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Graph Neural Network

Papers

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Showing 851–900 of 3598 papers

TitleStatusHype
GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations—0
KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections—0
FIGNN: Feature-Specific Interpretability for Graph Neural Network Surrogate Models—0
Graph Semi-Supervised Learning for Point Classification on Data Manifolds—0
SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics—0
Directed Acyclic Graph Convolutional Networks—0
Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust RecommendationCode0
Analysis of Anonymous User Interaction Relationships and Prediction of Advertising Feedback Based on Graph Neural Network—0
HGFormer: A Hierarchical Graph Transformer Framework for Two-Stage Colonel Blotto Games via Reinforcement Learning—0
ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity—0
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection—0
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics—0
EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator—0
Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations—0
Ignoring Directionality Leads to Compromised Graph Neural Network Explanations—0
Topology-Aware Graph Neural Network-based State Estimation for PMU-Unobservable Power Systems—0
Graph Neural Networks for Resource Allocation in Multi-Channel Wireless Networks—0
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli ClassificationCode0
ChemGraph: An Agentic Framework for Computational Chemistry Workflows—0
HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport—0
Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos—0
Stock Market Telepathy: Graph Neural Networks Predicting the Secret Conversations between MINT and G7 Countries—0
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering—0
Graph Neural Networks for Jamming Source LocalizationCode0
Regulatory Graphs and GenAI for Real-Time Transaction Monitoring and Compliance Explanation in Banking—0
Studying and Improving Graph Neural Network-based Motif Estimation—0
Biological Pathway Guided Gene Selection Through Collaborative Reinforcement LearningCode0
Deep Learning Weather Models for Subregional Ocean Forecasting: A Case Study on the Canary Current Upwelling System—0
How hard is learning to cut? Trade-offs and sample complexity—0
Dual-Task Graph Neural Network for Joint Seizure Onset Zone Localization and Outcome Prediction using Stereo EEG—0
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution PredictionCode0
A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants—0
Directed Homophily-Aware Graph Neural Network—0
Graph Neural Network Aided Detection for the Multi-User Multi-Dimensional Index Modulated Uplink—0
Visual Loop Closure Detection Through Deep Graph Consensus—0
An Out-Of-Distribution Membership Inference Attack Approach for Cross-Domain Graph Attacks—0
GraphAU-Pain: Graph-based Action Unit Representation for Pain Intensity Estimation—0
Chordless Structure: A Pathway to Simple and Expressive GNNs—0
Chi-Square Wavelet Graph Neural Networks for Heterogeneous Graph Anomaly DetectionCode0
Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial OptimizationCode0
Graph Neural Network-Based Collaborative Perception for Adaptive Scheduling in Distributed Systems—0
Joint Relational Database Generation via Graph-Conditional Diffusion Models—0
STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization—0
Manipulating Elasto-Plastic Objects With 3D Occupancy and Learning-Based Predictive Control—0
Graph Conditional Flow Matching for Relational Data GenerationCode0
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps—0
Physics-Guided Multi-View Graph Neural Network for Schizophrenia Classification via Structural-Functional Coupling—0
Beyond Node Attention: Multi-Scale Harmonic Encoding for Feature-Wise Graph Message Passing—0
Higher-order Structure Boosts Link Prediction on Temporal Graphs—0
Leveraging Multivariate Long-Term History Representation for Time Series Forecasting—0
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Benchmark Results

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