| BernGraph: Probabilistic Graph Neural Networks for EHR-based Medication Recommendations | Aug 18, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs | Aug 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Mitigating Degree Bias in Signed Graph Neural Networks | Aug 16, 2024 | FairnessGraph Neural Network | —Unverified | 0 |
| GrassNet: State Space Model Meets Graph Neural Network | Aug 16, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Aug 14, 2024 | Graph Neural Network | CodeCode Available | 0 |
| RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation | Aug 14, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models | Aug 13, 2024 | Graph Neural Network | —Unverified | 0 |
| Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic Rewards | Aug 12, 2024 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers | Aug 12, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| A Laplacian-based Quantum Graph Neural Network for Semi-Supervised Learning | Aug 10, 2024 | Graph Neural Network | —Unverified | 0 |
| Modeling Multi-Step Scientific Processes with Graph Transformer Networks | Aug 10, 2024 | Efficient ExplorationGraph Learning | —Unverified | 0 |
| Text classification optimization algorithm based on graph neural network | Aug 9, 2024 | Classificationgraph construction | —Unverified | 0 |
| A GNN Model with Adaptive Weights for Session-Based Recommendation Systems | Aug 9, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| MDS-GNN: A Mutual Dual-Stream Graph Neural Network on Graphs with Incomplete Features and Structure | Aug 9, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring | Aug 9, 2024 | Graph Neural Network | —Unverified | 0 |
| Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs | Aug 8, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Understanding and Modeling Job Marketplace with Pretrained Language Models | Aug 8, 2024 | Graph Neural Network | —Unverified | 0 |
| MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis | Aug 6, 2024 | Functional ConnectivityGraph Generation | —Unverified | 0 |
| CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Aug 6, 2024 | Explainable RecommendationGraph Neural Network | —Unverified | 0 |
| SETN: Stock Embedding Enhanced with Textual and Network Information | Aug 6, 2024 | Graph Neural NetworkManagement | —Unverified | 0 |
| Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks | Aug 5, 2024 | Graph Neural Network | —Unverified | 0 |
| GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Aug 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities | Aug 2, 2024 | DiagnosticDiversity | —Unverified | 0 |
| Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Aug 1, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Aug 1, 2024 | Graph Neural NetworkQuantization | —Unverified | 0 |