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| Multi-GPU Approach for Training of Graph ML Models on large CFD Meshes | Jul 25, 2023 | GPUGraph Neural Network | —Unverified | 0 |
| Multi-Graph Convolution Collaborative Filtering | Jan 1, 2020 | Collaborative FilteringGraph Neural Network | —Unverified | 0 |
| Multi-Label Text Classification by Graph Neural Network with Mixing Operations | Oct 16, 2021 | Graph Neural NetworkMulti Label Text Classification | —Unverified | 0 |
| Multi-level Attention-guided Graph Neural Network for Image Restoration | Feb 26, 2025 | Graph Neural NetworkImage Restoration | —Unverified | 0 |
| Multi-level Graph Matching Networks for Deep and Robust Graph Similarity Learning | Jan 1, 2021 | Graph ClassificationGraph Matching | —Unverified | 0 |
| Multimodal Graph Networks for Compositional Generalization in Visual Question Answering | Dec 1, 2020 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Multimodal Graph Neural Network for Recommendation with Dynamic De-redundancy and Modality-Guided Feature De-noisy | Nov 3, 2024 | DenoisingGraph Neural Network | —Unverified | 0 |
| MultiModal-Learning for Predicting Molecular Properties: A Framework Based on Image and Graph Structures | Nov 28, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Multimodal Neural Graph Memory Networks for Visual Question Answering | Jul 1, 2020 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network | Jul 21, 2022 | Graph Neural NetworkImage Registration | —Unverified | 0 |
| Multi-modal Topology-embedded Graph Learning for Spatially Resolved Genes Prediction from Pathology Images with Prior Gene Similarity Information | Jan 1, 2025 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Multi-objective Explanations of GNN Predictions | Nov 29, 2021 | counterfactualDecision Making | —Unverified | 0 |
| Multi-objective generative AI for designing novel brain-targeting small molecules | Apr 16, 2024 | Drug DesignGraph Neural Network | —Unverified | 0 |
| Multi-Paragraph Reasoning with Knowledge-enhanced Graph Neural Network | Nov 6, 2019 | Graph Neural NetworkOpen-Domain Question Answering | —Unverified | 0 |
| Multiple instance learning with graph neural networks | Jun 12, 2019 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Multiplex Graph Neural Network for Extractive Text Summarization | Aug 29, 2021 | Extractive Text SummarizationGraph Neural Network | —Unverified | 0 |
| Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction | Mar 17, 2024 | Domain GeneralizationGraph Neural Network | —Unverified | 0 |
| Learning Multi-resolution Graph Edge Embedding for Discovering Brain Network Dysfunction in Neurological Disorders | Dec 3, 2019 | DiagnosticGraph Learning | —Unverified | 0 |
| Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Sep 18, 2020 | GPUGraph Neural Network | —Unverified | 0 |
| Multi-Robot Active Mapping via Neural Bipartite Graph Matching | Mar 30, 2022 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| Multi-Robot Collaborative Perception with Graph Neural Networks | Jan 5, 2022 | Decision MakingDepth Estimation | —Unverified | 0 |
| Multiscale Graph Neural Network Autoencoders for Interpretable Scientific Machine Learning | Feb 13, 2023 | Graph Neural Network | —Unverified | 0 |
| Multi Scale Graph Neural Network for Alzheimer's Disease | Nov 16, 2024 | Graph Neural Network | —Unverified | 0 |
| Multiscale Graph Neural Networks for Protein Residue Contact Map Prediction | Dec 2, 2022 | Graph Neural Network | —Unverified | 0 |
| MultiScale MeshGraphNets | Oct 2, 2022 | Graph Neural Network | —Unverified | 0 |
| Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations | May 29, 2024 | Graph Neural NetworkLoad Forecasting | —Unverified | 0 |
| Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction | Aug 25, 2021 | DecoderGraph Neural Network | —Unverified | 0 |
| Multi-subgoal Robot Navigation in Crowds with History Information and Interactions | May 4, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces | Nov 5, 2020 | Graph Neural NetworkMulti-Task Learning | —Unverified | 0 |
| Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions | Oct 29, 2019 | Data AugmentationGraph Neural Network | —Unverified | 0 |
| Multi-task multi-station earthquake monitoring: An all-in-one seismic Phase picking, Location, and Association Network (PLAN) | Jun 24, 2023 | AllGraph Neural Network | —Unverified | 0 |
| Multi-Task Program Error Repair and Explanatory Diagnosis | Oct 9, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Multi-turn Response Selection with Commonsense-enhanced Language Models | Jul 26, 2024 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| Multivariate Realized Volatility Forecasting with Graph Neural Network | Dec 16, 2021 | Graph Neural Network | —Unverified | 0 |
| Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization | Sep 19, 2024 | Contrastive LearningFault localization | —Unverified | 0 |
| Multi-view adaptive graph convolutions for graph classification | Jul 24, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale | Oct 19, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Muti-scale Graph Neural Network with Signed-attention for Social Bot Detection: A Frequency Perspective | Jul 5, 2023 | Graph Neural Network | —Unverified | 0 |
| MutualGraphNet: A novel model for motor imagery classification | Sep 2, 2021 | ClassificationEEG | —Unverified | 0 |
| MxPool: Multiplex Pooling for Hierarchical Graph Representation Learning | Apr 15, 2020 | ClassificationClustering | —Unverified | 0 |
| My House, My Rules: Learning Tidying Preferences with Graph Neural Networks | Nov 4, 2021 | Graph Neural NetworkWord Embeddings | —Unverified | 0 |
| N-1 Reduced Optimal Power Flow Using Augmented Hierarchical Graph Neural Network | Feb 9, 2024 | Graph Neural Network | —Unverified | 0 |
| NAR-*ICP: Neural Execution of Classical ICP-based Pointcloud Registration Algorithms | Oct 14, 2024 | Graph Neural NetworkLearning to Execute | —Unverified | 0 |
| NASM: Neural Anisotropic Surface Meshing | Oct 30, 2024 | Graph Neural Network | —Unverified | 0 |
| Naturalistic Robot Arm Trajectory Generation via Representation Learning | Sep 14, 2023 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| NCGNN: Node-Level Capsule Graph Neural Network for Semisupervised Classification | Dec 7, 2020 | ClassificationGraph Neural Network | —Unverified | 0 |
| Neighborhood Random Walk Graph Sampling for Regularized Bayesian Graph Convolutional Neural Networks | Dec 14, 2021 | ClassificationEdge Classification | —Unverified | 0 |
| Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification | Nov 16, 2021 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Neighbourhood-guided Feature Reconstruction for Occluded Person Re-Identification | May 16, 2021 | Graph Neural NetworkOccluded Person Re-Identification | —Unverified | 0 |