Halal or Not: Knowledge Graph Completion for Predicting Cultural Appropriateness of Daily Products Paper • 2501.05768 • Published Jan 10, 2025
Connector 0.5: A unified framework for graph representation learning Paper • 2304.13195 • Published Apr 25, 2023
Transitivity-Preserving Graph Representation Learning for Bridging Local Connectivity and Role-based Similarity Paper • 2308.09517 • Published Aug 18, 2023
Companion Animal Disease Diagnostics based on Literal-aware Medical Knowledge Graph Representation Learning Paper • 2309.03219 • Published Aug 31, 2023
Mitigating Degree Biases in Message Passing Mechanism by Utilizing Community Structures Paper • 2312.16788 • Published Dec 28, 2023
CloudNine: Analyzing Meteorological Observation Impact on Weather Prediction Using Explainable Graph Neural Networks Paper • 2402.14861 • Published Feb 21, 2024
Explainable Graph Neural Networks for Observation Impact Analysis in Atmospheric State Estimation Paper • 2403.17384 • Published Mar 26, 2024
Pre-training Graph Neural Networks on Molecules by Using Subgraph-Conditioned Graph Information Bottleneck Paper • 2412.15589 • Published Dec 20, 2024
Mitigating Degree Bias in Graph Representation Learning with Learnable Structural Augmentation and Structural Self-Attention Paper • 2504.15075 • Published Apr 21, 2025
Discovering Spatial Correlations of Earth Observations for weather forecasting by using Graph Structure Learning Paper • 2508.07659 • Published Nov 10, 2025
Pre-training Graph Neural Networks on 2D and 3D Molecular Structures by using Multi-View Conditional Information Bottleneck Paper • 2511.18404 • Published Nov 23, 2025
Context-aware Graph Causality Inference for Few-Shot Molecular Property Prediction Paper • 2601.11135 • Published Jan 16 • 1