| AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification | Apr 7, 2025 | Graph Neural NetworkTriplet | CodeCode Available | 0 | 5 |
| Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence | May 27, 2023 | Causal InferenceGraph Neural Network | CodeCode Available | 0 | 5 |
| Infinite Width Graph Neural Networks for Node Regression/ Classification | Oct 12, 2023 | Gaussian ProcessesGraph Attention | CodeCode Available | 0 | 5 |
| A graph neural network-based model with Out-of-Distribution Robustness for enhancing Antiretroviral Therapy Outcome Prediction for HIV-1 | Dec 29, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Cross-Camera Data Association via GNN for Supervised Graph Clustering | Oct 1, 2024 | ClusteringGraph Clustering | CodeCode Available | 0 | 5 |
| Incrementally Improving Graph WaveNet Performance on Traffic Prediction | Dec 11, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| Inductive Graph Transformer for Delivery Time Estimation | Nov 5, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network | Sep 11, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 0 | 5 |
| Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network | Apr 28, 2021 | Graph Neural NetworkKnowledge Distillation | CodeCode Available | 0 | 5 |
| Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity | May 11, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Calibrating and Improving Graph Contrastive Learning | Jan 27, 2021 | Contrastive LearningGraph Clustering | CodeCode Available | 0 | 5 |
| Improving Reliable Navigation under Uncertainty via Predictions Informed by Non-Local Information | Jul 26, 2023 | Graph Neural NetworkNavigate | CodeCode Available | 0 | 5 |
| Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling | Nov 15, 2019 | Automated Theorem ProvingDeep Learning | CodeCode Available | 0 | 5 |
| CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph Embedding | Aug 1, 2024 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 | 5 |
| Article Classification with Graph Neural Networks and Multigraphs | Sep 20, 2023 | ArticlesClassification | CodeCode Available | 0 | 5 |
| Generating Classification Weights with GNN Denoising Autoencoders for Few-Shot Learning | May 3, 2019 | ClassificationDenoising | CodeCode Available | 0 | 5 |
| AST-Enhanced or AST-Overloaded? The Surprising Impact of Hybrid Graph Representations on Code Clone Detection | Jun 17, 2025 | Clone DetectionGraph Attention | CodeCode Available | 0 | 5 |
| Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs | Apr 24, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks | May 8, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 | 5 |
| Improving Cyberbully Detection with User Interaction | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Imputing Brain Measurements Across Data Sets via Graph Neural Networks | Aug 19, 2023 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
| Hyperbolic Graph Attention Network | Dec 6, 2019 | AnatomyGraph Attention | CodeCode Available | 0 | 5 |
| CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNs | Feb 9, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Hyper-SAGNN: a self-attention based graph neural network for hypergraphs | Nov 6, 2019 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Hulk: Graph Neural Networks for Optimizing Regionally Distributed Computing Systems | Feb 27, 2023 | Distributed ComputingGraph Neural Network | CodeCode Available | 0 | 5 |
| HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction Prediction | Apr 27, 2025 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| HyperTrack: Neural Combinatorics for High Energy Physics | Sep 25, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| How Curvature Enhance the Adaptation Power of Framelet GCNs | Jul 19, 2023 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Gegenbauer Graph Neural Networks for Time-varying Signal Reconstruction | Mar 28, 2024 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
| A Simple Yet Effective SVD-GCN for Directed Graphs | May 19, 2022 | DenoisingGraph Neural Network | CodeCode Available | 0 | 5 |
| A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge Graphs | Sep 20, 2022 | Entity AlignmentEntity Embeddings | CodeCode Available | 0 | 5 |
| HOEG: A New Approach for Object-Centric Predictive Process Monitoring | Apr 8, 2024 | BenchmarkingGraph Neural Network | CodeCode Available | 0 | 5 |
| How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing | May 21, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Generating a Graph Colouring Heuristic with Deep Q-Learning and Graph Neural Networks | Apr 8, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Identity Inference on Blockchain using Graph Neural Network | Apr 14, 2021 | Graph ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Tabular Data | Aug 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| GCBLANE: A graph-enhanced convolutional BiLSTM attention network for improved transcription factor binding site prediction | Mar 16, 2025 | Graph Neural NetworkTranscription Factor Binding Site Prediction | CodeCode Available | 0 | 5 |
| Popularity Prediction on Social Platforms with Coupled Graph Neural Networks | Jun 21, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| Convolutional Learning on Directed Acyclic Graphs | May 5, 2024 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks | Nov 15, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Conv-MPN: Convolutional Message Passing Neural Network for Structured Outdoor Architecture Reconstruction | Dec 4, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Converting Transformers into DGNNs Form | Feb 1, 2025 | Computational EfficiencyDocument Classification | CodeCode Available | 0 | 5 |
| Hierarchical Graph Neural Networks for Particle Track Reconstruction | Mar 3, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Generative-Contrastive Heterogeneous Graph Neural Network | Apr 3, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 0 | 5 |
| PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction | Oct 1, 2023 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 | 5 |
| Conversational Semantic Parsing using Dynamic Context Graphs | May 4, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 | 5 |
| Hierarchical Graph Pattern Understanding for Zero-Shot VOS | Dec 15, 2023 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| High-order structure preserving graph neural network for few-shot learning | May 29, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Heterogeneous network drug-target interaction prediction model based on graph wavelet transform and multi-level contrastive learning | Apr 27, 2025 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 | 5 |
