| Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks | Aug 5, 2024 | Graph Neural Network | —Unverified | 0 |
| GraphAge: Unleashing the power of Graph Neural Network to Decode Epigenetic Aging | Aug 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities | Aug 2, 2024 | DiagnosticDiversity | —Unverified | 0 |
| Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Aug 1, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Aug 1, 2024 | Graph Neural NetworkQuantization | —Unverified | 0 |
| CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding | Aug 1, 2024 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | Jul 31, 2024 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| GNUMAP: A Parameter-Free Approach to Unsupervised Dimensionality Reduction via Graph Neural Networks | Jul 30, 2024 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Unveiling the Potential of Spiking Dynamics in Graph Representation Learning through Spatial-Temporal Normalization and Coding Strategies | Jul 30, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 |
