| Advances in Continual Graph Learning for Anti-Money Laundering Systems: A Comprehensive Review | Mar 31, 2025 | Continual LearningGraph Learning | CodeCode Available | 0 |
| Graph Neural Network-Based Predictive Modeling for Robotic Plaster Printing | Mar 31, 2025 | Graph Neural Network | —Unverified | 0 |
| LGIN: Defining an Approximately Powerful Hyperbolic GNN | Mar 31, 2025 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Prediction of 30-day hospital readmission with clinical notes and EHR information | Mar 29, 2025 | Graph Neural Network | —Unverified | 0 |
| Few-Shot Graph Out-of-Distribution Detection with LLMs | Mar 28, 2025 | Graph Neural NetworkInformativeness | —Unverified | 0 |
| Data-driven modeling of fluid flow around rotating structures with graph neural networks | Mar 28, 2025 | Graph Neural Network | —Unverified | 0 |
| PowerGNN: A Topology-Aware Graph Neural Network for Electricity Grids | Mar 26, 2025 | Graph Neural Network | —Unverified | 0 |
| Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs | Mar 26, 2025 | Data IntegrationGraph Embedding | CodeCode Available | 0 |
| Symmetry-Informed Graph Neural Networks for Carbon Dioxide Isotherm and Adsorption Prediction in Aluminum-Substituted Zeolites | Mar 26, 2025 | Graph Neural NetworkProperty Prediction | —Unverified | 0 |
| SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment | Mar 24, 2025 | Entity AlignmentEntity Embeddings | —Unverified | 0 |
| MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering | Mar 24, 2025 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Enhancing Steering Estimation with Semantic-Aware GNNs | Mar 21, 2025 | Autonomous Drivinggraph construction | —Unverified | 0 |
| Robustness of deep learning classification to adversarial input on GPUs: asynchronous parallel accumulation is a source of vulnerability | Mar 21, 2025 | Adversarial RobustnessBayesian Optimization | —Unverified | 0 |
| Ordered Topological Deep Learning: a Network Modeling Case Study | Mar 20, 2025 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Deep Polycuboid Fitting for Compact 3D Representation of Indoor Scenes | Mar 19, 2025 | Graph Neural Network | —Unverified | 0 |
| PETIMOT: A Novel Framework for Inferring Protein Motions from Sparse Data Using SE(3)-Equivariant Graph Neural Networks | Mar 19, 2025 | Graph Neural NetworkProtein Structure Prediction | —Unverified | 0 |
| Efficient Data Selection for Training Genomic Perturbation Models | Mar 18, 2025 | Active LearningGraph Neural Network | —Unverified | 0 |
| MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network | Mar 17, 2025 | AnatomyComputational Efficiency | —Unverified | 0 |
| GCBLANE: A graph-enhanced convolutional BiLSTM attention network for improved transcription factor binding site prediction | Mar 16, 2025 | Graph Neural NetworkTranscription Factor Binding Site Prediction | CodeCode Available | 0 |
| Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning | Mar 15, 2025 | Anomaly DetectionGraph Anomaly Detection | CodeCode Available | 0 |
| Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis | Mar 12, 2025 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Graph Neural Network for Location- and Orientation-Assisted mmWave Beam Alignment | Mar 10, 2025 | Graph Neural Network | —Unverified | 0 |
| Dynamic Load Balancing for EV Charging Stations Using Reinforcement Learning and Demand Prediction | Mar 9, 2025 | Graph Neural NetworkReinforcement Learning (RL) | —Unverified | 0 |
| Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA | Mar 9, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Distributed Graph Neural Network Inference With Just-In-Time Compilation For Industry-Scale Graphs | Mar 8, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 |