.

• Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models
  28 Apr 2025 0 repositories listed
• Efficient Learning on Large Graphs using a Densifying Regularity Lemma
  25 Apr 2025 0 repositories listed
• Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis
  21 Apr 2025 0 repositories listed
• The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration
  21 Apr 2025 0 repositories listed
• Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks
  20 Apr 2025 0 repositories listed
• LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method
  20 Apr 2025 0 repositories listed
• Deep Learning on Graphs for Mobile Network Topology Generation
  18 Apr 2025 0 repositories listed
• Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems
  18 Apr 2025 0 repositories listed
• ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation
  18 Apr 2025 0 repositories listed
• Clustering and analysis of user behaviour in blockchain: A case study of Planet IX
  16 Apr 2025 0 repositories listed
• AI-guided Antibiotic Discovery Pipeline from Target Selection to Compound Identification
  15 Apr 2025 0 repositories listed
• Network Alignment
  15 Apr 2025 0 repositories listed
• Learning to Beamform for Cooperative Localization and Communication: A Link Heterogeneous GNN-Based Approach
  14 Apr 2025 0 repositories listed
• Predicting ulcer in H&E images of inflammatory bowel disease using domain-knowledge-driven graph neural network
  13 Apr 2025 0 repositories listed
• Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling
  13 Apr 2025 0 repositories listed
• Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention
  11 Apr 2025 0 repositories listed
• Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application
  11 Apr 2025 0 repositories listed
• Communication-Efficient Cooperative Localization: A Graph Neural Network Approach
  10 Apr 2025 0 repositories listed
• Prediction of Usage Probabilities of Shopping-Mall Corridors Using Heterogeneous Graph Neural Networks
  10 Apr 2025 0 repositories listed
• Trading Graph Neural Network
  10 Apr 2025 0 repositories listed
• Benchmarking Convolutional Neural Network and Graph Neural Network based Surrogate Models on a Real-World Car External Aerodynamics Dataset
  9 Apr 2025 0 repositories listed
• Graph Neural Network-Based Distributed Optimal Control for Linear Networked Systems: An Online Distributed Training Approach
  8 Apr 2025 0 repositories listed
• A Novel Approach to Linking Histology Images with DNA Methylation
  7 Apr 2025 0 repositories listed
• Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints
  7 Apr 2025 0 repositories listed
• GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction
  7 Apr 2025 0 repositories listed
• MedGNN: Capturing the Links Between Urban Characteristics and Medical Prescriptions
  7 Apr 2025 0 repositories listed
• Unifying Physics- and Data-Driven Modeling via Novel Causal Spatiotemporal Graph Neural Network for Interpretable Epidemic Forecasting
  7 Apr 2025 0 repositories listed
• LLM-Augmented Graph Neural Recommenders: Integrating User Reviews
  3 Apr 2025 0 repositories listed
• Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications
  2 Apr 2025 0 repositories listed
• Geometric Reasoning in the Embedding Space
  2 Apr 2025 0 repositories listed
• Refining Interactions: Enhancing Anisotropy in Graph Neural Networks with Language Semantics
  2 Apr 2025 0 repositories listed
• Neural Approaches to SAT Solving: Design Choices and Interpretability
  1 Apr 2025 0 repositories listed
• Graph Neural Network-Based Predictive Modeling for Robotic Plaster Printing
  31 Mar 2025 0 repositories listed
• Prediction of 30-day hospital readmission with clinical notes and EHR information
  29 Mar 2025 0 repositories listed
• Data-driven modeling of fluid flow around rotating structures with graph neural networks
  28 Mar 2025 0 repositories listed
• Few-Shot Graph Out-of-Distribution Detection with LLMs
  28 Mar 2025 0 repositories listed
• PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids
  26 Mar 2025 0 repositories listed
• Symmetry-Informed Graph Neural Networks for Carbon Dioxide Isotherm and Adsorption Prediction in Aluminum-Substituted Zeolites
  26 Mar 2025 0 repositories listed
• MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering
  24 Mar 2025 0 repositories listed
• SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment
  24 Mar 2025 0 repositories listed
• Enhancing Steering Estimation with Semantic-Aware GNNs
  21 Mar 2025 0 repositories listed
• Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability
  21 Mar 2025 0 repositories listed
• Ordered Topological Deep Learning: a Network Modeling Case Study
  20 Mar 2025 0 repositories listed
• Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes
  19 Mar 2025 0 repositories listed
• PETIMOT: A Novel Framework for Inferring Protein Motions from Sparse Data Using SE(3)-Equivariant Graph Neural Networks
  19 Mar 2025 0 repositories listed
• Efficient Data Selection for Training Genomic Perturbation Models
  18 Mar 2025 0 repositories listed
• MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network
  17 Mar 2025 0 repositories listed
• Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis
  12 Mar 2025 0 repositories listed
• Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment
