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Graph Neural Network

Papers

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Showing 801–850 of 3598 papers

TitleStatusHype
Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks—0
Design Requirements for Human-Centered Graph Neural Network Explanations—0
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part GroupingCode0
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs—0
PAC-Bayesian Generalization Bounds for Knowledge Graph Representation LearningCode1
Scalable Property Valuation Models via Graph-based Deep Learning—0
Link Stealing Attacks Against Inductive Graph Neural NetworksCode0
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning—0
Dynamic GNNs for Precise Seizure Detection and Classification from EEG DataCode2
Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural NetworksCode0
Hybrid Quantum Graph Neural Network for Molecular Property Prediction—0
Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images—0
Adaptive Least Mean pth Power Graph Neural Networks—0
Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction—0
ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition—0
Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management—0
SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction—0
E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised ClassificationCode0
Convolutional Learning on Directed Acyclic GraphsCode0
Robust Collaborative Perception without External Localization and Clock DevicesCode1
E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods—0
Contrastive Dual-Interaction Graph Neural Network for Molecular Property PredictionCode1
CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly DetectionCode0
Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL—0
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural NetworkCode1
Intelligent Hybrid Resource Allocation in MEC-assisted RAN Slicing Network—0
ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks—0
WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting—0
Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks—0
EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision—0
Generating Robust Counterfactual Witnesses for Graph Neural Networks—0
A Logic for Reasoning About Aggregate-Combine Graph Neural Networks—0
Graph Neural Network Approach to Semantic Type Detection in TablesCode0
Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano—0
Parameter-Efficient Tuning Large Language Models for Graph Representation Learning—0
Fashion Recommendation: Outfit Compatibility using GNNCode0
Similarity Equivariant Graph Neural Networks for Homogenization of MetamaterialsCode0
Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks—0
Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network—0
DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in GraphsCode0
Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FRONDCode1
Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness PerspectiveCode0
HEroBM: a deep equivariant graph neural network for universal backmapping from coarse-grained to all-atom representationsCode0
Power Failure Cascade Prediction using Graph Neural NetworksCode0
Gradformer: Graph Transformer with Exponential DecayCode2
A General Black-box Adversarial Attack on Graph-based Fake News Detectors—0
Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder—0
Digital Twin of Industrial Networked Control System based on Value of Information—0
PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction—0
GRANOLA: Adaptive Normalization for Graph Neural Networks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified