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Graph Attention

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TitleStatusHype
Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment LocalizationCode1
KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense ReasoningCode1
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation LearningCode1
An Attentive Graph Agent for Topology-Adaptive Cyber DefenceCode1
Know Your Action Set: Learning Action Relations for Reinforcement LearningCode1
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge GraphsCode1
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
Learning Structure-from-Motion with Graph Attention NetworksCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention NetworksCode1
Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural NetworksCode1
Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph AttentionCode1
MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract VulnerabilitiesCode1
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View UnderstandingCode1
MemoNav: Working Memory Model for Visual NavigationCode1
Message-Aware Graph Attention Networks for Large-Scale Multi-Robot Path PlanningCode1
DialMed: A Dataset for Dialogue-based Medication RecommendationCode1
Multi-Label Text Classification using Attention-based Graph Neural NetworkCode1
Multimodal Pre-training Based on Graph Attention Network for Document UnderstandingCode1
Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug DiscoveryCode1
Causal Attention for Interpretable and Generalizable Graph ClassificationCode1
NAP: Neural 3D Articulation PriorCode1
Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-IdentificationCode1
Are scene graphs good enough to improve Image Captioning?Code1
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label GraphsCode1
DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinationsCode1
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention NetworksCode1
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud LearningCode1
DIGAT: Modeling News Recommendation with Dual-Graph InteractionCode1
Compare to The Knowledge: Graph Neural Fake News Detection with External KnowledgeCode1
Composing Object Relations and Attributes for Image-Text MatchingCode1
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive DiagnosisCode1
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention NetworksCode1
Drug-Target Interaction Prediction with Graph Attention networksCode1
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation NetworksCode1
Dynamic Graph Neural Networks for Sequential RecommendationCode1
EdgeNets:Edge Varying Graph Neural NetworksCode1
Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair ExtractionCode1
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake DetectionCode1
Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal FeaturesCode1
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksCode1
Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge GraphsCode1
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading ComprehensionCode1
Event Time Extraction and Propagation via Graph Attention NetworksCode1
FRT-PAD: Effective Presentation Attack Detection Driven by Face Related TaskCode1
FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable StocksCode1
GA2MIF: Graph and Attention Based Two-Stage Multi-Source Information Fusion for Conversational Emotion DetectionCode1
Entity Resolution with Hierarchical Graph Attention NetworksCode1
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