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Graph Attention

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TitleStatusHype
Multi-Modality Representation Learning for Antibody-Antigen Interactions PredictionCode3
OnePose: One-Shot Object Pose Estimation without CAD ModelsCode2
Shape Preserving Facial Landmarks with Graph Attention NetworksCode2
Session-based Social Recommendation via Dynamic Graph Attention NetworksCode2
TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of ExpertsCode2
Equiformer: Equivariant Graph Attention Transformer for 3D Atomistic GraphsCode2
Enhanced Load Forecasting with GAT-LSTM: Leveraging Grid and Temporal FeaturesCode1
Dynamic Relation-Attentive Graph Neural Networks for Fraud DetectionCode1
Enhancing Chess Reinforcement Learning with Graph RepresentationCode1
DialMed: A Dataset for Dialogue-based Medication RecommendationCode1
Drug-Target Interaction Prediction with Graph Attention networksCode1
Dynamic Graph Neural Networks for Sequential RecommendationCode1
EdgeNets:Edge Varying Graph Neural NetworksCode1
End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake DetectionCode1
D2S: Representing sparse descriptors and 3D coordinates for camera relocalizationCode1
Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention NetworksCode1
Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment ClassificationCode1
CaseGNN++: Graph Contrastive Learning for Legal Case Retrieval with Graph AugmentationCode1
Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge GraphsCode1
Cooperative Policy Learning with Pre-trained Heterogeneous Observation RepresentationsCode1
DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinationsCode1
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud LearningCode1
DisenHAN: Disentangled Heterogeneous Graph Attention Network for RecommendationCode1
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading ComprehensionCode1
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question AnsweringCode1
DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation NetworksCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and ExplanationCode1
Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair ExtractionCode1
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment AnalysisCode1
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label GraphsCode1
Bi-Level Attention Graph Neural NetworksCode1
Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical SpacesCode1
BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment AnalysisCode1
AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention NetworksCode1
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory PredictionCode1
CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed GraphsCode1
AirObject: A Temporally Evolving Graph Embedding for Object IdentificationCode1
Composing Object Relations and Attributes for Image-Text MatchingCode1
Contrastive Viewpoint-aware Shape Learning for Long-term Person Re-IdentificationCode1
Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention NetworksCode1
A Message Passing Perspective on Learning Dynamics of Contrastive LearningCode1
Causal Attention for Interpretable and Generalizable Graph ClassificationCode1
A Multimodal Graph Neural Network Framework of Cancer Molecular Subtype ClassificationCode1
Detecting Socially Abnormal Highway Driving Behaviors via Recurrent Graph Attention NetworksCode1
Disease State Prediction From Single-Cell Data Using Graph Attention NetworksCode1
DisenGCD: A Meta Multigraph-assisted Disentangled Graph Learning Framework for Cognitive DiagnosisCode1
DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention NetworkCode1
An Explainable Geometric-Weighted Graph Attention Network for Identifying Functional Networks Associated with Gait ImpairmentCode1
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