| Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning | Mar 29, 2021 | Computational EfficiencyGraph Neural Network | —Unverified | 0 | 0 |
| JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs | Nov 5, 2024 | Graph EmbeddingGraph Neural Network | —Unverified | 0 | 0 |
| Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction | Oct 26, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 | 0 |
| KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction | Oct 15, 2024 | Drug DiscoveryGraph Attention | —Unverified | 0 | 0 |
| KCLNet: Physics-Informed Power Flow Prediction via Constraints Projections | Jun 15, 2025 | Graph Neural NetworkPrediction | —Unverified | 0 | 0 |
| KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering | Oct 8, 2021 | Answer GenerationDecoder | —Unverified | 0 | 0 |
| KGNN: Harnessing Kernel-based Networks for Semi-supervised Graph Classification | May 21, 2022 | Graph ClassificationGraph Neural Network | —Unverified | 0 | 0 |
| KGTrust: Evaluating Trustworthiness of SIoT via Knowledge Enhanced Graph Neural Networks | Feb 22, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Knowing your FATE: Friendship, Action and Temporal Explanations for User Engagement Prediction on Social Apps | Jun 10, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| Knowledge-Aware Conversation Derailment Forecasting Using Graph Convolutional Networks | Aug 24, 2024 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 | 0 |
| Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction | Jan 22, 2024 | Graph Neural NetworkKnowledge Distillation | —Unverified | 0 | 0 |
| Knowledge-Driven Resource Allocation for D2D Networks: A WMMSE Unrolled Graph Neural Network Approach | Jul 12, 2023 | Graph Neural NetworkManagement | —Unverified | 0 | 0 |
| Knowledge-Embedded Representation Learning for Fine-Grained Image Recognition | Jul 2, 2018 | Fine-Grained Image ClassificationFine-Grained Image Recognition | —Unverified | 0 | 0 |
| Knowledge Enhanced Graph Neural Networks for Graph Completion | Mar 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Knowledge Graph Alignment with Entity-Pair Embedding | Nov 1, 2020 | Graph Neural Network | —Unverified | 0 | 0 |
| Knowledge Graph Driven Recommendation System Algorithm | Dec 1, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| Knowledge Graph Enhanced Event Extraction in Financial Documents | Sep 6, 2021 | Event ExtractionGraph Neural Network | —Unverified | 0 | 0 |
| Knowledge graph enhanced recommender system | Dec 17, 2021 | AttributeGraph Neural Network | —Unverified | 0 | 0 |
| Knowledge Graph Pruning for Recommendation | May 19, 2024 | Graph Neural Network | —Unverified | 0 | 0 |
| Knowledge Soft Integration for Multimodal Recommendation | May 12, 2023 | Graph Neural NetworkMultimodal Recommendation | —Unverified | 0 | 0 |
| Knowledge Transfer for Efficient On-device False Trigger Mitigation | Oct 20, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Rumor Detection on Social Media with Reinforcement Learning-based Key Propagation Graph Generator | May 21, 2024 | Data AugmentationGraph Neural Network | —Unverified | 0 | 0 |
| Krait: A Backdoor Attack Against Graph Prompt Tuning | Jul 18, 2024 | Backdoor AttackGraph Neural Network | —Unverified | 0 | 0 |
| Kronecker-Factored Approximate Curvature for Modern Neural Network Architectures | Nov 1, 2023 | Graph Neural Network | —Unverified | 0 | 0 |
| KS-GNNExplainer: Global Model Interpretation Through Instance Explanations On Histopathology images | Apr 14, 2023 | Graph GenerationGraph Neural Network | —Unverified | 0 | 0 |
| 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 |