| Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers | Mar 8, 2025 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks | Mar 5, 2025 | Graph Neural NetworkSegmentation | —Unverified | 0 |
| REGRACE: A Robust and Efficient Graph-based Re-localization Algorithm using Consistency Evaluation | Mar 5, 2025 | Graph Neural Network | —Unverified | 0 |
| PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning | Mar 5, 2025 | Anomaly DetectionClassification | —Unverified | 0 |
| Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Mar 5, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| GraphGarment: Learning Garment Dynamics for Bimanual Cloth Manipulation Tasks | Mar 4, 2025 | Graph Neural Network | —Unverified | 0 |
| Node-level Contrastive Unlearning on Graph Neural Networks | Mar 4, 2025 | Graph Neural Networkgraph partitioning | —Unverified | 0 |
| Reliable and Efficient Multi-Agent Coordination via Graph Neural Network Variational Autoencoders | Mar 4, 2025 | Graph Neural NetworkRobot Navigation | —Unverified | 0 |
| GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models | Mar 3, 2025 | Drug Response PredictionGraph Neural Network | —Unverified | 0 |
| Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects | Mar 3, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Soybean Disease Detection via Interpretable Hybrid CNN-GNN: Integrating MobileNetV2 and GraphSAGE with Cross-Modal Attention | Mar 3, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Enhancing Social Media Rumor Detection: A Semantic and Graph Neural Network Approach for the 2024 Global Election | Mar 3, 2025 | Graph Neural Network | —Unverified | 0 |
| Particle-based plasma simulation using a graph neural network | Mar 1, 2025 | Graph Neural Network | —Unverified | 0 |
| Periodic Materials Generation using Text-Guided Joint Diffusion Model | Mar 1, 2025 | DenoisingGraph Neural Network | CodeCode Available | 0 |
| Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving | Feb 28, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction | Feb 27, 2025 | DecoderGraph Neural Network | —Unverified | 0 |
| Multi-level Attention-guided Graph Neural Network for Image Restoration | Feb 26, 2025 | Graph Neural NetworkImage Restoration | —Unverified | 0 |
| GNN-XAR: A Graph Neural Network for Explainable Activity Recognition in Smart Homes | Feb 25, 2025 | Activity RecognitionExplainable artificial intelligence | —Unverified | 0 |
| A Novel Spatiotemporal Correlation Anomaly Detection Method Based on Time-Frequency-Domain Feature Fusion and a Dynamic Graph Neural Network in Wireless Sensor Network | Feb 25, 2025 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| A graph neural network-based multispectral-view learning model for diabetic macular ischemia detection from color fundus photographs | Feb 25, 2025 | Graph Neural NetworkMULTI-VIEW LEARNING | —Unverified | 0 |
| Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks | Feb 24, 2025 | Graph Neural NetworkMath | CodeCode Available | 0 |
| Network Tomography with Path-Centric Graph Neural Network | Feb 23, 2025 | Fault DiagnosisGraph Neural Network | —Unverified | 0 |
| Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Feb 23, 2025 | Disease PredictionGraph Neural Network | CodeCode Available | 0 |
| Subsampling Graphs with GNN Performance Guarantees | Feb 23, 2025 | Graph Neural NetworkModel Selection | —Unverified | 0 |
| Advanced Text Analytics -- Graph Neural Network for Fake News Detection in Social Media | Feb 22, 2025 | ClusteringFake News Detection | —Unverified | 0 |