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Graph Neural Network

Papers

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Showing 1351–1400 of 3598 papers

TitleStatusHype
Stereo Visual Odometry with Deep Learning-Based Point and Line Feature Matching using an Attention Graph Neural Network—0
Challenging the Myth of Graph Collaborative Filtering: a Reasoned and Reproducibility-driven AnalysisCode1
Multi-modal Graph Neural Network for Early Diagnosis of Alzheimer's Disease from sMRI and PET ScansCode0
MRA-GNN: Minutiae Relation-Aware Model over Graph Neural Network for Fingerprint Embedding—0
Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative PerceptionCode0
Robust vertebra identification using simultaneous node and edge predicting Graph Neural NetworksCode0
TimeGNN: Temporal Dynamic Graph Learning for Time Series ForecastingCode1
Improving Reliable Navigation under Uncertainty via Predictions Informed by Non-Local InformationCode0
Generalizable data-driven turbulence closure modeling on unstructured grids with differentiable physics—0
Finding Money Launderers Using Heterogeneous Graph Neural NetworksCode1
Combinatorial Auctions and Graph Neural Networks for Local Energy Flexibility Markets—0
CTAGE: Curvature-Based Topology-Aware Graph Embedding for Learning Molecular Representations—0
Multi-GPU Approach for Training of Graph ML Models on large CFD Meshes—0
Synthetic pre-training for neural-network interatomic potentialsCode0
EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on EchocardiogramsCode1
Power Allocation for Device-to-Device Interference Channel Using Truncated Graph Transformers—0
Identifying Performance Issues in Cloud Service Systems Based on Relational-Temporal FeaturesCode0
A Novel Unsupervised Graph Wavelet Autoencoder for Mechanical System Fault DetectionCode0
Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph LearningCode1
Detecting Vulnerable Nodes in Urban Infrastructure Interdependent NetworkCode0
How Curvature Enhance the Adaptation Power of Framelet GCNsCode0
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph TransformersCode0
Latent Space Representations of Neural Algorithmic ReasonersCode0
Correlation-aware Spatial-Temporal Graph Learning for Multivariate Time-series Anomaly DetectionCode1
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point CloudsCode1
RegExplainer: Generating Explanations for Graph Neural Networks in Regression TasksCode0
DistTGL: Distributed Memory-Based Temporal Graph Neural Network Training—0
MaxCorrMGNN: A Multi-Graph Neural Network Framework for Generalized Multimodal Fusion of Medical Data for Outcome PredictionCode0
Knowledge-Driven Resource Allocation for D2D Networks: A WMMSE Unrolled Graph Neural Network Approach—0
FIS-ONE: Floor Identification System with One Label for Crowdsourced RF SignalsCode0
A Modal Logic for Explaining some Graph Neural Networks—0
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks—0
Transaction Fraud Detection via an Adaptive Graph Neural Network—0
Intrinsically motivated graph exploration using network theories of human curiosityCode0
Transaction Fraud Detection via Spatial-Temporal-Aware Graph Transformer—0
Learning from Heterogeneity: A Dynamic Learning Framework for HypergraphsCode0
Graph Neural Network-based Power Flow Model—0
Exploring Multimodal Approaches for Alzheimer's Disease Detection Using Patient Speech Transcript and Audio DataCode1
Muti-scale Graph Neural Network with Signed-attention for Social Bot Detection: A Frequency Perspective—0
Learning Feature Matching via Matchable Keypoint-Assisted Graph Neural Network—0
Learning to Branch in Combinatorial Optimization with Graph Pointer Networks—0
GHOST: A Graph Neural Network Accelerator using Silicon Photonics—0
PIGNet2: A Versatile Deep Learning-based Protein-Ligand Interaction Prediction Model for Binding Affinity Scoring and Virtual ScreeningCode1
A Survey on Graph Classification and Link Prediction based on GNN—0
GA-DRL: Graph Neural Network-Augmented Deep Reinforcement Learning for DAG Task Scheduling over Dynamic Vehicular Clouds—0
Graph Neural Networks based Log Anomaly Detection and ExplanationCode1
InferTurbo: A Scalable System for Boosting Full-graph Inference of Graph Neural Network over Huge Graphs—0
Single Sequence Prediction over Reasoning Graphs for Multi-hop QACode0
A Neural Separation Algorithm for the Rounded Capacity InequalitiesCode1
Hierarchical Graph Neural Networks for Proprioceptive 6D Pose Estimation of In-hand Objects—0
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