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| ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | May 2, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| WEST GCN-LSTM: Weighted Stacked Spatio-Temporal Graph Neural Networks for Regional Traffic Forecasting | May 1, 2024 | Graph Neural Network | —Unverified | 0 |
| Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks | Apr 30, 2024 | Demand ForecastingFederated Learning | —Unverified | 0 |
| EvGNN: An Event-driven Graph Neural Network Accelerator for Edge Vision | Apr 30, 2024 | Event-based visionGraph Neural Network | —Unverified | 0 |
| Generating Robust Counterfactual Witnesses for Graph Neural Networks | Apr 30, 2024 | counterfactualExplanation Generation | —Unverified | 0 |
| A Logic for Reasoning About Aggregate-Combine Graph Neural Networks | Apr 30, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Approach to Semantic Type Detection in Tables | Apr 30, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Deep Learning Forecasts Caldera Collapse Events at Kilauea Volcano | Apr 30, 2024 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Parameter-Efficient Tuning Large Language Models for Graph Representation Learning | Apr 28, 2024 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Fashion Recommendation: Outfit Compatibility using GNN | Apr 28, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Similarity Equivariant Graph Neural Networks for Homogenization of Metamaterials | Apr 26, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks | Apr 26, 2024 | Drug DiscoveryFairness | —Unverified | 0 |
| Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network | Apr 26, 2024 | Graph Neural Network | —Unverified | 0 |
| DPGAN: A Dual-Path Generative Adversarial Network for Missing Data Imputation in Graphs | Apr 26, 2024 | Generative Adversarial NetworkGraph Neural Network | CodeCode Available | 0 |
| Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND | Apr 26, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| Are Graph Embeddings the Panacea? An Empirical Survey from the Data Fitness Perspective | Apr 25, 2024 | Graph ClassificationGraph Embedding | CodeCode Available | 0 |
| HEroBM: a deep equivariant graph neural network for universal backmapping from coarse-grained to all-atom representations | Apr 25, 2024 | AllGraph Neural Network | CodeCode Available | 0 |
| Power Failure Cascade Prediction using Graph Neural Networks | Apr 24, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Gradformer: Graph Transformer with Exponential Decay | Apr 24, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 2 |
| A General Black-box Adversarial Attack on Graph-based Fake News Detectors | Apr 24, 2024 | Adversarial AttackGraph Neural Network | —Unverified | 0 |
| Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder | Apr 23, 2024 | Graph Neural Network | —Unverified | 0 |
| Digital Twin of Industrial Networked Control System based on Value of Information | Apr 23, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 |
| PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction | Apr 23, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| GRANOLA: Adaptive Normalization for Graph Neural Networks | Apr 20, 2024 | Graph Neural Network | —Unverified | 0 |
