| MeMo: Meaningful, Modular Controllers via Noise Injection | May 24, 2024 | Graph Neural Network | —Unverified | 0 |
| Mention-centered Graph Neural Network for Document-level Relation Extraction | Mar 15, 2021 | Document-level Relation ExtractionGraph Neural Network | —Unverified | 0 |
| Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks | Sep 12, 2024 | Graph Neural NetworkSuper-Resolution | —Unverified | 0 |
| Message Passing Neural Networks for Hypergraphs | Mar 31, 2022 | Graph Neural NetworkHypergraph representations | —Unverified | 0 |
| Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold | Aug 26, 2024 | Graph Neural Network | —Unverified | 0 |
| Meta Graph Attention on Heterogeneous Graph with Node-Edge Co-evolution | Oct 9, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Meta-path Free Semi-supervised Learning for Heterogeneous Networks | Oct 18, 2020 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning | Mar 11, 2021 | DiversityGraph Embedding | —Unverified | 0 |
| Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily | Mar 19, 2022 | Graph Neural Network | —Unverified | 0 |
| MGADN: A Multi-task Graph Anomaly Detection Network for Multivariate Time Series | Nov 22, 2022 | Anomaly DetectionGraph Anomaly Detection | —Unverified | 0 |
| MGRR-Net: Multi-level Graph Relational Reasoning Network for Facial Action Units Detection | Apr 4, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Micro-Behavior Encoding for Session-based Recommendation | Apr 5, 2022 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| MicroMIL: Graph-based Contextual Multiple Instance Learning for Patient Diagnosis Using Microscopy Images | Jul 31, 2024 | Graph Neural NetworkMultiple Instance Learning | —Unverified | 0 |
| Micro-video recommendation model based on graph neural network and attention mechanism | May 21, 2022 | Graph Neural Network | —Unverified | 0 |
| Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks | Mar 5, 2025 | Graph Neural NetworkSegmentation | —Unverified | 0 |
| Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network | Feb 26, 2024 | Graph Neural Network | —Unverified | 0 |
| MISFEAT: Feature Selection for Subgroups with Systematic Missing Data | Dec 9, 2024 | Data Integrationfeature selection | —Unverified | 0 |
| Missing Data Estimation in Temporal Multilayer Position-aware Graph Neural Network (TMP-GNN) | Aug 7, 2021 | AttributeGraph Neural Network | —Unverified | 0 |
| MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation | Jun 27, 2024 | Anomaly DetectionGraph Generation | —Unverified | 0 |
| Mitigating Degree Bias in Signed Graph Neural Networks | Aug 16, 2024 | FairnessGraph Neural Network | —Unverified | 0 |
| Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion | Apr 19, 2021 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Mixed-Precision Graph Neural Quantization for Low Bit Large Language Models | Jan 30, 2025 | Graph Neural NetworkQuantization | —Unverified | 0 |
| MIXPINN: Mixed-Material Simulations by Physics-Informed Neural Network | Mar 17, 2025 | AnatomyComputational Efficiency | —Unverified | 0 |
| Mixture-Kernel Graph Attention Network for Situation Recognition | Oct 1, 2019 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| MLC-GCN: Multi-Level Generated Connectome Based GCN for AD Analysis | Aug 6, 2024 | Functional ConnectivityGraph Generation | —Unverified | 0 |
| Mobile Network Configuration Recommendation using Deep Generative Graph Neural Network | Jun 7, 2024 | Graph Neural Network | —Unverified | 0 |
| Mobility-Induced Graph Learning for WiFi Positioning | Nov 14, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Model-Based GNN Enabled Energy-Efficient Beamforming for Ultra-Dense Wireless Networks | Oct 3, 2024 | Graph Neural Network | —Unverified | 0 |
| Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs | Feb 13, 2024 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization | May 1, 2022 | Code SummarizationGraph Neural Network | —Unverified | 0 |
| Modeling Multi-Step Scientific Processes with Graph Transformer Networks | Aug 10, 2024 | Efficient ExplorationGraph Learning | —Unverified | 0 |
| Forecasting Brain Activity Based on Models of Spatio-Temporal Brain Dynamics: A Comparison of Graph Neural Network Architectures | Dec 8, 2021 | Functional ConnectivityGraph Neural Network | —Unverified | 0 |
| Modeling Teams Performance Using Deep Representational Learning on Graphs | Jun 29, 2022 | Graph Neural Network | —Unverified | 0 |
| Modeling the evolution of temporal knowledge graphs with uncertainty | Jan 12, 2023 | Gaussian ProcessesGraph Neural Network | —Unverified | 0 |
| Modeling the Real World with High-Density Visual Particle Dynamics | Jun 28, 2024 | Graph Neural Network | —Unverified | 0 |
| Modelling Drug-Target Binding Affinity using a BERT based Graph Neural network | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Modelling Social Context for Fake News Detection: A Graph Neural Network Based Approach | Jul 27, 2022 | Fake News DetectionGraph Neural Network | —Unverified | 0 |
| Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling | Feb 2, 2023 | Graph Neural NetworkInitial Structure to Relaxed Energy (IS2RE), Direct | —Unverified | 0 |
| Molecular Graph Enhanced Transformer for Retrosynthesis Prediction | Sep 25, 2019 | Graph Neural NetworkMachine Translation | —Unverified | 0 |
| Molecular graph generation with Graph Neural Networks | Dec 14, 2020 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| Molecular Joint Representation Learning via Multi-modal Information | Nov 25, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Molecular Property Prediction Based on Graph Structure Learning | Dec 28, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| MotifDisco: Motif Causal Discovery For Time Series Motifs | Sep 23, 2024 | Anomaly DetectionCausal Discovery | —Unverified | 0 |
| MotifExplainer: a Motif-based Graph Neural Network Explainer | Feb 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Motif Prediction with Graph Neural Networks | May 26, 2021 | Graph MiningGraph Neural Network | —Unverified | 0 |
| Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing | Mar 1, 2022 | Compressive SensingGraph Neural Network | —Unverified | 0 |
| MRA-GNN: Minutiae Relation-Aware Model over Graph Neural Network for Fingerprint Embedding | Jul 31, 2023 | DescriptiveGraph Embedding | —Unverified | 0 |
| MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting | Aug 30, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning | Jan 25, 2024 | Deep LearningGraph Learning | —Unverified | 0 |
| MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose | May 25, 2022 | 3D Human Pose Estimation3D Multi-Person Human Pose Estimation | —Unverified | 0 |