| 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 | 0 |
| Tailoring Graph Neural Network-based Flow-guided Localization to Individual Bloodstreams and Activities | Aug 2, 2024 | DiagnosticDiversity | —Unverified | 0 | 0 |
| Algorithm-Informed Graph Neural Networks for Leakage Detection and Localization in Water Distribution Networks | Aug 5, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| SETN: Stock Embedding Enhanced with Textual and Network Information | Aug 6, 2024 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs | Aug 6, 2024 | Explainable RecommendationGraph Neural Network | —Unverified | 0 | 0 |
| Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature | Sep 21, 2024 | Graph Neural NetworkOpinion Mining | —Unverified | 0 | 0 |
| Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment | Sep 23, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 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 | 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 | 0 |
| Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects | Mar 3, 2025 | Causal Inferencecounterfactual | —Unverified | 0 | 0 |
| Learning Repetition-Invariant Representations for Polymer Informatics | May 15, 2025 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 0 |
| HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport | Jun 3, 2025 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations | Jun 5, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| ChemGraph: An Agentic Framework for Computational Chemistry Workflows | Jun 3, 2025 | Computational chemistryGraph Neural Network | —Unverified | 0 | 0 |
| 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance | Dec 26, 2022 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| 3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention | Mar 21, 2022 | 3D Multi-Object TrackingGraph Neural Network | —Unverified | 0 | 0 |
| 3D Multi-Object Tracking with Differentiable Pose Estimation | Jun 28, 2022 | 3D Multi-Object TrackingGraph Neural Network | —Unverified | 0 | 0 |
| 3D Object Detection in LiDAR Point Clouds using Graph Neural Networks | Jan 29, 2023 | 3D geometry3D Object Detection | —Unverified | 0 | 0 |
| 3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators | Nov 12, 2020 | Graph Neural NetworkObject | —Unverified | 0 | 0 |
| 3D PETCT Tumor Lesion Segmentation via GCN Refinement | Feb 24, 2023 | Graph Neural NetworkLesion Segmentation | —Unverified | 0 | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 | 0 |
| 3D Shapes Local Geometry Codes Learning with SDF | Aug 19, 2021 | 3D geometry3D Shape Reconstruction | —Unverified | 0 | 0 |
| 3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve | Dec 23, 2021 | Action RecognitionDynamic Time Warping | —Unverified | 0 | 0 |
| ABC: Aggregation before Communication, a Communication Reduction Framework for Distributed Graph Neural Network Training and Effective Partition | Dec 11, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| A Benchmark Dataset for Graph Regression with Homogeneous and Multi-Relational Variants | May 29, 2025 | Graph Neural NetworkGraph Regression | —Unverified | 0 | 0 |