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Graph Neural Network

Papers

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Showing 451–500 of 3598 papers

TitleStatusHype
LEX-GNN: Label-Exploring Graph Neural Network for Accurate Fraud DetectionCode0
Gradient Rewiring for Editable Graph Neural Network TrainingCode0
DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare DiseasesCode0
GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation—0
Rapid and Automated Alloy Design with Graph Neural Network-Powered LLM-Driven Multi-Agent Systems—0
Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network—0
GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation—0
Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway StationsCode0
Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation DataCode2
Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph ForecastingCode1
Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks—0
FragNet: A Graph Neural Network for Molecular Property Prediction with Four Levels of InterpretabilityCode1
KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction—0
Backdoor Attack on Vertical Federated Graph Neural Network Learning—0
CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs—0
Deep Learning-driven Mobile Traffic Measurement Collection and Analysis—0
NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms—0
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with GraphsCode1
Enhancing Attributed Graph Networks with Alignment and Uniformity Constraints for Session-based RecommendationCode0
DiRW: Path-Aware Digraph Learning for Heterophily—0
Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix—0
Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting ApproachCode1
Heterogeneous Graph Neural Network for Cooperative ISAC Beamforming in Cell-Free MIMO Systems—0
Generalization of Compositional Tasks with Logical Specification via Implicit Planning—0
BANGS: Game-Theoretic Node Selection for Graph Self-TrainingCode0
Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification—0
Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks—0
Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis—0
M^3-Impute: Mask-guided Representation Learning for Missing Value ImputationCode0
HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter—0
Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning—0
Multi-Task Program Error Repair and Explanatory Diagnosis—0
TopoTune : A Framework for Generalized Combinatorial Complex Neural NetworksCode3
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning—0
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions—0
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection—0
Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud RegistrationCode1
UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA FiltersCode1
Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow—0
Modeling Social Media Recommendation Impacts Using Academic Networks: A Graph Neural Network ApproachCode0
Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer ClassificationCode0
Improving Temporal Link Prediction via Temporal Walk Matrix ProjectionCode1
Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility—0
Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks—0
SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design—0
LLMCO2: Advancing Accurate Carbon Footprint Prediction for LLM Inferences—0
DeepProtein: Deep Learning Library and Benchmark for Protein Sequence LearningCode1
Is uniform expressivity too restrictive? Towards efficient expressivity of graph neural networks—0
Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power—0
Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling—0
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Benchmark Results

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