| 3D Shapes Local Geometry Codes Learning with SDF | Aug 19, 2021 | 3D geometry3D Shape Reconstruction | —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 |
| GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers | Oct 31, 2022 | Graph Neural NetworkMiscellaneous | —Unverified | 0 |
| A topic-aware graph neural network model for knowledge base updating | Aug 31, 2022 | AttributeGraph 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 |
| Graph Semi-Supervised Learning for Point Classification on Data Manifolds | Jun 13, 2025 | 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 |
| Joint learning of object graph and relation graph for visual question answering | May 9, 2022 | AttributeGraph 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 |
| GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking | Nov 19, 2024 | Blind DockingDrug Discovery | —Unverified | 0 |
| GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection | Jul 19, 2021 | Graph Neural Network | —Unverified | 0 |
| DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension | Apr 26, 2021 | Graph Neural NetworkMachine Reading Comprehension | —Unverified | 0 |
| How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? | May 11, 2023 | Graph Neural NetworkTime Series | —Unverified | 0 |
| GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network | Nov 26, 2024 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Discriminative structural graph classification | May 31, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| ALPHAGMUT: A Rationale-Guided Alpha Shape Graph Neural Network to Evaluate Mutation Effects | Jun 13, 2024 | Graph Neural Network | —Unverified | 0 |
| D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks | Sep 10, 2024 | Graph Neural Network | —Unverified | 0 |
| Cybercrime Prediction via Geographically Weighted Learning | Nov 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | May 2, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| How hard is learning to cut? Trade-offs and sample complexity | May 30, 2025 | Graph Neural Network | —Unverified | 0 |
| GNisi: A graph network for reconstructing Ising models from multivariate binarized data | Sep 9, 2021 | Graph Neural Network | —Unverified | 0 |
| ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science | Nov 21, 2023 | Document ClassificationGraph Neural Network | —Unverified | 0 |
| A Graph Neural Network Framework for Grid-Based Simulation | Feb 5, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Grasp the Graph (GtG) 2.0: Ensemble of GNNs for High-Precision Grasp Pose Detection in Clutter | May 5, 2025 | Graph Neural NetworkRobotic Grasping | —Unverified | 0 |
| GraSS: Combining Graph Neural Networks with Expert Knowledge for SAT Solver Selection | May 17, 2024 | Graph Neural Network | —Unverified | 0 |
| GrassNet: State Space Model Meets Graph Neural Network | Aug 16, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Hop-Hop Relation-aware Graph Neural Networks | Dec 21, 2020 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Active Semantic Localization with Graph Neural Embedding | May 10, 2023 | CPUDomain Adaptation | —Unverified | 0 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jan 16, 2022 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| 3D Pre-training improves GNNs for Molecular Property Prediction | Sep 29, 2021 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| Curvy: A Parametric Cross-section based Surface Reconstruction | Sep 1, 2024 | Graph Neural NetworkSurface Reconstruction | —Unverified | 0 |
| Global optimization in the discrete and variable-dimension conformational space: The case of crystal with the strongest atomic cohesion | Feb 27, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| A Theoretical Comparison of Graph Neural Network Extensions | Jan 30, 2022 | Graph Neural Network | —Unverified | 0 |
| Relational Graph Neural Network Design via Progressive Neural Architecture Search | May 30, 2021 | Graph Neural NetworkNeural Architecture Search | —Unverified | 0 |
| Global Minima, Recoverability Thresholds, and Higher-Order Structure in GNNS | Oct 11, 2023 | Graph Neural NetworkStochastic Block Model | —Unverified | 0 |
| Global-Local Graph Neural Networks for Node-Classification | Jun 16, 2024 | ClassificationGraph Neural Network | —Unverified | 0 |
| Curvature Graph Neural Network | Jun 30, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Global-Aware Enhanced Spatial-Temporal Graph Recurrent Networks: A New Framework For Traffic Flow Prediction | Jan 7, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |