graph-neural-networks

Documents about graph-neural-networks

• Storm Surge Modeling, Bias Correction, Graph Neural Networks, Graph Convolution Networks#124056arXiv CS
• Differentiable Parameter-less Co-Clustering using Graph Neural Networks#173118HAL (France)
• Scaling Graph Similarity Learning with Graph Neural Networks#1598862arXiv CS
• Towards More Realistic and Practical Graph Backdoor Attacks#1359926ODU Digital Commons
• Advancing graph neural networks : addressing representation challenges in the vision domain#413324ULRR
• Relevant Walk Search for Explaining Graph Neural Networks#222597arXiv CS
• Graph Condensation for Graph Neural Networks#1571380Semantic Scholar
• A Comparative Study of Counterfactual Explainers for Graph Neural Networks Enabling Multiple Types of Graph Edit#660823arXiv CS
• IGNN-Solver: A Graph Neural Solver for Implicit Graph Neural Networks#1401782arXiv (All)
• Gauge-Equivariant Graph Neural Networks for Lattice Gauge Theories#124039arXiv CS
• On Halting vs Converging in Recurrent Graph Neural Networks#141491arXiv CS
• Spiking graph neural networks: A survey#336430RUcore, Rutgers University Community Repository
• Replication Data for: Thermodynamics-informed Graph Neural Networks for Phase Transition Enthalpies#367642KU Leuven RDR Dataverse OAI Archive
• Enhancing Cybersecurity Monitoring in Battery Energy Storage Systems with Graph Neural Networks#644183IRIS
• Beyond the Laplacian: Doubly Stochastic Matrices for Graph Neural Networks#19023arXiv CS
• Do Deep Ensembles Actually Capture Uncertainty in Graph Neural Networks?#216853arXiv CS
• Graph Neural Networks Applications Across Domains: All Insights You Need#310818arXiv CS
• Explaining Temporal Graph Neural Networks via Feature-induced Information Flow#310819arXiv CS
• Graph Neural Networks for Scalable and Transferable Node Centrality Approximation#361460arXiv CS
• Graph Coloring Approach to Solving Sudoku with Oscillatory Neural Networks#381766arXiv CS
• Amortized Counterfactual Prediction with Graph Neural Networks#1291823arXiv CS
• Module-Aware Optimization for Graph Neural Networks#1571777arXiv CS
• Embedded Graph Flows for Categorical Graph Generation#660797arXiv CS
• Centrality Graph Shift Operators for Graph Neural Networks#1120694HAL (France)
• Embedded graph convolutional networks for real-time event data processing on SoC FPGAs#254325HAL (France)
• Towards Metric-Faithful Neural Graph Matching#168326arXiv CS
• Fraud Detection in Cryptocurrency Markets with Spatio-Temporal Graph Neural Networks#138926arXiv CS
• Graph Neural Networks with Triangle-Based Messages for the Multicut Problem#180676arXiv CS
• Acceleration of an algebraic multigrid pressure solver using graph neural networks#287125arXiv CS
• Demographically-Informed Heat-Mortality Risk Curves via Risk Graph Neural Networks#394427arXiv CS
• Edge-Girth as a Structural Edge Feature for Graph Neural Networks#627688arXiv CS
• ReDIL-GNN: Resynthesis Domain Incremental Learning for Circuit Graph Neural Networks#965438arXiv CS
• Pattern-Aware Graph Neural Networks for Handling Missing Data#1241710SJSU ScholarWorks
• How Embeddings Shape Graph Neural Networks: Classical vs Quantum-Oriented Node Representations#18997arXiv CS
• Emergent Loop Geometry in Gauge-Equivariant Graph Neural Networks#1319018arXiv CS
• Graph Neural Multilevel Preconditioners for Iterative Solvers#414098arXiv CS
• Thermodynamics-Informed Graph Neural Networks#8164HAL (France)
• Personalized Audiobook Recommendations at Spotify Through Graph Neural Networks#1079704IRIS
• A privacy preserving intrusion detection framework for IIoT in 6G networks using homomorphic encryption and graph neural networks#20525DOAJ
• Graph Neural Networks in the Wilson Loop Representation of Abelian Lattice Gauge Theories#155285arXiv CS
• Query Entity-Oriented Graph Neural Networks for Knowledge Graph Completion#1534968arXiv (All)
• Design and analysis of spectral graph neural networks : adaptive filtering, local topology, and generalization#1492576HAL (France)
• Multiphysics learning with graph neural networks for thrombosis prediction in intracranial aneurysms#322607HAL (France)
• BioGraphEX: Multi-Level Explainability in Graph Neural Networks for Trustworthy Biomedical AI#1169760Bryant Digital Repository
• PAC-Bayesian Adversarially Robust Generalization for Message Passing Graph Neural Networks: A Sensitivity Analysis#259493arXiv CS
• Neural optimization for quantum architectures: graph embedding problems with Distance Encoder Networks#319002IRIS
• Scaffold: Support Graph Theory Based Sparsification for Graph Neural Networks#1106165arXiv (All)
• A cross-graph tuning-free GNN prompting framework.#1347288PubMed
• Learning Constraints-Based adaptive hypergraph neural networks for solving vehicle routing problems.#1435363PubMed
• G-NAC: Graph Neural Automata Clustering via Emergent Domain Formation#1028690arXiv CS