graph-neural-networks

Documents about graph-neural-networks

• Assessing the Generalization of Graph Neural Networks for Fault Location Across Increasing Distributed Energy Resource Penetration Levels#422272arXiv CS
• SuperCond-GNN: Scalable Graph Neural Network Surrogate for Superconducting Circuit Simulations#299944arXiv CS
• Dynamic Neural Graph Encoding of Inference Processes in Deep Weight Space#332546arXiv CS
• Graph Neural Network Force Fields for Spin Dynamics in Metallic Magnets#414093arXiv CS
• Structure-Guided Spatiotemporal Attention Graph Neural Network for Traffic Flow Prediction#458304arXiv CS
• Drug Synergy Prediction via Residual Graph Isomorphism Networks and Attention Mechanisms#126538arXiv CS
• GLASS: Graph-Language Alignment with Spherical Scoring for Transferable Graph-Level Anomaly Detection#660806arXiv CS
• Bounded graph clustering with graph neural networks / Kibidi Neocosmos, Diego Baptista, Nicole Ludwig#661746Deutsche Nationalbibliothek
• Track Finding in the LHCb Vertex Locator using Graph Neural Networks#124339HAL (France)
• Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs#266161arXiv CS
• Asymmetric Focal Loss Improves Graph Neural Network Prediction of Drug-Drug Interactions#349625arXiv CS
• Tailored Neural Networks for Personalized Recommendation Systems#492271ScholarWorks@GSU
• Automated Accelerator Optimization Aided by Graph Neural Networks#19726Semantic Scholar
• TDGIA: Effective Injection Attacks on Graph Neural Networks#19798Semantic Scholar
• Aitchison Embeddings for Learning Compositional Graph Representations#151731arXiv CS
• On the Safety of Graph Representation Learning#168329arXiv CS
• An Approximation Algorithm for Graph Label Selection#200497arXiv CS
• Stability of Flow Models for Graph Signals#349633arXiv CS
• TopoFormer: Topology Meets Attention for Graph Learning#414124arXiv CS
• Explaining Graph Neural Networks with Mixed-Integer Programming#416123PubMed Central
• Multi-Source Wasserstein Distributionally Robust Graph Learning#471255arXiv CS
• Graph Machine: Towards Better Pretraining via Edges#632823arXiv CS
• Learning Subgroup Relations Using Siamese Graph Neural Networks#973264arXiv (All)
• Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities#209945Semantic Scholar
• Community Concealment from Graph Neural Networks#623231arXiv (OAI Expanded)
• Community Concealment from Graph Neural Networks#625504arXiv (All)
• Scalable dynamic community detection on temporal graphs using graph neural networks#788354arXiv (OAI Expanded)
• Scalable dynamic community detection on temporal graphs using graph neural networks#792354arXiv (All)
• Bridging data and physics: A graph neural network-based hybrid twin framework#213271HAL (France)
• Semi-Supervised Classification with Graph Convolutional Networks#7014OpenAlex
• An Explainable CS-Mitigation Triangular (ECSMT) Framework to Secure Graph Neural Networks#437327ODU Digital Commons
• PathMoG: A Pathway-Centric Modular Graph Neural Network for Multi-Omics Survival Prediction#138949arXiv CS
• A graph neural network-based framework to identify flow phenomena on unstructured meshes#370617HAL (France)
• Parameterised graph theory for tensor networks: entanglement rerouting, structural simplification, and agnostic tomography#639655arXiv CS
• Combinatorial optimization and reasoning with graph neural networks#19719Semantic Scholar
• RouteNet-Fermi: Network Modeling With Graph Neural Networks#120632Semantic Scholar
• Graph Neural Networks for Graphs with Heterophily: A Survey#152954arXiv (OAI)
• From Message-Passing to Linearized Graph Sequence Models#178893arXiv CS
• Multimodal Graph-based Classification of Esophageal Motility Disorders#180682arXiv CS
• On Representing Linear Programs by Graph Neural Networks#228759Semantic Scholar
• Learning Dynamic Graph Representations through Timespan View Contrasts#229515arXiv CS
• Graph Neural Networks Models for Real Estate Valuation in Saudi Arabia#254595KFUPM ePrints
• Graph Diffusion Residuals for Control-Function Instrumental Variables#271830arXiv CS
• Leaking Circuit Secrets: Gradient Leakage Attacks on Graph Neural Networks#306962arXiv CS
• Dynamic Graph Representation Learning With Neural Networks: A Survey#308347HAL (France)
• LEO Satellite Network Orchestration with Heterogeneous Graph Neural Networks#324849arXiv CS
• Unsupervised Graph Representation Learning with Complementary View Alignment#405680arXiv CS
• Cross-Resolution Semantic Learning for Graph Domain Adaptation#422267arXiv CS
• Graph Machine Learning: An Opportunity for Power Systems#459677arXiv CS
• Graph neural networks, similarity structures, and the metaphysics of phenomenal properties#714923PhilArchive