| Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series | Mar 8, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Spatial Attention-Based 3D Graph Convolutional Neural Network for Sign Language Recognition | Jun 16, 2022 | Graph Neural NetworkSign Language Recognition | —Unverified | 0 |
| Spatial Correspondence between Graph Neural Network-Segmented Images | Mar 12, 2023 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Spatial Graph Coarsening: Weather and Weekday Prediction with London's Bike-Sharing Service using GNN | Aug 30, 2023 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data | Oct 18, 2019 | Graph Neural NetworkMotion Planning | —Unverified | 0 |
| Spatially Directional Dual-Attention GAT for Spatial Fluoride Health Risk Modeling | Apr 13, 2025 | AttributeGraph Attention | —Unverified | 0 |
| Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems | Oct 27, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction | Jan 29, 2024 | Graph Neural NetworkManagement | —Unverified | 0 |
| Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA) | Mar 25, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Spatiotemporal Event Graphs for Dynamic Scene Understanding | Dec 11, 2023 | Action DetectionActivity Detection | —Unverified | 0 |
| Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network | Apr 15, 2022 | DiversityGraph Attention | —Unverified | 0 |
| Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation | Dec 10, 2020 | Graph Neural NetworkObject | —Unverified | 0 |
| Spatiotemporal Graph Neural Network Modelling Perfusion MRI | Jun 10, 2024 | Graph Neural NetworkGraph structure learning | —Unverified | 0 |
| Spatio-Temporal Graph Neural Networks: A Survey | Jan 25, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Spatio-temporal graph neural networks for multi-site PV power forecasting | Jul 29, 2021 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting | Feb 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Spectral Brain Graph Neural Network for Prediction of Anxiety in Children with Autism Spectrum Disorder | Apr 23, 2024 | Graph Neural Network | —Unverified | 0 |
| SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps | May 21, 2025 | Graph Neural NetworkOut-of-Distribution Detection | —Unverified | 0 |
| Spectral Temporal Graph Neural Network for Trajectory Prediction | Jun 5, 2021 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |
| SpellBERT: A Lightweight Pretrained Model for Chinese Spelling Check | Nov 1, 2021 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation | May 31, 2023 | Graph Neural Network | —Unverified | 0 |
| Spoofing Detection in the Physical Layer with Graph Neural Networks | Jan 16, 2024 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| SSP-GNN: Learning to Track via Bilevel Optimization | Jul 5, 2024 | Bilevel OptimizationGraph Neural Network | —Unverified | 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 |
| STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval | Aug 15, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Star Graph Neural Networks for Session-based Recommendation | Oct 19, 2020 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 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 |
| 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 |
| 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 |
| 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 |
| STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control | Aug 28, 2019 | Graph Neural NetworkManagement | —Unverified | 0 |
| stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation | Mar 16, 2024 | DenoisingGraph Neural Network | —Unverified | 0 |
| STNAGNN: Data-driven Spatio-temporal Brain Connectivity beyond FC | Jun 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Stochastic Graph Neural Networks | Jun 4, 2020 | Graph Neural Network | —Unverified | 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 |
| Stock Type Prediction Model Based on Hierarchical Graph Neural Network | Dec 9, 2024 | Graph Neural NetworkStock Prediction | —Unverified | 0 |
| Story Point Effort Estimation by Text Level Graph Neural Network | Mar 6, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationComputational Efficiency | —Unverified | 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 |
| Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification | Apr 1, 2021 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Structural Realization with GGNNs | Jun 1, 2021 | Graph Neural NetworkLanguage Modelling | —Unverified | 0 |
| Structure based SAT dataset for analysing GNN generalisation | Feb 17, 2025 | Graph Neural Network | —Unverified | 0 |
| Structure Embedded Nucleus Classification for Histopathology Images | Feb 22, 2023 | ClassificationGraph Neural Network | —Unverified | 0 |
| Structure Enhanced Graph Neural Networks for Link Prediction | Jan 14, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension | Dec 24, 2022 | Abstractive Dialogue SummarizationGraph Neural Network | —Unverified | 0 |
| Studying and Improving Graph Neural Network-based Motif Estimation | May 30, 2025 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| Sub-6GHz Assisted mmWave Hybrid Beamforming with Heterogeneous Graph Neural Network | Apr 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Subsampling Graphs with GNN Performance Guarantees | Feb 23, 2025 | Graph Neural NetworkModel Selection | —Unverified | 0 |
| Substructure-Atom Cross Attention for Molecular Representation Learning | Oct 15, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| SUGER: A Subgraph-based Graph Convolutional Network Method for Bundle Recommendation | May 5, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |