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Graph Neural Network

Papers

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Showing 1251–1300 of 3598 papers

TitleStatusHype
DiRW: Path-Aware Digraph Learning for Heterophily—0
Deep Learning-driven Mobile Traffic Measurement Collection and Analysis—0
Arrhythmia Classification Using Graph Neural Networks Based on Correlation Matrix—0
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
Graph Neural Alchemist: An innovative fully modular architecture for time series-to-graph classification—0
BANGS: Game-Theoretic Node Selection for Graph Self-TrainingCode0
Enhancing GNNs with Architecture-Agnostic Graph Transformations: A Systematic Analysis—0
M^3-Impute: Mask-guided Representation Learning for Missing Value ImputationCode0
Logic Error Localization in Student Programming Assignments Using Pseudocode and Graph Neural Networks—0
Generalizable Indoor Human Activity Recognition Method Based on Micro-Doppler Corner Point Cloud and Dynamic Graph Learning—0
HeGraphAdapter: Tuning Multi-Modal Vision-Language Models with Heterogeneous Graph Adapter—0
DLGNet: Hyperedge Classification through Directed Line Graphs for Chemical Reactions—0
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning—0
Multi-Task Program Error Repair and Explanatory Diagnosis—0
A Hybrid Graph Neural Network for Enhanced EEG-Based Depression Detection—0
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
Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility—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
Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks—0
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
Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism—0
Cross-Camera Data Association via GNN for Supervised Graph ClusteringCode0
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-DecouplingCode0
Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning—0
Evaluating Financial Relational Graphs: Interpretation Before Prediction—0
Review of Digital Asset Development with Graph Neural Network Unlearning—0
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation—0
Causality-based Subject and Task Fingerprints using fMRI Time-series Data—0
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks—0
Hand-object reconstruction via interaction-aware graph attention mechanism—0
Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph UnlearningCode0
MotifDisco: Motif Causal Discovery For Time Series Motifs—0
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure—0
Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment—0
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge GraphsCode0
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature—0
A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network—0
Learning to Simulate Aerosol Dynamics with Graph Neural NetworksCode0
CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers—0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization—0
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User AnomaliesCode0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics—0
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental StudyCode0
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