  10 Mar 2025 0 repositories listed
• Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction
  9 Mar 2025 0 repositories listed
• Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA
  9 Mar 2025 0 repositories listed
• Distributed Graph Neural Network Inference With Just-In-Time Compilation For Industry-Scale Graphs
  8 Mar 2025 0 repositories listed
• Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers
  8 Mar 2025 0 repositories listed
• Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks
  5 Mar 2025 0 repositories listed
• PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning
  5 Mar 2025 0 repositories listed
• REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation
  5 Mar 2025 0 repositories listed
• GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks
  4 Mar 2025 0 repositories listed
• Node-level Contrastive Unlearning on Graph Neural Networks
  4 Mar 2025 0 repositories listed
• Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders
  4 Mar 2025 0 repositories listed
• Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election
  3 Mar 2025 0 repositories listed
• Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects
  3 Mar 2025 0 repositories listed
• GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models
  3 Mar 2025 0 repositories listed
• Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention
  3 Mar 2025 0 repositories listed
• Particle-based plasma simulation using a graph neural network
  1 Mar 2025 0 repositories listed
• Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving
  28 Feb 2025 0 repositories listed
• Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction
  27 Feb 2025 0 repositories listed
• Multi-level Attention-guided Graph Neural Network for Image Restoration
  26 Feb 2025 0 repositories listed
• A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network
  25 Feb 2025 0 repositories listed
• A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs
  25 Feb 2025 0 repositories listed
• GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes
  25 Feb 2025 0 repositories listed
• Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks
  24 Feb 2025 0 repositories listed
• Network Tomography with Path-Centric Graph Neural Network
  23 Feb 2025 0 repositories listed
• Subsampling Graphs with GNN Performance Guarantees
  23 Feb 2025 0 repositories listed
• Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media
  22 Feb 2025 0 repositories listed
• HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks
  22 Feb 2025 0 repositories listed
• Interpreting core forms of urban morphology linked to urban functions with explainable graph neural network
  22 Feb 2025 0 repositories listed
• GNN-Coder: Boosting Semantic Code Retrieval with Combined GNNs and Transformer
  21 Feb 2025 0 repositories listed
• Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients
  21 Feb 2025 0 repositories listed
• Graph in the Vault: Protecting Edge GNN Inference with Trusted Execution Environment
  20 Feb 2025 0 repositories listed
• Small Graph Is All You Need: DeepStateGNN for Scalable Traffic Forecasting
  20 Feb 2025 0 repositories listed
• Homophily Heterogeneity Matters in Graph Federated Learning: A Spectrum Sharing and Complementing Perspective
  19 Feb 2025 0 repositories listed
• NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches
  18 Feb 2025 0 repositories listed
• Graph Neural Network-based Spectral Filtering Mechanism for Imbalance Classification in Network Digital Twin
  17 Feb 2025 0 repositories listed
• Structure based SAT dataset for analysing GNN generalisation
  17 Feb 2025 0 repositories listed
• UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs
  17 Feb 2025 0 repositories listed
• A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction
  15 Feb 2025 0 repositories listed
• Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities
  15 Feb 2025 0 repositories listed
• On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
  15 Feb 2025 0 repositories listed
• To Bin or not to Bin: Alternative Representations of Mass Spectra
  15 Feb 2025 0 repositories listed
• Bridging Domain Adaptation and Graph Neural Networks: A Tensor-Based Framework for Effective Label Propagation
  12 Feb 2025 0 repositories listed
• Data Pricing for Graph Neural Networks without Pre-purchased Inspection
  12 Feb 2025 0 repositories listed
• Self-Evaluation for Job-Shop Scheduling
  12 Feb 2025 0 repositories listed
• Z-REx: Human-Interpretable GNN Explanations for Real Estate Recommendations
  12 Feb 2025 0 repositories listed
• Fast and Accurate Antibody Sequence Design via Structure Retrieval
  11 Feb 2025 0 repositories listed
• Graph Neural Network Enabled Pinching Antennas
  8 Feb 2025 0 repositories listed
• NOMANet: A Graph Neural Network Enabled Power Allocation Scheme for NOMA
  8 Feb 2025 0 repositories listed
• Estimating Voltage Drop: Models, Features and Data Representation Towards a Neural Surrogate
  7 Feb 2025 0 repositories listed
• Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation
  7 Feb 2025 0 repositories listed
• Graph Neural Network-Driven Hierarchical Mining for Complex Imbalanced Data
  6 Feb 2025 0 repositories listed
• Graph Neural Network Enabled Fluid Antenna Systems: A Two-Stage Approach
  6 Feb 2025 0 repositories listed