| GNN: Graph Neural Network and Large Language Model for Data Discovery | Aug 24, 2024 | AttributeGraph Neural Network | —Unverified | 0 |
| Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks | Aug 24, 2024 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| Applying graph neural network to SupplyGraph for supply chain network | Aug 23, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage | Aug 23, 2024 | Computational EfficiencyDrug Discovery | CodeCode Available | 2 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| Behavior Pattern Mining-based Multi-Behavior Recommendation | Aug 22, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Towards Probabilistic Inductive Logic Programming with Neurosymbolic Inference and Relaxation | Aug 21, 2024 | Graph Neural NetworkInductive logic programming | —Unverified | 0 |
| GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization | Aug 20, 2024 | Adversarial AttackGraph Neural Network | —Unverified | 0 |
| 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 |
| Multi-task Heterogeneous Graph Learning on Electronic Health Records | Aug 14, 2024 | Causal InferenceDenoising | CodeCode Available | 1 |
| RSEA-MVGNN: Multi-View Graph Neural Network with Reliable Structural Enhancement and Aggregation | Aug 14, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Graph neural network surrogate for strategic transport planning | Aug 14, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| 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 |
| Graph Neural Networks as Ordering Heuristics for Parallel Graph Coloring | Aug 9, 2024 | Graph Neural Network | —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 |
| A GNN Model with Adaptive Weights for Session-Based Recommendation Systems | Aug 9, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |