| KS-GNN: Keywords Search over Incomplete Graphs via Graphs Neural Network | Dec 1, 2021 | Graph Neural Network | —Unverified | 0 | 0 |
| Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification | Jul 27, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Label-invariant Augmentation for Semi-Supervised Graph Classification | May 19, 2022 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Label-Specific Dual Graph Neural Network for Multi-Label Text Classification | Aug 1, 2021 | Dynamic ReconstructionGraph Neural Network | —Unverified | 0 | 0 |
| Language Modeling with Graph Temporal Convolutional Networks | May 1, 2019 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 | 0 |
| Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks | Dec 4, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy | Feb 11, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 | 0 |
| Large Language Model Meets Graph Neural Network in Knowledge Distillation | Feb 8, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs | Nov 24, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Foundation Models to the Rescue: Deadlock Resolution in Connected Multi-Robot Systems | Apr 9, 2024 | Graph Neural NetworkPrompt Engineering | —Unverified | 0 | 0 |
| Large-scale 3D point cloud representations via graph inception networks with applications to autonomous driving | Jun 26, 2019 | Autonomous DrivingGraph Neural Network | —Unverified | 0 | 0 |
| Large Scale Distributed Collaborative Unlabeled Motion Planning with Graph Policy Gradients | Feb 11, 2021 | Graph Neural NetworkMotion Planning | —Unverified | 0 | 0 |
| Large-scale Pretraining Improves Sample Efficiency of Active Learning based Molecule Virtual Screening | Sep 20, 2023 | Active LearningBayesian Optimization | —Unverified | 0 | 0 |
| Large-scale Urban Facility Location Selection with Knowledge-informed Reinforcement Learning | Sep 3, 2024 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 | 0 |
| Lattice Convolutional Networks for Learning Ground States of Quantum Many-Body Systems | Jun 15, 2022 | Graph Neural Network | —Unverified | 0 | 0 |
| LaundroGraph: Self-Supervised Graph Representation Learning for Anti-Money Laundering | Oct 25, 2022 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 | 0 |
| Layer-stacked Attention for Heterogeneous Network Embedding | Sep 17, 2020 | Graph Neural NetworkNetwork Embedding | —Unverified | 0 | 0 |
| Layout-aware Webpage Quality Assessment | Jan 28, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents | May 9, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 | 0 |
| LBM-GNN: Graph Neural Network Enhanced Lattice Boltzmann Method | Apr 20, 2025 | Graph Neural Network | —Unverified | 0 | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 | 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 | 0 |
| Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks | Sep 10, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 | 0 |
| Learnable Filters for Geometric Scattering Modules | Aug 15, 2022 | DescriptiveGraph Classification | —Unverified | 0 | 0 |
| Learn from Concepts: Towards the Purified Memory for Few-shot Learning | Jan 23, 2021 | Few-Shot LearningGraph Neural Network | —Unverified | 0 | 0 |