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| 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 |
| An Enhanced Graph Representation for Machine Learning Based Automatic Intersection Management | Jul 18, 2022 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 | 0 |
| Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis | Sep 11, 2023 | Federated LearningGraph Neural Network | —Unverified | 0 | 0 |
| Edge Ranking of Graphs in Transportation Networks using a Graph Neural Network (GNN) | Mar 25, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Edge Graph Neural Networks for Massive MIMO Detection | May 22, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Edge-Enhanced Global Disentangled Graph Neural Network for Sequential Recommendation | Nov 20, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| Can we Soft Prompt LLMs for Graph Learning Tasks? | Feb 15, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Edge Direction-invariant Graph Neural Networks for Molecular Dipole Moments Prediction | Jun 26, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations | Mar 26, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension | Aug 1, 2020 | Decoderglobal-optimization | —Unverified | 0 | 0 |
| Advancing Cyber-Attack Detection in Power Systems: A Comparative Study of Machine Learning and Graph Neural Network Approaches | Nov 4, 2024 | Anomaly DetectionCyber Attack Detection | —Unverified | 0 | 0 |
| Accounting for Work Zone Disruptions in Traffic Flow Forecasting | Jul 16, 2024 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| Edge Contraction Pooling for Graph Neural Networks | May 27, 2019 | General ClassificationGraph Classification | —Unverified | 0 | 0 |
| Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection | Jan 25, 2024 | Anomaly DetectionDiversity | —Unverified | 0 | 0 |
| Edge-based Tensor prediction via graph neural networks | Jan 15, 2022 | Band GapFormation Energy | —Unverified | 0 | 0 |
| Edge2Node: Reducing Edge Prediction to Node Classification | Nov 6, 2023 | Graph Neural NetworkLink Prediction | —Unverified | 0 | 0 |
| Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network | Jun 17, 2020 | Graph Neural NetworkNoun Phrase Canonicalization | —Unverified | 0 | 0 |
| ECRC: Emotion-Causality Recognition in Korean Conversation for GCN | Mar 16, 2024 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 | 0 |
| Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension | Dec 19, 2022 | Entity EmbeddingsGraph Neural Network | —Unverified | 0 | 0 |
| Dynamic Virtual Network Embedding Algorithm based on Graph Convolution Neural Network and Reinforcement Learning | Feb 3, 2022 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 | 0 |
| Dynamic Spatiotemporal Graph Neural Network with Tensor Network | Mar 12, 2020 | graph constructionGraph Neural Network | —Unverified | 0 | 0 |
| Can graph neural network-based detection mitigate the impact of hardware imperfections? | May 8, 2023 | DecoderGraph Neural Network | —Unverified | 0 | 0 |
| Dynamic Relevance Graph Network for Knowledge-Aware Question Answering | Jan 16, 2022 | Graph Neural NetworkQuestion Answering | —Unverified | 0 | 0 |
| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Dynamic Planning of Bicycle Stations in Dockless Public Bicycle-sharing System Using Gated Graph Neural Network | Jan 19, 2021 | ClusteringGraph Neural Network | —Unverified | 0 | 0 |
| CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning | Sep 3, 2020 | ClusteringGraph Neural Network | —Unverified | 0 | 0 |