| 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 |
| DistGNN-MB: Distributed Large-Scale Graph Neural Network Training on x86 via Minibatch Sampling | Nov 11, 2022 | Graph Neural Network | —Unverified | 0 |
| Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation | Sep 28, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning | May 9, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning | Sep 22, 2021 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs | Aug 12, 2022 | Community DetectionGraph Mining | —Unverified | 0 |
| Hypergraph Diffusion for High-Order Recommender Systems | Jan 28, 2025 | Collaborative FilteringContrastive Learning | —Unverified | 0 |
| GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism | Mar 24, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| ICGNN: Graph Neural Network Enabled Scalable Beamforming for MISO Interference Channels | Feb 6, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Guiding Genetic Programming with Graph Neural Networks | Nov 3, 2024 | Graph Neural NetworkSymbolic Regression | —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 |
| Distributed Cooperative Positioning in Dense Wireless Networks: A Neural Network Enhanced Fast Convergent Parametric Message Passing Method | Dec 22, 2024 | Graph Neural Network | —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 |
| HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification | Jul 1, 2020 | DiagnosticGeneral Classification | —Unverified | 0 |
| HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting | Sep 27, 2021 | Crime PredictionGraph Learning | —Unverified | 0 |
| Handling Variable-Dimensional Time Series with Graph Neural Networks | Jul 1, 2020 | Activity RecognitionGraph Neural Network | —Unverified | 0 |
| CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations | Jul 25, 2023 | Drug DesignGraph Embedding | —Unverified | 0 |
| HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation | Sep 27, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Hardware-Accelerated Event-Graph Neural Networks for Low-Latency Time-Series Classification on SoC FPGA | Mar 9, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Hardware-Aware Graph Neural Network Automated Design for Edge Computing Platforms | Mar 20, 2023 | Edge-computingGPU | —Unverified | 0 |
| ATGNN: Audio Tagging Graph Neural Network | Nov 2, 2023 | Audio TaggingGraph Neural Network | —Unverified | 0 |