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| Learning Semantic Representations to Verify Hardware Designs | Dec 1, 2021 | Graph Neural NetworkLearning Semantic Representations | —Unverified | 0 |
| Learning Semantics-aware Search Operators for Genetic Programming | Feb 6, 2025 | Graph Neural NetworkProgram Synthesis | —Unverified | 0 |
| Learning Similarity among Users for Personalized Session-Based Recommendation from hierarchical structure of User-Session-Item | Jun 5, 2023 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network | Jun 21, 2024 | Graph Neural Network | —Unverified | 0 |
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| Learning Structured Communication for Multi-agent Reinforcement Learning | Feb 11, 2020 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks | Sep 3, 2022 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Learning time-dependent PDE solver using Message Passing Graph Neural Networks | Apr 15, 2022 | Graph Neural Network | —Unverified | 0 |
| Learning to Accelerate Heuristic Searching for Large-Scale Maximum Weighted b-Matching Problems in Online Advertising | May 9, 2020 | Graph Neural NetworkHeuristic Search | —Unverified | 0 |
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| Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics | Apr 12, 2023 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning Compiler Pass Orders using Coreset and Normalized Value Prediction | Jan 9, 2023 | Compiler OptimizationGraph Learning | —Unverified | 0 |
| Learning to Fix Build Errors with Graph2Diff Neural Networks | Nov 4, 2019 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Learning to Guide a Saturation-Based Theorem Prover | Jun 7, 2021 | Automated Theorem ProvingGraph Neural Network | —Unverified | 0 |
| Learning to map source code to software vulnerability using code-as-a-graph | Jun 15, 2020 | Graph Neural NetworkVulnerability Detection | —Unverified | 0 |
| Maximizing Influence with Graph Neural Networks | Aug 10, 2021 | Combinatorial OptimizationComputational Efficiency | —Unverified | 0 |
| Learning to Multitask | May 19, 2018 | Graph Neural Network | —Unverified | 0 |
| Learning to Order Graph Elements with Application to Multilingual Surface Realization | Nov 1, 2019 | Combinatorial OptimizationDecoder | —Unverified | 0 |
| Learning To Rank Resources with GNN | Apr 17, 2023 | Graph Neural NetworkInformation Retrieval | —Unverified | 0 |
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| Learning to Solve Combinatorial Optimization Problems on Real-World Graphs in Linear Time | Jun 6, 2020 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
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| 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 |
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| 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 |
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| 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 |