| Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling | Oct 2, 2024 | GPUGraph Neural Network | —Unverified | 0 |
| Scalable Graph Neural Network Training: The Case for Sampling | May 5, 2021 | Graph Neural Network | —Unverified | 0 |
| Scalable Multi-Task Learning for Particle Collision Event Reconstruction with Heterogeneous Graph Neural Networks | Apr 30, 2025 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| Improved particle-flow event reconstruction with scalable neural networks for current and future particle detectors | Sep 13, 2023 | Graph Neural Network | —Unverified | 0 |
| Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach | Jul 3, 2022 | Graph Neural Network | —Unverified | 0 |
| Scalable Predictive Beamforming for IRS-Assisted Multi-User Communications: A Deep Learning Approach | Nov 23, 2022 | Graph Neural Network | —Unverified | 0 |
| Scalable Property Valuation Models via Graph-based Deep Learning | May 10, 2024 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Scalable Training of Trustworthy and Energy-Efficient Predictive Graph Foundation Models for Atomistic Materials Modeling: A Case Study with HydraGNN | Jun 12, 2024 | Atomic ForcesEnsemble Learning | —Unverified | 0 |
| ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning | Jun 9, 2022 | Active LearningDrug Design | —Unverified | 0 |
| SceneCAD: Predicting Object Alignments and Layouts in RGB-D Scans | Mar 27, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| Scene Essence | Jun 19, 2021 | Graph Neural NetworkScene Recognition | —Unverified | 0 |
| SceneScore: Learning a Cost Function for Object Arrangement | Nov 14, 2023 | Graph Neural NetworkObject | —Unverified | 0 |
| ScheduleNet: Learn to Solve MinMax mTSP Using Reinforcement Learning with Delayed Reward | Jan 1, 2021 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking | Nov 10, 2023 | Dialogue State TrackingGraph Neural Network | —Unverified | 0 |
| Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism | Oct 7, 2022 | Graph Neural NetworkManagement | —Unverified | 0 |
| Scoreformer: A Surrogate Model For Large-Scale Prediction of Docking Scores | Jun 13, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs | Feb 12, 2021 | Autonomous VehiclesGraph Attention | —Unverified | 0 |
| Search Strategy Generation for Branch and Bound Using Genetic Programming | Dec 12, 2024 | Graph Neural Network | —Unverified | 0 |
| Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metrics | Mar 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Security Vulnerability Detection with Multitask Self-Instructed Fine-Tuning of Large Language Models | Jun 9, 2024 | Graph Neural NetworkVulnerability Detection | —Unverified | 0 |
| Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks | Sep 10, 2024 | Graph Neural NetworkImage Segmentation | —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 |
| SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment | Oct 28, 2024 | Entity AlignmentGraph Neural Network | —Unverified | 0 |
| Self-Evaluation for Job-Shop Scheduling | Feb 12, 2025 | Combinatorial OptimizationDecision Making | —Unverified | 0 |
| SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering | Oct 3, 2023 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery | Feb 5, 2021 | AttributeData Augmentation | —Unverified | 0 |
| Self-supervised Graph Neural Network for Mechanical CAD Retrieval | Jun 13, 2024 | 3D Shape RepresentationGraph Learning | —Unverified | 0 |
| Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks | Oct 23, 2024 | AttributeDiversity | —Unverified | 0 |
| Self-supervised Graph Representation Learning for Black Market Account Detection | Dec 6, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Self-supervised Incremental Deep Graph Learning for Ethereum Phishing Scam Detection | Jun 18, 2021 | Graph LearningGraph Neural Network | —Unverified | 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 |
| 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 |
| Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos | Sep 13, 2022 | Action SegmentationGraph Neural Network | —Unverified | 0 |
| Semantic Graph Neural Network with Multi-measure Learning for Semi-supervised Classification | Dec 4, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models | Aug 8, 2023 | Feature ImportanceGraph Attention | —Unverified | 0 |
| Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition | Apr 22, 2019 | Facial Action Unit DetectionGraph Neural Network | —Unverified | 0 |
| Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network | Nov 1, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Semantic Parsing for Question Answering over Knowledge Graphs | Dec 1, 2023 | DecoderGraph Neural Network | —Unverified | 0 |
| Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction | Jan 29, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics | Jun 13, 2025 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Semantic tradeoff for heterogeneous graph embedding | Jun 1, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 |
| Semi-decentralized Federated Ego Graph Learning for Recommendation | Feb 10, 2023 | Collaborative FilteringGraph Learning | —Unverified | 0 |
| Semi-Equivariant Continuous Normalizing Flows for Target-Aware Molecule Generation | Nov 9, 2022 | Graph Neural Network | —Unverified | 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 |
| Semi-supervised 3D Object Detection via Temporal Graph Neural Networks | Feb 1, 2022 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Semi-Supervised GCN for learning Molecular Structure-Activity Relationships | Jan 25, 2022 | Drug DesignGraph Neural Network | —Unverified | 0 |
| Semi-supervised Graph Neural Network for Particle-level Noise Removal | Sep 24, 2021 | Graph Neural Network | —Unverified | 0 |
| Semi-Weakly Supervised Object Kinematic Motion Prediction | Mar 31, 2023 | Graph Neural Networkmotion prediction | —Unverified | 0 |
| SENC: Handling Self-collision in Neural Cloth Simulation | Jul 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network | Aug 10, 2022 | Graph Neural Network | —Unverified | 0 |