| Finding Hamiltonian cycles with graph neural networks | Jun 10, 2023 | GPUGraph Neural Network | CodeCode Available | 0 |
| A Graph Dynamics Prior for Relational Inference | Jun 9, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks | Jun 8, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| TopoMask: Instance-Mask-Based Formulation for the Road Topology Problem via Transformer-Based Architecture | Jun 8, 2023 | 3D Lane DetectionGraph Neural Network | —Unverified | 0 |
| ViG-UNet: Vision Graph Neural Networks for Medical Image Segmentation | Jun 8, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction | Jun 8, 2023 | Drug DiscoveryGraph Learning | CodeCode Available | 1 |
| Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach | Jun 7, 2023 | Edge-computingGraph Neural Network | —Unverified | 0 |
| Permutation Equivariant Graph Framelets for Heterophilous Graph Learning | Jun 7, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| BeMap: Balanced Message Passing for Fair Graph Neural Network | Jun 7, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Structural Re-weighting Improves Graph Domain Adaptation | Jun 5, 2023 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition | Jun 5, 2023 | Graph Neural NetworkVector Graphics | CodeCode Available | 0 |
| Learning Similarity among Users for Personalized Session-Based Recommendation from hierarchical structure of User-Session-Item | Jun 5, 2023 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Barriers for the performance of graph neural networks (GNN) in discrete random structures. A comment on~schuetz2022combinatorial,angelini2023modern,schuetz2023reply | Jun 5, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Recent Advances in Graph-based Machine Learning for Applications in Smart Urban Transportation Systems | Jun 2, 2023 | Graph Neural Network | —Unverified | 0 |
| Semantic tradeoff for heterogeneous graph embedding | Jun 1, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Reconstructing Graph Diffusion History from a Single Snapshot | Jun 1, 2023 | Graph Neural Networkparameter estimation | CodeCode Available | 0 |
| Interpreting GNN-based IDS Detections Using Provenance Graph Structural Features | Jun 1, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation | May 31, 2023 | Graph Neural Network | —Unverified | 0 |
| Verifying the Smoothness of Graph Signals: A Graph Signal Processing Approach | May 31, 2023 | Graph Neural Network | —Unverified | 0 |
| Contrastive Hierarchical Discourse Graph for Scientific Document Summarization | May 31, 2023 | Contrastive LearningDocument Summarization | —Unverified | 0 |
| Towards Semi-supervised Universal Graph Classification | May 31, 2023 | ClassificationGraph Classification | —Unverified | 0 |
| Catalysis distillation neural network for the few shot open catalyst challenge | May 31, 2023 | Computational chemistryFew-Shot Learning | —Unverified | 0 |
| Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representation Learning | May 31, 2023 | Decision MakingGeneral Knowledge | CodeCode Available | 2 |
| Graph Neural Network for spatiotemporal data: methods and applications | May 30, 2023 | Graph Neural NetworkWeather Forecasting | —Unverified | 0 |
| Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer Generator | May 30, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
