| Robust Learning in Bayesian Parallel Branching Graph Neural Networks: The Narrow Width Limit | Jul 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Mew: Multiplexed Immunofluorescence Image Analysis through an Efficient Multiplex Network | Jul 25, 2024 | Graph Neural Networkimage-classification | CodeCode Available | 1 |
| Context-aware knowledge graph framework for traffic speed forecasting using graph neural network | Jul 25, 2024 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| Your Graph Recommender is Provably a Single-view Graph Contrastive Learning | Jul 25, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky Social | Jul 24, 2024 | BlockingGraph Neural Network | CodeCode Available | 0 |
| Global Confidence Degree Based Graph Neural Network for Financial Fraud Detection | Jul 24, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation | Jul 22, 2024 | Bayesian InferenceExplanation Generation | —Unverified | 0 |
| Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs | Jul 22, 2024 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Enhancing High-Energy Particle Physics Collision Analysis through Graph Data Attribution Techniques | Jul 20, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics | Jul 19, 2024 | Graph Neural NetworkWeather Forecasting | CodeCode Available | 1 |
| Krait: A Backdoor Attack Against Graph Prompt Tuning | Jul 18, 2024 | Backdoor AttackGraph Neural Network | —Unverified | 0 |
| SENC: Handling Self-collision in Neural Cloth Simulation | Jul 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Fusion Flow-enhanced Graph Pooling Residual Networks for Unmanned Aerial Vehicles Surveillance in Day and Night Dual Visions | Jul 17, 2024 | Graph Neural NetworkOptical Flow Estimation | —Unverified | 0 |
| Dirac--Bianconi Graph Neural Networks -- Enabling Non-Diffusive Long-Range Graph Predictions | Jul 17, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural Network Framework | Jul 17, 2024 | Conformal PredictionGraph Neural Network | —Unverified | 0 |
| Accounting for Work Zone Disruptions in Traffic Flow Forecasting | Jul 16, 2024 | Graph Neural NetworkManagement | —Unverified | 0 |
| A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility | Jul 16, 2024 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Rethinking Fair Graph Neural Networks from Re-balancing | Jul 16, 2024 | counterfactualFairness | CodeCode Available | 1 |
| SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks | Jul 16, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach | Jul 16, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint Learning | Jul 15, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Improved Uncertainty Estimation of Graph Neural Network Potentials Using Engineered Latent Space Distances | Jul 15, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions | Jul 14, 2024 | Click-Through Rate PredictionGraph Neural Network | —Unverified | 0 |
| Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification | Jul 12, 2024 | few-shot-htcFew-shot HTC | —Unverified | 0 |
| SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification | Jul 12, 2024 | graph constructionGraph Learning | CodeCode Available | 0 |