| Graph Neural Networks for Power Allocation in Wireless Networks with Full Duplex Nodes | Mar 27, 2023 | Graph Neural Network | —Unverified | 0 |
| Operational risk quantification of power grids using graph neural network surrogates of the DC OPF | Nov 7, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
| GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI | May 13, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control | Mar 11, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification | May 25, 2021 | Ensemble LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview | Aug 1, 2019 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| GNN-based Passenger Request Prediction | Jan 6, 2023 | Graph Neural NetworkManagement | —Unverified | 0 |
| Graph Neural Networks for Text Classification: A Survey | Apr 23, 2023 | Classificationgraph construction | —Unverified | 0 |
| GNN-Based Joint Channel and Power Allocation in Heterogeneous Wireless Networks | Jul 28, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for Topological Feature Extraction in ECG Classification | Nov 2, 2023 | ECG ClassificationGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics | Aug 21, 2020 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks for User Identity Linkage | Mar 6, 2019 | Graph Neural Network | —Unverified | 0 |
| GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code | Nov 18, 2024 | C++ codeGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-based Android Malware Classification with Jumping Knowledge | Jan 19, 2022 | Android Malware DetectionGraph Neural Network | —Unverified | 0 |
| A Topology-aware Graph Coarsening Framework for Continual Graph Learning | Jan 5, 2024 | Continual LearningGraph Learning | —Unverified | 0 |
| Differentiable Graph Optimization for Neural Architecture Search | Jan 1, 2021 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
| A Graph Neural Network with Negative Message Passing for Graph Coloring | Jan 26, 2023 | Graph Neural Network | —Unverified | 0 |
| 3D Shapes Local Geometry Codes Learning with SDF | Aug 19, 2021 | 3D geometry3D Shape Reconstruction | —Unverified | 0 |
| Hierarchical Graph Neural Networks for Proprioceptive 6D Pose Estimation of In-hand Objects | Jun 28, 2023 | 6D Pose Estimation6D Pose Estimation using RGB | —Unverified | 0 |
| Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems | Oct 12, 2022 | Computational EfficiencyGraph Neural Network | —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 |
| GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking | Nov 19, 2024 | Blind DockingDrug Discovery | —Unverified | 0 |
| Differentiable Reasoning about Knowledge Graphs with Region-based Graph Neural Networks | Jun 13, 2024 | Graph Neural NetworkKnowledge Graphs | —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 |
| Differentiable Scaffolding Tree for Molecular Optimization | Sep 22, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 |
| Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch | Jun 1, 2024 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Network Training with Data Tiering | Nov 10, 2021 | CPUFraud Detection | —Unverified | 0 |
| Differentiable Scaffolding Tree for Molecule Optimization | Sep 29, 2021 | Combinatorial OptimizationDrug Discovery | —Unverified | 0 |
| Graph Neural Network with Curriculum Learning for Imbalanced Node Classification | Feb 5, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics | Jul 25, 2023 | Graph Neural Network | —Unverified | 0 |
| Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network | Nov 16, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Graph Neural Netwrok with Interaction Pattern for Group Recommendation | Sep 21, 2021 | Graph Neural Network | —Unverified | 0 |
| Graph Neural Operators for Classification of Spatial Transcriptomics Data | Feb 1, 2023 | ClassificationDisentanglement | —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 |
| Graph Neural Thompson Sampling | Jun 15, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| ATNPA: A Unified View of Oversmoothing Alleviation in Graph Neural Networks | May 2, 2024 | Graph Neural NetworkRelation | —Unverified | 0 |
| Digital Twin of Industrial Networked Control System based on Value of Information | Apr 23, 2024 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Size Matters: Large Graph Generation with HiGGs | Jun 20, 2023 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| GNisi: A graph network for reconstructing Ising models from multivariate binarized data | Sep 9, 2021 | Graph Neural Network | —Unverified | 0 |
| Graph Out-of-Distribution Generalization with Controllable Data Augmentation | Aug 16, 2023 | Data AugmentationGraph Classification | —Unverified | 0 |
| Graph Partitioning and Graph Neural Network based Hierarchical Graph Matching for Graph Similarity Computation | May 16, 2020 | 3D Action RecognitionAction Recognition | —Unverified | 0 |
| ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science | Nov 21, 2023 | Document ClassificationGraph Neural Network | —Unverified | 0 |
| GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis | Dec 3, 2020 | DecoderGraph Embedding | —Unverified | 0 |
| Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN | Sep 6, 2022 | Graph Neural Network | —Unverified | 0 |
| GraphPINE: Graph Importance Propagation for Interpretable Drug Response Prediction | Apr 7, 2025 | Drug Response PredictionGraph 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 |