| Efficient Learning on Large Graphs using a Densifying Regularity Lemma | Apr 25, 2025 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 | 0 |
| Causality and Correlation Graph Modeling for Effective and Explainable Session-based Recommendation | Jan 26, 2022 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 | 0 |
| Efficient, Interpretable Graph Neural Network Representation for Angle-dependent Properties and its Application to Optical Spectroscopy | Sep 23, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems | Feb 29, 2024 | counterfactualDecision Making | —Unverified | 0 | 0 |
| Efficient Graph Neural Network Inference at Large Scale | Nov 1, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network | Jan 4, 2022 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention | May 22, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Efficient Document Image Classification Using Region-Based Graph Neural Network | Jun 25, 2021 | ClassificationDocument Classification | —Unverified | 0 | 0 |
| Efficient Data Selection for Training Genomic Perturbation Models | Mar 18, 2025 | Active LearningGraph Neural Network | —Unverified | 0 | 0 |
| CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks | Feb 22, 2024 | Fraud DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Efficient Colon Cancer Grading with Graph Neural Networks | Oct 2, 2020 | feature selectionGraph Neural Network | —Unverified | 0 | 0 |
| Category-Agnostic 6D Pose Estimation with Conditional Neural Processes | Jun 14, 2022 | 6D Pose EstimationDecoder | —Unverified | 0 | 0 |
| Efficient and Universal Neural-Network Decoder for Stabilizer-Based Quantum Error Correction | Feb 27, 2025 | DecoderGraph Neural Network | —Unverified | 0 | 0 |
| Efficient and Interpretable Robot Manipulation with Graph Neural Networks | Feb 25, 2021 | Decision MakingGraph Neural Network | —Unverified | 0 | 0 |
| Efficient and effective training of language and graph neural network models | Jun 22, 2022 | Edge ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Catching Bid-rigging Cartels with Graph Attention Neural Networks | Jul 16, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Catalysis distillation neural network for the few shot open catalyst challenge | May 31, 2023 | Computational chemistryFew-Shot Learning | —Unverified | 0 | 0 |
| Advancing Fluid-Based Thermal Management Systems Design: Leveraging Graph Neural Networks for Graph Regression and Efficient Enumeration Reduction | Nov 24, 2023 | Graph Neural NetworkGraph Regression | —Unverified | 0 | 0 |
| Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Mar 18, 2024 | Graph Neural NetworkImputation | —Unverified | 0 | 0 |
| Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks | Mar 22, 2024 | Graph Neural Networkseverity prediction | —Unverified | 0 | 0 |
| An ensemble of VisNet, Transformer-M, and pretraining models for molecular property prediction in OGB Large-Scale Challenge @ NeurIPS 2022 | Nov 23, 2022 | Graph Neural NetworkGraph Regression | —Unverified | 0 | 0 |
| EEG-GNN: Graph Neural Networks for Classification of Electroencephalogram (EEG) Signals | Jun 16, 2021 | channel selectionEEG | —Unverified | 0 | 0 |
| Cardinality Estimation on Hyper-relational Knowledge Graphs | May 24, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| Editable Graph Neural Network for Node Classifications | May 24, 2023 | Fake News DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations | Feb 22, 2019 | BenchmarkingClassification | —Unverified | 0 | 0 |