| Heterogeneous Graph Neural Network via Attribute Completion | Jun 3, 2021 | AttributeGraph Learning | —Unverified | 0 |
| Heterogeneous Graph Neural Network with Multi-view Representation Learning | Aug 31, 2021 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Heterogeneous Graph Pre-training Based Model for Secure and Efficient Prediction of Default Risk Propagation among Bond Issuers | Jan 4, 2025 | AttributeGraph Neural Network | —Unverified | 0 |
| Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction | May 4, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Sep 13, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Heterogeneous Information Network-based Interest Composition with Graph Neural Network for Recommendation | Mar 11, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| A Graph Neural Network deep-dive into successful counterattacks | Nov 26, 2024 | Feature ImportanceGraph Neural Network | —Unverified | 0 |
| GITSR: Graph Interaction Transformer-based Scene Representation for Multi Vehicle Collaborative Decision-making | Nov 3, 2024 | Decision MakingGraph Neural Network | —Unverified | 0 |
| FIMP: Foundation Model-Informed Message Passing for Graph Neural Networks | Oct 17, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning | Mar 12, 2020 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| GITO: Graph-Informed Transformer Operator for Learning Complex Partial Differential Equations | Jun 16, 2025 | Graph Neural NetworkSuper-Resolution | —Unverified | 0 |
| GInX-Eval: Towards In-Distribution Evaluation of Graph Neural Network Explanations | Sep 28, 2023 | Graph Neural Network | —Unverified | 0 |
| A Temporal Graph Neural Network for Cyber Attack Detection and Localization in Smart Grids | Dec 7, 2022 | Cyber Attack DetectionGraph Neural Network | —Unverified | 0 |
| Heterophily-Based Graph Neural Network for Imbalanced Classification | Oct 12, 2023 | ClassificationGraph Neural Network | —Unverified | 0 |
| HetFS: A Method for Fast Similarity Search with Ad-hoc Meta-paths on Heterogeneous Information Networks | Feb 22, 2025 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Heterogeneous Graph Neural Network on Semantic Tree | Feb 21, 2024 | Graph Neural Network | —Unverified | 0 |
| GINA: Neural Relational Inference From Independent Snapshots | May 29, 2021 | Graph Neural Network | —Unverified | 0 |
| CrysAtom: Distributed Representation of Atoms for Crystal Property Prediction | Sep 7, 2024 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| ATBRG: Adaptive Target-Behavior Relational Graph Network for Effective Recommendation | May 25, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems | Nov 5, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Intent-aware Recommendation via Disentangled Graph Contrastive Learning | Mar 6, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers | Mar 8, 2025 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Hierarchical Bipartite Graph Convolution Networks | Nov 17, 2018 | Graph Neural Network | —Unverified | 0 |
| Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning | Mar 29, 2021 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Hierarchical Contrastive Learning Enhanced Heterogeneous Graph Neural Network | Apr 24, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Hierarchical Estimation for Effective and Efficient Sampling Graph Neural Network | Nov 16, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning | Sep 3, 2024 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| GHOST: A Graph Neural Network Accelerator using Silicon Photonics | Jul 4, 2023 | CPUDrug Discovery | —Unverified | 0 |
| Crypto'Graph: Leveraging Privacy-Preserving Distributed Link Prediction for Robust Graph Learning | Sep 19, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Active Learning of Causal Structures with Deep Reinforcement Learning | Sep 7, 2020 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Get the Point! Graph Enhanced Candidate Retrieval for Zero-shot Entity Linking | Nov 16, 2021 | Entity LinkingEntity Retrieval | —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 |
| Hierarchical Graph Neural Network with Cross-Attention for Cross-Device User Matching | Apr 6, 2023 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| DREAM: Decentralized Reinforcement Learning for Exploration and Efficient Energy Management in Multi-Robot Systems | Sep 29, 2023 | Efficient Explorationenergy management | —Unverified | 0 |
| Cross-view Self-Supervised Learning on Heterogeneous Graph Neural Network via Bootstrapping | Jan 10, 2022 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| A Graph Neural Network-Based QUBO-Formulated Hamiltonian-Inspired Loss Function for Combinatorial Optimization using Reinforcement Learning | Nov 27, 2023 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| GeSubNet: Gene Interaction Inference for Disease Subtype Network Generation | Oct 17, 2024 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| Dress Well via Fashion Cognitive Learning | Aug 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Cross-view Self-localization from Synthesized Scene-graphs | Oct 24, 2023 | Graph Neural NetworkNeRF | —Unverified | 0 |
| Innovative Drug-like Molecule Generation from Flow-based Generative Model | Nov 12, 2022 | Computational chemistryGraph Neural Network | —Unverified | 0 |
| Hierarchical Uncertainty-Aware Graph Neural Network | Apr 28, 2025 | DiversityGraph Neural Network | —Unverified | 0 |
| High Accurate and Explainable Multi-Pill Detection Framework with Graph Neural Network-Assisted Multimodal Data Fusion | Mar 17, 2023 | Graph Neural Network | —Unverified | 0 |
| GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction | Nov 22, 2024 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Geometric Visual Fusion Graph Neural Networks for Multi-Person Human-Object Interaction Recognition in Videos | Jun 3, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Geometric Reasoning in the Embedding Space | Apr 2, 2025 | Graph Neural NetworkPosition | —Unverified | 0 |
| A Systematic Review of Deep Graph Neural Networks: Challenges, Classification, Architectures, Applications & Potential Utility in Bioinformatics | Nov 3, 2023 | Graph Neural NetworkNatural Language Understanding | —Unverified | 0 |
| Geometric Random Walk Graph Neural Networks via Implicit Layers | Sep 29, 2021 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| Geometric Matrix Completion via Sylvester Multi-Graph Neural Network | Jun 19, 2022 | Graph MiningGraph Neural Network | —Unverified | 0 |
| Drug repurposing for COVID-19 using graph neural network and harmonizing multiple evidence | Sep 23, 2020 | ArticlesGraph Neural Network | —Unverified | 0 |
| Cross-Mode Knowledge Adaptation for Bike Sharing Demand Prediction using Domain-Adversarial Graph Neural Networks | Nov 16, 2022 | Graph Neural Network | —Unverified | 0 |