| Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks | May 14, 2024 | Graph Neural Network | —Unverified | 0 |
| Design Requirements for Human-Centered Graph Neural Network Explanations | May 11, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs | May 10, 2024 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping | May 10, 2024 | Graph Neural Network | CodeCode Available | 0 |
| PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning | May 10, 2024 | DecoderGeneralization Bounds | CodeCode Available | 1 |
| Scalable Property Valuation Models via Graph-based Deep Learning | May 10, 2024 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Link Stealing Attacks Against Inductive Graph Neural Networks | May 9, 2024 | Graph Neural Network | CodeCode Available | 0 |
| G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning | May 9, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data | May 8, 2024 | EEGGraph Classification | CodeCode Available | 2 |
| Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks | May 8, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 |
| Hybrid Quantum Graph Neural Network for Molecular Property Prediction | May 8, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Leveraging Medical Foundation Model Features in Graph Neural Network-Based Retrieval of Breast Histopathology Images | May 7, 2024 | Contrastive LearningDiagnostic | —Unverified | 0 |
| Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction | May 7, 2024 | Graph Neural Network | —Unverified | 0 |
| Adaptive Least Mean pth Power Graph Neural Networks | May 7, 2024 | Graph Neural Network | —Unverified | 0 |
| ESIHGNN: Event-State Interactions Infused Heterogeneous Graph Neural Network for Conversational Emotion Recognition | May 7, 2024 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |
| Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management | May 6, 2024 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| SocialFormer: Social Interaction Modeling with Edge-enhanced Heterogeneous Graph Transformers for Trajectory Prediction | May 6, 2024 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| E2GNN: Efficient Graph Neural Network Ensembles for Semi-Supervised Classification | May 6, 2024 | Ensemble LearningGraph Neural Network | CodeCode Available | 0 |
| Convolutional Learning on Directed Acyclic Graphs | May 5, 2024 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| E-TSL: A Continuous Educational Turkish Sign Language Dataset with Baseline Methods | May 5, 2024 | Graph Neural NetworkSign Language Translation | —Unverified | 0 |
| Robust Collaborative Perception without External Localization and Clock Devices | May 5, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Contrastive Dual-Interaction Graph Neural Network for Molecular Property Prediction | May 4, 2024 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection | May 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| Protein binding affinity prediction under multiple substitutions applying eGNNs on Residue and Atomic graphs combined with Language model information: eGRAL | May 3, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network | May 3, 2024 | Graph Neural NetworkHeterogeneous Node Classification | CodeCode Available | 1 |
