| 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 |
| 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 |
| RelBench: A Benchmark for Deep Learning on Relational Databases | Jul 29, 2024 | Deep LearningFeature Engineering | CodeCode Available | 3 |
| A Unified Graph Transformer for Overcoming Isolations in Multi-modal Recommendation | Jul 29, 2024 | Graph Neural NetworkMulti-modal Recommendation | —Unverified | 0 |
| GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks | Jul 28, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Reputation-Driven Asynchronous Federated Learning for Enhanced Trajectory Prediction with Blockchain | Jul 28, 2024 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
