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| ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning | Apr 30, 2025 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Learning a General Model: Folding Clothing with Topological Dynamics | Apr 29, 2025 | Graph Neural NetworkKeypoint Detection | —Unverified | 0 |
| Skill Discovery for Software Scripting Automation via Offline Simulations with LLMs | Apr 29, 2025 | Code GenerationGraph Neural Network | —Unverified | 0 |
| DB-GNN: Dual-Branch Graph Neural Network with Multi-Level Contrastive Learning for Jointly Identifying Within- and Cross-Frequency Coupled Brain Networks | Apr 29, 2025 | Contrastive LearningEEG | —Unverified | 0 |
| Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS | Apr 29, 2025 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks | Apr 28, 2025 | Graph Neural Network | —Unverified | 0 |
| Generative Diffusion Models for Resource Allocation in Wireless Networks | Apr 28, 2025 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Prediction of Nonlinear Optical Properties | Apr 28, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Hierarchical Uncertainty-Aware Graph Neural Network | Apr 28, 2025 | DiversityGraph Neural Network | —Unverified | 0 |
| Intelligent4DSE: Optimizing High-Level Synthesis Design Space Exploration with Graph Neural Networks and Large Language Models | Apr 28, 2025 | Evolutionary AlgorithmsGraph Neural Network | —Unverified | 0 |
| HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction Prediction | Apr 27, 2025 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Heterogeneous network drug-target interaction prediction model based on graph wavelet transform and multi-level contrastive learning | Apr 27, 2025 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| Efficient Learning on Large Graphs using a Densifying Regularity Lemma | Apr 25, 2025 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Explainable Deep-Learning Based Potentially Hazardous Asteroids Classification Using Graph Neural Networks | Apr 25, 2025 | Autonomous NavigationFeature Importance | CodeCode Available | 0 |
| The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration | Apr 21, 2025 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Rhythm of Opinion: A Hawkes-Graph Framework for Dynamic Propagation Analysis | Apr 21, 2025 | Graph Neural NetworkRhythm | —Unverified | 0 |
| Beamforming Design and Association Scheme for Multi-RIS Multi-User mmWave Systems Through Graph Neural Networks | Apr 20, 2025 | BlockingGraph Neural Network | —Unverified | 0 |
| LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method | Apr 20, 2025 | Graph Neural Network | —Unverified | 0 |
| ViG3D-UNet: Volumetric Vascular Connectivity-Aware Segmentation via 3D Vision Graph Representation | Apr 18, 2025 | Graph Neural NetworkSegmentation | —Unverified | 0 |
| Equi-Euler GraphNet: An Equivariant, Temporal-Dynamics Informed Graph Neural Network for Dual Force and Trajectory Prediction in Multi-Body Systems | Apr 18, 2025 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| Deep Learning on Graphs for Mobile Network Topology Generation | Apr 18, 2025 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID Graphs | Apr 16, 2025 | Federated LearningFraud Detection | CodeCode Available | 0 |
| Clustering and analysis of user behaviour in blockchain: A case study of Planet IX | Apr 16, 2025 | Graph Neural Network | —Unverified | 0 |
| Network Alignment | Apr 15, 2025 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 |