| SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check | Nov 1, 2021 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 | 0 |
| SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation | May 31, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Spoofing Detection in the Physical Layer with Graph Neural Networks | Jan 16, 2024 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| SSP-GNN: Learning to Track via Bilevel Optimization | Jul 5, 2024 | Bilevel OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| Stand for Something or Fall for Everything: Predict Misinformation Spread with Stance-Aware Graph Neural Networks | Oct 4, 2023 | Graph Neural NetworkMisinformation | —Unverified | 0 | 0 |
| STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval | Aug 15, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 | 0 |
| Star Graph Neural Networks for Session-based Recommendation | Oct 19, 2020 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 | 0 |
| Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation | Jul 1, 2022 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 | 0 |
| Stereo Visual Odometry with Deep Learning-Based Point and Line Feature Matching using an Attention Graph Neural Network | Aug 2, 2023 | 3D ReconstructionGraph Neural Network | —Unverified | 0 | 0 |
| ST-GraphNet: A Spatio-Temporal Graph Neural Network for Understanding and Predicting Automated Vehicle Crash Severity | Jun 9, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | May 6, 2025 | Contrastive Learninggraph construction | —Unverified | 0 | 0 |
| STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control | Aug 28, 2019 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation | Mar 16, 2024 | DenoisingGraph Neural Network | —Unverified | 0 | 0 |
| STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC | Jun 17, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Stochastic Graph Neural Networks | Jun 4, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| Stock Market Telepathy: Graph Neural Networks Predicting the Secret Conversations between MINT and G7 Countries | Jun 2, 2025 | Graph Neural NetworkMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| Stock Type Prediction Model Based on Hierarchical Graph Neural Network | Dec 9, 2024 | Graph Neural NetworkStock Prediction | —Unverified | 0 | 0 |
| Story Point Effort Estimation by Text Level Graph Neural Network | Mar 6, 2022 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 | 0 |
| Str-L Pose: Integrating Point and Structured Line for Relative Pose Estimation in Dual-Graph | Aug 28, 2024 | Autonomous DrivingGraph Neural Network | —Unverified | 0 | 0 |
| Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification | Apr 1, 2021 | Fact VerificationGraph Neural Network | —Unverified | 0 | 0 |
| Structural Realization with GGNNs | Jun 1, 2021 | Graph Neural NetworkLanguage Modelling | —Unverified | 0 | 0 |
| Structure based SAT dataset for analysing GNN generalisation | Feb 17, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Structure Embedded Nucleus Classification for Histopathology Images | Feb 22, 2023 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Structure Enhanced Graph Neural Networks for Link Prediction | Jan 14, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 | 0 |
| STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension | Dec 24, 2022 | Abstractive Dialogue SummarizationGraph Neural Network | —Unverified | 0 | 0 |
| Studying and Improving Graph Neural Network-based Motif Estimation | May 30, 2025 | Graph GenerationGraph Neural Network | —Unverified | 0 | 0 |
| Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network | Apr 26, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Subsampling Graphs with GNN Performance Guarantees | Feb 23, 2025 | Graph Neural NetworkModel Selection | —Unverified | 0 | 0 |
| Substructure-Atom Cross Attention for Molecular Representation Learning | Oct 15, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| SUGER: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation | May 5, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations | Dec 2, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Superpixel perception graph neural network for intelligent defect detection of aero-engine blade | Oct 14, 2022 | Defect DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Supervised Contrastive Learning with Structure Inference for Graph Classification | Mar 15, 2022 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| SurfGNN: A robust surface-based prediction model with interpretability for coactivation maps of spatial and cortical features | Nov 5, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| Survey of Graph Neural Network for Internet of Things and NextG Networks | May 27, 2024 | Graph Neural NetworkIntrusion Detection | —Unverified | 0 | 0 |
| Survey on Graph Neural Network Acceleration: An Algorithmic Perspective | Feb 10, 2022 | Graph Neural NetworkSurvey | —Unverified | 0 | 0 |
| Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks | Dec 20, 2020 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning | Feb 6, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 | 0 |
| Symbiotic Message Passing Model for Transfer Learning between Anti-Fungal and Anti-Bacterial Domains | Apr 14, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 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 | 0 |
| Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks | Dec 7, 2023 | Collaborative FilteringGraph Neural Network | —Unverified | 0 | 0 |
| Synthetic Graph Generation to Benchmark Graph Learning | Apr 4, 2022 | Graph GenerationGraph Learning | —Unverified | 0 | 0 |
| SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design | Oct 3, 2024 | Drug DesignDrug Discovery | —Unverified | 0 | 0 |
| TabGSL: Graph Structure Learning for Tabular Data Prediction | May 25, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach | Jul 16, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Tagging fully hadronic exotic decays of the vectorlike B quark using a graph neural network | May 12, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Tango: rethinking quantization for graph neural network training on GPUs | Aug 2, 2023 | Graph Neural NetworkQuantization | —Unverified | 0 | 0 |
| Targeting occupant feedback using digital twins: Adaptive spatial-temporal thermal preference sampling to optimize personal comfort models | Feb 22, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Target-Referenced Reactive Grasping for Dynamic Objects | Jan 1, 2023 | Graph Neural Network | —Unverified | 0 | 0 |