| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 | 5 |
| Incrementally Improving Graph WaveNet Performance on Traffic Prediction | Dec 11, 2019 | Graph Neural NetworkPrediction | 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 |
| Imputing Brain Measurements Across Data Sets via Graph Neural Networks | Aug 19, 2023 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
| DAMSL: Domain Agnostic Meta Score-based Learning | Jun 6, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 | 5 |
| DAG-GNN: DAG Structure Learning with Graph Neural Networks | Apr 22, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Calibrating and Improving Graph Contrastive Learning | Jan 27, 2021 | Contrastive LearningGraph Clustering | 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 |
| InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning | Jan 10, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Cyberbully Detection with User Interaction | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Article Classification with Graph Neural Networks and Multigraphs | Sep 20, 2023 | ArticlesClassification | 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 |
| CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection | May 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 | 5 |
| AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models | Aug 14, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs | Apr 24, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| HyperTrack: Neural Combinatorics for High Energy Physics | Sep 25, 2023 | ClusteringContrastive Learning | 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 |
| Identity Inference on Blockchain using Graph Neural Network | Apr 14, 2021 | Graph ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| Hyperbolic Graph Attention Network | Dec 6, 2019 | AnatomyGraph Attention | 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 |
| Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks | May 8, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 | 5 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 | 5 |
| Learning to Simulate Aerosol Dynamics with Graph Neural Networks | Sep 20, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| A Targeted Universal Attack on Graph Convolutional Network | Nov 29, 2020 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 | 5 |
