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Graph Attention

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Showing 251–300 of 1088 papers

TitleStatusHype
GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs—0
DRTS Parsing with Structure-Aware Encoding and Decoding—0
DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks—0
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches—0
Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer—0
An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization—0
Advancing Graph Neural Networks with HL-HGAT: A Hodge-Laplacian and Attention Mechanism Approach for Heterogeneous Graph-Structured Data—0
Fine-grained Information Extraction from Biomedical Literature based on Knowledge-enriched Abstract Meaning Representation—0
Distillation of Human-Object Interaction Contexts for Action Recognition—0
Message-Passing GNNs Fail to Approximate Sparse Triangular Factorizations—0
Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data—0
Distance-Geometric Graph Attention Network (DG-GAT) for 3D Molecular Geometry—0
An Efficient Recommendation Model Based on Knowledge Graph Attention-Assisted Network (KGATAX)—0
Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions—0
Cached Operator Reordering: A Unified View for Fast GNN Training—0
A Deep Learning Representation of Spatial Interaction Model for Resilient Spatial Planning of Community Business Clusters—0
FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders—0
Discovery of sustainable energy materials via the machine-learned material space—0
BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection—0
Fighter flight trajectory prediction based on spatio-temporal graphcial attention network—0
Directed Graph Attention Neural Network Utilizing 3D Coordinates for Molecular Property Prediction—0
Bridging Design Gaps: A Parametric Data Completion Approach With Graph Guided Diffusion Models—0
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion—0
Diffusing Graph Attention—0
BrepGiff: Lightweight Generation of Complex B-rep with 3D GAT Diffusion—0
Spatial Craving Patterns in Marijuana Users: Insights from fMRI Brain Connectivity Analysis with High-Order Graph Attention Neural Networks—0
BrainMAE: A Region-aware Self-supervised Learning Framework for Brain Signals—0
Diagonal Graph Convolutional Networks with Adaptive Neighborhood Aggregation—0
Brain-Cognition Fingerprinting via Graph-GCCA with Contrastive Learning—0
Analysis of the Spatio-temporal Dynamics of COVID-19 in Massachusetts via Spectral Graph Wavelet Theory—0
Accessible Gesture-Driven Augmented Reality Interaction System—0
D-FaST: Cognitive Signal Decoding with Disentangled Frequency-Spatial-Temporal Attention—0
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT—0
Enhancing Factual Consistency of Abstractive Summarization—0
Boosting Entity-aware Image Captioning with Multi-modal Knowledge Graph—0
Analysis of Information Propagation in Ethereum Network Using Combined Graph Attention Network and Reinforcement Learning to Optimize Network Efficiency and Scalability—0
3D Hand Reconstruction via Aggregating Intra and Inter Graphs Guided by Prior Knowledge for Hand-Object Interaction Scenario—0
Detecting Offensive Language on Social Networks: An End-to-end Detection Method based on Graph Attention Networks—0
Detecting fake news by enhanced text representation with multi-EDU-structure awareness—0
BMG-Q: Localized Bipartite Match Graph Attention Q-Learning for Ride-Pooling Order Dispatch—0
Detecting Credit Card Fraud via Heterogeneous Graph Neural Networks with Graph Attention—0
Detecting Anomalous Cryptocurrency Transactions: an AML/CFT Application of Machine Learning-based Forensics—0
Blood Glucose Level Prediction: A Graph-based Explainable Method with Federated Learning—0
Adaptive Tokenization: On the Hop-Overpriority Problem in Tokenized Graph Learning Models—0
FERN: Leveraging Graph Attention Networks for Failure Evaluation and Robust Network Design—0
Few-Shot Semantic Segmentation with Democratic Attention Networks—0
Flexible Diffusion Scopes with Parameterized Laplacian for Heterophilic Graph Learning—0
Understanding Multistationarity of Fully Open Reaction Networks—0
Density-Aware Hyper-Graph Neural Networks for Graph-based Semi-supervised Node Classification—0
Demystifying Oversmoothing in Attention-Based Graph Neural Networks—0
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