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Graph Neural Network

Papers

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Showing 501–550 of 3598 papers

TitleStatusHype
Explainable AI for Fraud Detection: An Attention-Based Ensemble of CNNs, GNNs, and A Confidence-Driven Gating Mechanism—0
WiGNet: Windowed Vision Graph Neural NetworkCode1
Cross-Camera Data Association via GNN for Supervised Graph ClusteringCode0
DuoGNN: Topology-aware Graph Neural Network with Homophily and Heterophily Interaction-DecouplingCode0
MASKDROID: Robust Android Malware Detection with Masked Graph RepresentationsCode1
Generalizability of Graph Neural Networks for Decentralized Unlabeled Motion Planning—0
Evaluating Financial Relational Graphs: Interpretation Before Prediction—0
HardCore Generation: Generating Hard UNSAT Problems for Data Augmentation—0
Review of Digital Asset Development with Graph Neural Network Unlearning—0
Causality-based Subject and Task Fingerprints using fMRI Time-series Data—0
On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks—0
Hand-object reconstruction via interaction-aware graph attention mechanism—0
Erase then Rectify: A Training-Free Parameter Editing Approach for Cost-Effective Graph UnlearningCode0
Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure—0
Unveiling the Potential of Graph Neural Networks in SME Credit Risk Assessment—0
MotifDisco: Motif Causal Discovery For Time Series Motifs—0
One Model, Any Conjunctive Query: Graph Neural Networks for Answering Complex Queries over Knowledge GraphsCode0
Graph Neural Network Framework for Sentiment Analysis Using Syntactic Feature—0
A Generative Framework for Predictive Modeling of Multiple Chronic Conditions Using Graph Variational Autoencoder and Bandit-Optimized Graph Neural Network—0
Learning to Simulate Aerosol Dynamics with Graph Neural NetworksCode0
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization—0
CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers—0
PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs)Code1
Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User AnomaliesCode0
Graph Neural Network-State Predictive Information Bottleneck (GNN-SPIB) approach for learning molecular thermodynamics and kinetics—0
World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography—0
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental StudyCode0
Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems—0
Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties—0
Predicting building types and functions at transnational scale—0
Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks—0
Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model—0
ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model—0
Learning incomplete factorization preconditioners for GMRESCode1
Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks—0
Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks—0
GRE^2-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning—0
Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video—0
CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique GraphsCode0
Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural NetworkCode0
Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers—0
Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code—0
D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks—0
Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks—0
Generative Hierarchical Materials Search—0
Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks—0
Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for RecommendationCode0
Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modelingCode1
Stress Predictions in Polycrystal Plasticity using Graph Neural Networks with Subgraph TrainingCode0
Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems—0
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