| Bridging the Fairness Divide: Achieving Group and Individual Fairness in Graph Neural Networks | Apr 26, 2024 | Drug DiscoveryFairness | —Unverified | 0 | 0 |
| Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction | Dec 15, 2023 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 | 0 |
| Building a Graph-based Deep Learning network model from captured traffic traces | Oct 18, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Building-GAN: Graph-Conditioned Architectural Volumetric Design Generation | Apr 27, 2021 | 3D geometryDiversity | —Unverified | 0 | 0 |
| CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning | Sep 3, 2020 | ClusteringGraph 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 |
| Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network | Jun 17, 2020 | Graph Neural NetworkNoun Phrase Canonicalization | —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 |
| Can we Soft Prompt LLMs for Graph Learning Tasks? | Feb 15, 2024 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Capsule Neural Networks for Graph Classification using Explicit Tensorial Graph Representations | Feb 22, 2019 | BenchmarkingClassification | —Unverified | 0 | 0 |
| Cardinality Estimation on Hyper-relational Knowledge Graphs | May 24, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 | 0 |
| Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks | Mar 22, 2024 | Graph Neural Networkseverity prediction | —Unverified | 0 | 0 |
| Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Mar 18, 2024 | Graph Neural NetworkImputation | —Unverified | 0 | 0 |
| Catalysis distillation neural network for the few shot open catalyst challenge | May 31, 2023 | Computational chemistryFew-Shot Learning | —Unverified | 0 | 0 |
| Catching Bid-rigging Cartels with Graph Attention Neural Networks | Jul 16, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Category-Agnostic 6D Pose Estimation with Conditional Neural Processes | Jun 14, 2022 | 6D Pose EstimationDecoder | —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 |
| 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 |
| Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems | Feb 29, 2024 | counterfactualDecision Making | —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 |
| Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Sep 26, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
| Causal Lifting and Link Prediction | Feb 2, 2023 | Graph Neural NetworkKnowledge Base Completion | —Unverified | 0 | 0 |
| CensNet: Convolution with Edge-Node Switching in Graph Neural Networks | Aug 10, 2019 | Graph ClassificationGraph Embedding | —Unverified | 0 | 0 |
| GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation | Oct 17, 2024 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 | 0 |
| CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers | Sep 19, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| CGNN: Traffic Classification with Graph Neural Network | Oct 19, 2021 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain | May 18, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 | 0 |
| Characterizing and Understanding Distributed GNN Training on GPUs | Apr 18, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| CHARME: A chain-based reinforcement learning approach for the minor embedding problem | Jun 11, 2024 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| Chinese Word Segmentation with Heterogeneous Graph Neural Network | Jan 22, 2022 | Chinese Word SegmentationGraph Neural Network | —Unverified | 0 | 0 |
| Chordless Structure: A Pathway to Simple and Expressive GNNs | May 25, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Classification of vertices on social networks by multiple approaches | Jan 13, 2023 | ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Classifying Component Function in Product Assemblies with Graph Neural Networks | Jul 8, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| CLGNN: A Contrastive Learning-based GNN Model for Betweenness Centrality Prediction on Temporal Graphs | Jun 17, 2025 | Contrastive LearningGraph Neural Network | —Unverified | 0 | 0 |
| Cluster-Enhanced Federated Graph Neural Network for Recommendation | Dec 11, 2024 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 | 0 |
| ClusterGNN: Cluster-based Coarse-to-Fine Graph Neural Network for Efficient Feature Matching | Apr 25, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| Clustering and analysis of user behaviour in blockchain: A case study of Planet IX | Apr 16, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| CMMD: Cross-Metric Multi-Dimensional Root Cause Analysis | Mar 30, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| CoActionGraphRec: Sequential Multi-Interest Recommendations Using Co-Action Graphs | Oct 15, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 | 0 |
| Co-embedding of Nodes and Edges with Graph Neural Networks | Oct 25, 2020 | BIG-bench Machine LearningGraph Classification | —Unverified | 0 | 0 |
| Collaborative Auto-Curricula Multi-Agent Reinforcement Learning with Graph Neural Network Communication Layer for Open-ended Wildfire-Management Resource Distribution | Apr 24, 2022 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| Coloring graph neural networks for node disambiguation | Dec 12, 2019 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| Combinatorial Auctions and Graph Neural Networks for Local Energy Flexibility Markets | Jul 25, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Combining GCN and Transformer for Chinese Grammatical Error Detection | May 19, 2021 | Grammatical Error DetectionGraph Neural Network | —Unverified | 0 | 0 |
| Combining imaging and shape features for prediction tasks of Alzheimer's disease classification and brain age regression | Jan 14, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs | Jun 17, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 | 0 |
| ComFairGNN: Community Fair Graph Neural Network | Nov 7, 2024 | FairnessGraph Neural Network | —Unverified | 0 | 0 |
| Communication-Efficient Cooperative Localization: A Graph Neural Network Approach | Apr 10, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| Complete Neural Networks for Complete Euclidean Graphs | Jan 31, 2023 | Graph Neural NetworkProperty Prediction | —Unverified | 0 | 0 |