| Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations | Dec 2, 2024 | Graph Neural Network | —Unverified | 0 |
| Superpixel perception graph neural network for intelligent defect detection of aero-engine blade | Oct 14, 2022 | Defect DetectionGraph Neural Network | —Unverified | 0 |
| Supervised Contrastive Learning with Structure Inference for Graph Classification | Mar 15, 2022 | ClassificationContrastive Learning | —Unverified | 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 |
| Survey of Graph Neural Network for Internet of Things and NextG Networks | May 27, 2024 | Graph Neural NetworkIntrusion Detection | —Unverified | 0 |
| Survey on Graph Neural Network Acceleration: An Algorithmic Perspective | Feb 10, 2022 | Graph Neural NetworkSurvey | —Unverified | 0 |
| Suspicious Massive Registration Detection via Dynamic Heterogeneous Graph Neural Networks | Dec 20, 2020 | Graph Neural NetworkManagement | —Unverified | 0 |
| SWIPTNet: A Unified Deep Learning Framework for SWIPT based on GNN and Transfer Learning | Feb 6, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Symbiotic Message Passing Model for Transfer Learning between Anti-Fungal and Anti-Bacterial Domains | Apr 14, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 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 |
| Synergistic Signals: Exploiting Co-Engagement and Semantic Links via Graph Neural Networks | Dec 7, 2023 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Synthetic Graph Generation to Benchmark Graph Learning | Apr 4, 2022 | Graph GenerationGraph Learning | —Unverified | 0 |
| SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design | Oct 3, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| TabGSL: Graph Structure Learning for Tabular Data Prediction | May 25, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach | Jul 16, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Tagging fully hadronic exotic decays of the vectorlike B quark using a graph neural network | May 12, 2025 | Graph Neural Network | —Unverified | 0 |
| Tango: rethinking quantization for graph neural network training on GPUs | Aug 2, 2023 | Graph Neural NetworkQuantization | —Unverified | 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 |
| Target-Referenced Reactive Grasping for Dynamic Objects | Jan 1, 2023 | Graph Neural Network | —Unverified | 0 |
| Task-Agnostic Contrastive Pretraining for Relational Deep Learning | Jun 27, 2025 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation | Aug 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer | Jul 1, 2020 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Technical report: Graph Neural Networks go Grammatical | Mar 2, 2023 | Graph Neural Network | —Unverified | 0 |
| TeKo: Text-Rich Graph Neural Networks with External Knowledge | Jun 15, 2022 | Graph Neural Network | —Unverified | 0 |
| TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services | Feb 25, 2021 | Anomaly ClassificationClassification | —Unverified | 0 |
| TelTrans: Applying Multi-Type Telecom Data to Transportation Evaluation and Prediction via Multifaceted Graph Modeling | Jan 6, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Temporal and Heterogeneous Graph Neural Network for Remaining Useful Life Prediction | May 7, 2024 | Graph Neural Network | —Unverified | 0 |
| Temporal aware Multi-Interest Graph Neural Network For Session-based Recommendation | Dec 31, 2021 | Graph Neural NetworkRelation | —Unverified | 0 |
| Temporal Collaborative Filtering with Graph Convolutional Neural Networks | Oct 13, 2020 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Temporal Graph Networks for Graph Anomaly Detection in Financial Networks | Mar 27, 2024 | Anomaly DetectionFraud Detection | —Unverified | 0 |
| Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks | Aug 27, 2024 | ArticlesGraph Neural Network | —Unverified | 0 |
| Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition | Oct 30, 2022 | Action RecognitionDynamic Time Warping | —Unverified | 0 |
| Fast Polypharmacy Side Effect Prediction Using Tensor Factorisation | Apr 17, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| TEP-GNN: Accurate Execution Time Prediction of Functional Tests using Graph Neural Networks | Aug 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks | Sep 12, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks | May 21, 2021 | Graph Neural Networkimage-classification | —Unverified | 0 |
| Text classification optimization algorithm based on graph neural network | Aug 9, 2024 | Classificationgraph construction | —Unverified | 0 |
| Text Graph Transformer for Document Classification | Nov 1, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| TextRGNN: Residual Graph Neural Networks for Text Classification | Dec 30, 2021 | ClassificationGraph Neural Network | —Unverified | 0 |
| TGNN: A Joint Semi-supervised Framework for Graph-level Classification | Apr 23, 2023 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Data | Aug 29, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection | Oct 22, 2022 | AttributeFraud Detection | —Unverified | 0 |
| The expressive power of kth-order invariant graph networks | Jul 23, 2020 | Graph Neural Network | —Unverified | 0 |
| The Graph feature fusion technique for speaker recognition based on wav2vec2.0 framework | Mar 19, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| The Iterative Chainlet Partitioning Algorithm for the Traveling Salesman Problem with Drone and Neural Acceleration | Apr 21, 2025 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| The μG Language for Programming Graph Neural Networks | Jul 12, 2024 | Deep LearningGraph Neural Network | —Unverified | 0 |
| The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems | Jul 4, 2022 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science | Oct 31, 2022 | CPUGPU | —Unverified | 0 |
| Theoretically Expressive and Edge-aware Graph Learning | Jan 24, 2020 | Graph LearningGraph Neural Network | —Unverified | 0 |
| "The Pedestrian next to the Lamppost" Adaptive Object Graphs for Better Instantaneous Mapping | Apr 6, 2022 | Graph Neural Network | —Unverified | 0 |