| SENSEi: Input-Sensitive Compilation for Accelerating GNNs | Jun 27, 2023 | Graph AttentionGraph Embedding | —Unverified | 0 | 0 |
| Integrating a Heterogeneous Graph with Entity-aware Self-attention using Relative Position Labels for Reading Comprehension Model | Jul 19, 2023 | Common Sense ReasoningGraph Attention | —Unverified | 0 | 0 |
| Inverse Graph Identification: Can We Identify Node Labels Given Graph Labels? | Jul 12, 2020 | ClusteringCommunity Detection | —Unverified | 0 | 0 |
| Investigating Graph Structure Information for Entity Alignment with Dangling Cases | Apr 10, 2023 | Contrastive LearningEntity Alignment | —Unverified | 0 | 0 |
| Is Graph Structure Necessary for Multi-hop Question Answering? | Apr 7, 2020 | Graph AttentionMulti-hop Question Answering | —Unverified | 0 | 0 |
| 基于关系图注意力网络和宽度学习的负面情绪识别方法(Negative Emotion Recognition Method Based on Rational Graph Attention Network and Broad Learning) | Oct 1, 2022 | Emotion RecognitionGraph Attention | —Unverified | 0 | 0 |
| Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks | Feb 9, 2021 | Graph AttentionIntent Detection | —Unverified | 0 | 0 |
| Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization | Jul 1, 2022 | Event DetectionGraph Attention | —Unverified | 0 | 0 |
| Joint Learning of Local and Global Features for Aspect-based Sentiment Classification | Nov 2, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 | 0 |
| JPEG Steganalysis Based on Steganographic Feature Enhancement and Graph Attention Learning | Feb 5, 2023 | Graph AttentionRepresentation Learning | —Unverified | 0 | 0 |
| KA-GNN: Kolmogorov-Arnold Graph Neural Networks for Molecular Property Prediction | Oct 15, 2024 | Drug DiscoveryGraph Attention | —Unverified | 0 | 0 |
| KANS: Knowledge Discovery Graph Attention Network for Soft Sensing in Multivariate Industrial Processes | Jan 2, 2025 | Graph AttentionGraph structure learning | —Unverified | 0 | 0 |
| Fine-grained Fact Verification with Kernel Graph Attention Network | Oct 22, 2019 | Fact VerificationGraph Attention | —Unverified | 0 | 0 |
| Key-Graph Transformer for Image Restoration | Feb 4, 2024 | Graph AttentionImage Restoration | —Unverified | 0 | 0 |
| KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion | Jan 7, 2025 | AttributeCollaborative Filtering | —Unverified | 0 | 0 |
| KnowAugNet: Multi-Source Medical Knowledge Augmented Medication Prediction Network with Multi-Level Graph Contrastive Learning | Apr 25, 2022 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer | Dec 1, 2020 | Emotion RecognitionGraph Attention | —Unverified | 0 | 0 |
| Knowledge Enhanced Graph Neural Networks for Graph Completion | Mar 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Knowledge Graph Embedding in E-commerce Applications: Attentive Reasoning, Explanations, and Transferable Rules | Dec 16, 2021 | Entity EmbeddingsGraph Attention | —Unverified | 0 | 0 |
| Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention | Feb 14, 2021 | Graph AttentionGraph Embedding | —Unverified | 0 | 0 |
| Knowledge-Informed Multi-Agent Trajectory Prediction at Signalized Intersections for Infrastructure-to-Everything | Jan 23, 2025 | Autonomous DrivingGraph Attention | —Unverified | 0 | 0 |
| Label Enhanced Event Detection with Heterogeneous Graph Attention Networks | Dec 3, 2020 | Event DetectionGraph Attention | —Unverified | 0 | 0 |
| Multimodal Graph Learning for Deepfake Detection | Sep 12, 2022 | DeepFake DetectionFace Swapping | —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 Meets Graph Neural Network in Knowledge Distillation | Feb 8, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| Large-scale machine-learning-assisted exploration of the whole materials space | Oct 2, 2022 | Graph Attention | —Unverified | 0 | 0 |
| Large-scale Time-Varying Portfolio Optimisation using Graph Attention Networks | Jul 22, 2024 | Graph AttentionPortfolio Optimization | —Unverified | 0 | 0 |
| Latent Graph Attention for Enhanced Spatial Context | Jul 9, 2023 | Graph AttentionImage Restoration | —Unverified | 0 | 0 |
| Latent Representation Learning for Multimodal Brain Activity Translation | Sep 27, 2024 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| Learning Backdoors for Mixed Integer Linear Programs with Contrastive Learning | Jan 19, 2024 | Contrastive LearningGraph Attention | —Unverified | 0 | 0 |
| Learning Combinatorial Node Labeling Algorithms | Jun 7, 2021 | BIG-bench Machine LearningGraph Attention | —Unverified | 0 | 0 |
| Learning Dense Features for Point Cloud Registration Using a Graph Attention Network | Jun 14, 2022 | GPUGraph Attention | —Unverified | 0 | 0 |
| Learning from Good Trajectories in Offline Multi-Agent Reinforcement Learning | Nov 28, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation | Mar 26, 2021 | Graph AttentionSemantic Segmentation | —Unverified | 0 | 0 |
| Learning Hierarchical Review Graph Representations for Recommendation | Apr 24, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 | 0 |
| Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding | Oct 9, 2019 | AttributeGraph Attention | —Unverified | 0 | 0 |
| Learning Multi-graph Structure for Temporal Knowledge Graph Reasoning | Dec 4, 2023 | Graph Attention | —Unverified | 0 | 0 |
| Learning Point Processes using Recurrent Graph Network | Aug 11, 2022 | Graph AttentionPoint Processes | —Unverified | 0 | 0 |