| Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time | Jun 6, 2020 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| Learning to Synthesize Volumetric Meshes from Vision-based Tactile Imprints | Mar 29, 2022 | Graph Neural NetworkImage Augmentation | —Unverified | 0 |
| Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation | May 24, 2020 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| Learning Two-Step Hybrid Policy for Graph-Based Interpretable Reinforcement Learning | Jan 21, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Video Instance Segmentation with Recurrent Graph Neural Networks | Dec 7, 2020 | Graph Neural NetworkInstance Segmentation | —Unverified | 0 |
| Learn molecular representations from large-scale unlabeled molecules for drug discovery | Dec 21, 2020 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions | Jun 25, 2022 | Graph Neural NetworkHuman-Object Interaction Detection | —Unverified | 0 |
| Learn to Propagate Reliably on Noisy Affinity Graphs | Jul 17, 2020 | Graph Neural NetworkOpen-Ended Question Answering | —Unverified | 0 |
| Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP | Mar 25, 2024 | Graph Neural NetworkTraveling Salesman Problem | —Unverified | 0 |
| Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures | Nov 14, 2024 | Contrastive LearningFake News Detection | —Unverified | 0 |
| Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning | Oct 9, 2024 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI | Jun 24, 2023 | graph constructionGraph Learning | —Unverified | 0 |
| Leveraging commonsense for object localisation in partial scenes | Nov 1, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| Leveraging Meta-path Contexts for Classification in Heterogeneous Information Networks | Dec 18, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Leveraging Multivariate Long-Term History Representation for Time Series Forecasting | May 20, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers | Sep 11, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| LGNN: A Context-aware Line Segment Detector | Aug 13, 2020 | Graph Neural NetworkLine Segment Detection | —Unverified | 0 |
| LHGNN: Local-Higher Order Graph Neural Networks For Audio Classification and Tagging | Jan 7, 2025 | Audio ClassificationGraph Neural Network | —Unverified | 0 |
| LHNN: Lattice Hypergraph Neural Network for VLSI Congestion Prediction | Mar 24, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space | Jun 15, 2024 | Edge ClassificationGraph Generation | —Unverified | 0 |
| Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation | Feb 21, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation | Oct 30, 2023 | Collaborative Filteringgraph construction | —Unverified | 0 |
| LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks | Dec 4, 2023 | Emotion RecognitionGraph Attention | —Unverified | 0 |
| Linking Bank Clients using Graph Neural Networks Powered by Rich Transactional Data | Jan 23, 2020 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Incomplete Knowledge Graph Alignment | Dec 17, 2021 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |