| Training Graph Neural Networks by Graphon Estimation | Sep 4, 2021 | Graph Neural NetworkGraphon Estimation | —Unverified | 0 | 0 |
| Training Sensitivity in Graph Isomorphism Network | Aug 19, 2020 | Graph Neural NetworkSensitivity | —Unverified | 0 | 0 |
| Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN | Jul 18, 2021 | Board GamesGraph Neural Network | —Unverified | 0 | 0 |
| Transaction Fraud Detection via an Adaptive Graph Neural Network | Jul 11, 2023 | DiversityFeature Engineering | —Unverified | 0 | 0 |
| Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer | Jul 11, 2023 | Fraud DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Transferable Graph Optimizers for ML Compilers | Oct 21, 2020 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 | 0 |
| Transfer learning in Scalable Graph Neural Network for Improved Physical Simulation | Feb 7, 2025 | Graph Neural NetworkPhysical Simulations | —Unverified | 0 | 0 |
| TransferLight: Zero-Shot Traffic Signal Control on any Road-Network | Dec 12, 2024 | Graph Neural NetworkTraffic Signal Control | —Unverified | 0 | 0 |
| Transferring Graph Neural Networks for Soft Sensor Modeling using Process Topologies | Feb 5, 2025 | Graph Neural NetworkSensor Modeling | —Unverified | 0 | 0 |
| Transformers meet Neural Algorithmic Reasoners | Jun 13, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 | 0 |
| Transportation Scenario Planning with Graph Neural Networks | Oct 25, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition | Jul 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning | Aug 23, 2020 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Trigger-GNN: A Trigger-Based Graph Neural Network for Nested Named Entity Recognition | Apr 12, 2022 | Graph Neural Networknamed-entity-recognition | —Unverified | 0 | 0 |
| Triplet Edge Attention for Algorithmic Reasoning | Dec 9, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| TROJAN-GUARD: Hardware Trojans Detection Using GNN in RTL Designs | Jun 22, 2025 | Graph Neural NetworkQuantization | —Unverified | 0 | 0 |
| True or False? Detecting False Information on Social Media Using Graph Neural Networks | Oct 1, 2022 | Graph Neural NetworkMisinformation | —Unverified | 0 | 0 |
| Trust but Verify: Assigning Prediction Credibility by Counterfactual Constrained Learning | Nov 24, 2020 | counterfactualGraph Neural Network | —Unverified | 0 | 0 |
| TrustGNN: Graph Neural Network based Trust Evaluation via Learnable Propagative and Composable Nature | May 25, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| Two-level Graph Network for Few-Shot Class-Incremental Learning | Mar 24, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Two-level Graph Neural Network | Jan 3, 2022 | Graph Neural NetworkSubgraph Counting | —Unverified | 0 | 0 |
| Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models | Feb 26, 2024 | Answer GenerationGenerative Question Answering | —Unverified | 0 | 0 |
| Two-Stage Stance Labeling: User-Hashtag Heuristics with Graph Neural Networks | Apr 16, 2024 | Graph Neural Networkzero-shot-classification | —Unverified | 0 | 0 |
| Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems | Nov 15, 2022 | Event DetectionGraph Neural Network | —Unverified | 0 | 0 |
| UBER-GNN: A User-Based Embeddings Recommendation based on Graph Neural Networks | Aug 6, 2020 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 | 0 |