| Integrating Physics Inspired Features with Graph Convolution | Mar 18, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Dual-Channel Multiplex Graph Neural Networks for Recommendation | Mar 18, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Graph Neural Network for Neutrino Physics Event Reconstruction | Mar 18, 2024 | CPUGPU | —Unverified | 0 |
| DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks | Mar 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects | Mar 17, 2024 | Graph Neural NetworkUncertainty Quantification | —Unverified | 0 |
| Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction | Mar 17, 2024 | Domain GeneralizationGraph Neural Network | —Unverified | 0 |
| ECRC: Emotion-Causality Recognition in Korean Conversation for GCN | Mar 16, 2024 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation | Mar 16, 2024 | DenoisingGraph Neural Network | —Unverified | 0 |
| Discovering Invariant Neighborhood Patterns for Heterophilic Graphs | Mar 15, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection | Mar 15, 2024 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations | Mar 15, 2024 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN) | Mar 15, 2024 | Graph Neural NetworkSpatial Interpolation | —Unverified | 0 |
| Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research | Mar 13, 2024 | Graph Neural Network | —Unverified | 0 |
| BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network | Mar 13, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations | Mar 12, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Ensemble Quadratic Assignment Network for Graph Matching | Mar 11, 2024 | 3D Shape ClassificationGPU | —Unverified | 0 |
| Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling | Mar 11, 2024 | Graph Neural Network | —Unverified | 0 |
| SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning | Mar 11, 2024 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning | Mar 11, 2024 | Binary ClassificationGraph Neural Network | —Unverified | 0 |
| Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack | Mar 10, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Jet Discrimination with Quantum Complete Graph Neural Network | Mar 8, 2024 | Graph Neural NetworkQuantum Machine Learning | CodeCode Available | 0 |
| BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization | Mar 7, 2024 | Bilevel OptimizationGraph Learning | CodeCode Available | 0 |
| Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks | Mar 7, 2024 | Graph Neural NetworkMatrix Completion | —Unverified | 0 |
| Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion | Mar 7, 2024 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| An AI-enabled Agent-Based Model and Its Application in Measles Outbreak Simulation for New Zealand | Mar 6, 2024 | Graph Neural Network | —Unverified | 0 |