| 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 |
