| Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models | Jun 9, 2024 | Graph Neural NetworkVulnerability Detection | —Unverified | 0 | 0 |
| Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks | Sep 10, 2024 | Graph Neural NetworkImage Segmentation | —Unverified | 0 | 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 | 0 |
| SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment | Oct 28, 2024 | Entity AlignmentGraph Neural Network | —Unverified | 0 | 0 |
| Self-Evaluation for Job-Shop Scheduling | Feb 12, 2025 | Combinatorial OptimizationDecision Making | —Unverified | 0 | 0 |
| SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering | Oct 3, 2023 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery | Feb 5, 2021 | AttributeData Augmentation | —Unverified | 0 | 0 |
| Self-supervised Graph Neural Network for Mechanical CAD Retrieval | Jun 13, 2024 | 3D Shape RepresentationGraph Learning | —Unverified | 0 | 0 |
| Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks | Oct 23, 2024 | AttributeDiversity | —Unverified | 0 | 0 |
| Self-supervised Graph Representation Learning for Black Market Account Detection | Dec 6, 2022 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection | Jun 18, 2021 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles | Aug 22, 2022 | ArticlesGraph Neural Network | —Unverified | 0 | 0 |
| Self-supervised Spatio-Temporal Graph Mask-Passing Attention Network for Perceptual Importance Prediction of Multi-point Tactility | Oct 4, 2024 | Graph Neural NetworkSelf-Supervised Learning | —Unverified | 0 | 0 |
| Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos | Sep 13, 2022 | Action SegmentationGraph Neural Network | —Unverified | 0 | 0 |
| Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification | Dec 4, 2022 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models | Aug 8, 2023 | Feature ImportanceGraph Attention | —Unverified | 0 | 0 |
| Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition | Apr 22, 2019 | Facial Action Unit DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network | Nov 1, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Semantic Parsing for Question Answering over Knowledge Graphs | Dec 1, 2023 | DecoderGraph Neural Network | —Unverified | 0 | 0 |
| Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction | Jan 29, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics | Jun 13, 2025 | BenchmarkingContrastive Learning | —Unverified | 0 | 0 |
| Semantic tradeoff for heterogeneous graph embedding | Jun 1, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 | 0 |
| Semi-decentralized Federated Ego Graph Learning for Recommendation | Feb 10, 2023 | Collaborative FilteringGraph Learning | —Unverified | 0 | 0 |
| Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation | Nov 9, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction | May 15, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Semi-supervised 3D Object Detection via Temporal Graph Neural Networks | Feb 1, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 | 0 |
| Semi-Supervised GCN for learning Molecular Structure-Activity Relationships | Jan 25, 2022 | Drug DesignGraph Neural Network | —Unverified | 0 | 0 |
| Semi-supervised Graph Neural Network for Particle-level Noise Removal | Sep 24, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Semi-Weakly Supervised Object Kinematic Motion Prediction | Mar 31, 2023 | Graph Neural Networkmotion prediction | —Unverified | 0 | 0 |
| SENC: Handling Self-collision in Neural Cloth Simulation | Jul 17, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network | Aug 10, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Sequential Graph Neural Networks for Source Code Vulnerability Identification | May 23, 2023 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Sequential Monte Carlo Graph Convolutional Network for Dynamic Brain Connectivity | Oct 1, 2023 | Functional ConnectivityGraph Neural Network | —Unverified | 0 | 0 |
| Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels | Feb 13, 2021 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 | 0 |
| Series Photo Selection via Multi-view Graph Learning | Mar 18, 2022 | Aesthetics Quality AssessmentGraph Learning | —Unverified | 0 | 0 |
| Service Discovery in Social Internet of Things using Graph Neural Networks | May 25, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks | Jul 16, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network | Aug 12, 2021 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 | 0 |
| SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network | Jul 3, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| SFR-GNN: Simple and Fast Robust GNNs against Structural Attacks | Aug 29, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| SGAC: A Graph Neural Network Framework for Imbalanced and Structure-Aware AMP Classification | Dec 20, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| Shape-Biased Domain Generalization via Shock Graph Embeddings | Sep 13, 2021 | Domain GeneralizationGraph Neural Network | —Unverified | 0 | 0 |
| Short-Term Power Prediction for Renewable Energy Using Hybrid Graph Convolutional Network and Long Short-Term Memory Approach | Nov 15, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Show me your NFT and I tell you how it will perform: Multimodal representation learning for NFT selling price prediction | Feb 3, 2023 | Graph Neural NetworkMultimodal Deep Learning | —Unverified | 0 | 0 |
| SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation | Sep 25, 2020 | Graph Neural NetworkHand Pose Estimation | —Unverified | 0 | 0 |
| Signed Graph Diffusion Network | Dec 28, 2020 | Graph Neural NetworkLink Sign Prediction | —Unverified | 0 | 0 |
| Representation Learning in Continuous-Time Dynamic Signed Networks | Jul 7, 2022 | Graph Neural NetworkLink Sign Prediction | —Unverified | 0 | 0 |
| Sign Language Translation with Hierarchical Spatio-TemporalGraph Neural Network | Nov 14, 2021 | Graph Neural NetworkMachine Translation | —Unverified | 0 | 0 |
| SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning | Mar 11, 2024 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| SimCalib: Graph Neural Network Calibration based on Similarity between Nodes | Dec 19, 2023 | Graph Neural Network | —Unverified | 0 | 0 |