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| LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents | May 9, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method | Apr 20, 2025 | Graph Neural Network | —Unverified | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features | Mar 6, 2024 | Graph Neural Network | —Unverified | 0 |
| Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks | Sep 10, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Learnable Filters for Geometric Scattering Modules | Aug 15, 2022 | DescriptiveGraph Classification | —Unverified | 0 |
| Learn from Concepts: Towards the Purified Memory for Few-shot Learning | Jan 23, 2021 | Few-Shot LearningGraph Neural Network | —Unverified | 0 |
| Mending of Spatio-Temporal Dependencies in Block Adjacency Matrix | Oct 4, 2023 | Graph Neural Network | —Unverified | 0 |
| Learning a General Model: Folding Clothing with Topological Dynamics | Apr 29, 2025 | Graph Neural NetworkKeypoint Detection | —Unverified | 0 |
| Learning a Meta-Solver for Syntax-Guided Program Synthesis | May 1, 2019 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Learning and Aggregating Lane Graphs for Urban Automated Driving | Feb 13, 2023 | Graph Neural Network | —Unverified | 0 |
| Learning and Evaluating Character Representations in Novels | Nov 16, 2021 | Graph Neural NetworkWord Embeddings | —Unverified | 0 |
| Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network | Feb 13, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Learning a Transferable Scheduling Policy for Various Vehicle Routing Problems based on Graph-centric Representation Learning | Jan 1, 2021 | Graph Neural Networkreinforcement-learning | —Unverified | 0 |
| Learning-based Relational Object Matching Across Views | May 3, 2023 | Graph Neural NetworkImage Retrieval | —Unverified | 0 |
| Learning Branching Heuristics from Graph Neural Networks | Nov 26, 2022 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Learning Coarse-Grained Dynamics on Graph | May 15, 2024 | 2kGraph Neural Network | —Unverified | 0 |
| Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network | Oct 16, 2021 | Behavioural cloningDecision Making | —Unverified | 0 |
| Learning Cooperative Beamforming with Edge-Update Empowered Graph Neural Networks | Nov 23, 2022 | Graph Neural Network | —Unverified | 0 |
| Learning Cross-Domain Representation with Multi-Graph Neural Network | May 24, 2019 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Learning Decentralized Flocking Controllers with Spatio-Temporal Graph Neural Network | Sep 29, 2023 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Learning Decentralized Strategies for a Perimeter Defense Game with Graph Neural Networks | Sep 24, 2022 | Graph Neural Network | —Unverified | 0 |
| Learning Decision Ensemble using a Graph Neural Network for Comorbidity Aware Chest Radiograph Screening | Apr 24, 2020 | Graph Neural Network | —Unverified | 0 |
| Learning Diverse Fashion Collocation by Neural Graph Filtering | Mar 11, 2020 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking | Jun 7, 2021 | Graph Neural NetworkMulti-Person Pose Estimation | —Unverified | 0 |
| Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network | Jul 4, 2023 | Graph Neural NetworkVisual Localization | —Unverified | 0 |
| Learning for Transductive Threshold Calibration in Open-World Recognition | May 19, 2023 | Graph Neural NetworkMetric Learning | —Unverified | 0 |
| Learning from Linear Algebra: A Graph Neural Network Approach to Preconditioner Design for Conjugate Gradient Solvers | May 24, 2024 | Graph Neural Network | —Unverified | 0 |
| Learning from Sibling Mentions with Scalable Graph Inference in Fine-Grained Entity Typing | May 1, 2022 | Entity TypingGraph Neural Network | —Unverified | 0 |
| Learning Furniture Compatibility with Graph Neural Networks | Apr 15, 2020 | Graph Neural Network | —Unverified | 0 |
| Learning Graph Neural Networks with Positive and Unlabeled Nodes | Mar 8, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Learning Graph Search Heuristics | Dec 7, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL | Sep 29, 2021 | Community DetectionGraph Neural Network | —Unverified | 0 |
| Learning Hierarchical Review Graph Representations for Recommendation | Apr 24, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization | Mar 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Learning Lagrangian Fluid Dynamics with Graph Neural Networks | Jan 1, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning Large-scale Subsurface Simulations with a Hybrid Graph Network Simulator | Jun 15, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Learning Large-Time-Step Molecular Dynamics with Graph Neural Networks | Nov 30, 2021 | Graph Neural Network | —Unverified | 0 |
| Learning Latent Graph Dynamics for Visual Manipulation of Deformable Objects | Apr 25, 2021 | Contrastive LearningDeformable Object Manipulation | —Unverified | 0 |
| Learning Modular Robot Locomotion from Demonstrations | Oct 31, 2022 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Learning Multi-Object Dynamics with Compositional Neural Radiance Fields | Feb 24, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Learning Non-Local Molecular Interactions via Equivariant Local Representations and Charge Equilibration | Jan 31, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Learning on Graphs under Label Noise | Jun 14, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Learning Physical Dynamics with Subequivariant Graph Neural Networks | Oct 13, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Learning Physical Simulation with Message Passing Transformer | Jun 10, 2024 | AttributeDecoder | —Unverified | 0 |
| Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network | Nov 21, 2024 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| Learning Power Control for Cellular Systems with Heterogeneous Graph Neural Network | Nov 6, 2020 | Graph Neural Network | —Unverified | 0 |
| Learning Robust Multi-Scale Representation for Neural Radiance Fields from Unposed Images | Nov 8, 2023 | Camera Pose EstimationDepth Estimation | —Unverified | 0 |
| Learning Scalable and Precise Representation of Program Semantics | May 13, 2019 | Graph Neural Network | —Unverified | 0 |