| ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | May 2, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy | Dec 15, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Graph Reduction with Unsupervised Learning in Column Generation: A Routing Application | Apr 11, 2025 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| Graph Reinforcement Learning for QoS-Aware Load Balancing in Open Radio Access Networks | Apr 28, 2025 | Graph Neural Network | —Unverified | 0 |
| GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs | May 10, 2024 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| High Order Collaboration-Oriented Federated Graph Neural Network for Accurate QoS Prediction | Jul 7, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| GNisi: A graph network for reconstructing Ising models from multivariate binarized data | Sep 9, 2021 | Graph Neural Network | —Unverified | 0 |
| GraphRT: A graph-based deep learning model for predicting the retention time of peptides | Feb 5, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Sanitation with Application to Node Classification | May 19, 2021 | Anomaly DetectionBilevel Optimization | —Unverified | 0 |
| DiRW: Path-Aware Digraph Learning for Heterophily | Oct 14, 2024 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science | Nov 21, 2023 | Document ClassificationGraph Neural Network | —Unverified | 0 |
| Graphs, Entities, and Step Mixture | May 18, 2020 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Discovering Dialog Structure Graph for Coherent Dialog Generation | Aug 1, 2021 | Graph Neural NetworkManagement | —Unverified | 0 |
| Graph Sequential Network for Reasoning over Sequences | Apr 4, 2020 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Discovering Dialog Structure Graph for Open-Domain Dialog Generation | Dec 31, 2020 | Graph Neural NetworkOpen-Domain Dialog | —Unverified | 0 |
| BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network | Mar 13, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification | Apr 25, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Ising on the Graph: Task-specific Graph Subsampling via the Ising Model | Feb 15, 2024 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis | Oct 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Graph Spring Network and Informative Anchor Selection for Session-based Recommendation | Feb 19, 2022 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| GRAPHSPY: Fused Program Semantic-Level Embedding via Graph Neural Networks for Dead Store Detection | Nov 18, 2020 | Graph Neural Network | —Unverified | 0 |
| A Graph Neural Network Framework for Grid-Based Simulation | Feb 5, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Active Semantic Localization with Graph Neural Embedding | May 10, 2023 | CPUDomain Adaptation | —Unverified | 0 |
| Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks | Jul 11, 2023 | Graph Neural NetworkSymbolic Regression | —Unverified | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |