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Graph Neural Network

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Showing 351–400 of 3598 papers

TitleStatusHype
Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks—0
An Automated Data Mining Framework Using Autoencoders for Feature Extraction and Dimensionality Reduction—0
Lossless and Privacy-Preserving Graph Convolution Network for Federated Item Recommendation—0
Morphological-Symmetry-Equivariant Heterogeneous Graph Neural Network for Robotic Dynamics LearningCode0
Superhypergraph Neural Networks and Plithogenic Graph Neural Networks: Theoretical Foundations—0
A Self-Explainable Heterogeneous GNN for Relational Deep LearningCode0
Graph-to-SFILES: Control structure prediction from process topologies using generative artificial intelligence—0
PerLA: Perceptive 3D Language AssistantCode1
SDR-GNN: Spectral Domain Reconstruction Graph Neural Network for Incomplete Multimodal Learning in Conversational Emotion RecognitionCode1
RL-MILP Solver: A Reinforcement Learning Approach for Solving Mixed-Integer Linear Programs with Graph Neural Networks—0
Integrating Functionalities To A System Via Autoencoder Hippocampus Network—0
GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural NetworkCode0
Graph Neural Network for Cerebral Blood Flow Prediction With Clinical Datasets—0
Causal and Local Correlations Based Network for Multivariate Time Series ClassificationCode1
Learning optimal objective values for MILPCode0
Knowledge-aware Evolutionary Graph Neural Architecture SearchCode0
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting—0
GraphSubDetector: Time Series Subsequence Anomaly Detection via Density-Aware Adaptive Graph Neural Network—0
A Graph Neural Network deep-dive into successful counterattacks—0
A Data-Driven Approach to Dataflow-Aware Online Scheduling for Graph Neural Network Inference—0
TANGNN: a Concise, Scalable and Effective Graph Neural Networks with Top-m Attention Mechanism for Graph Representation LearningCode0
Lie-Equivariant Quantum Graph Neural NetworksCode1
GeoScatt-GNN: A Geometric Scattering Transform-Based Graph Neural Network Model for Ames Mutagenicity Prediction—0
Learning Pore-scale Multi-phase Flow from Experimental Data with Graph Neural Network—0
Heterophilic Graph Neural Networks Optimization with Causal Message-passing—0
Conditional Distribution Learning on GraphsCode0
Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs—0
ORID: Organ-Regional Information Driven Framework for Radiology Report Generation—0
Graph neural network framework for energy mapping of hybrid monte-carlo molecular dynamics simulations of Medium Entropy Alloys—0
Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report)—0
Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs—0
Estimating Dark Matter Halo Masses in Simulated Galaxy Clusters with Graph Neural Networks—0
Eradicating Social Biases in Sentiment Analysis using Semantic Blinding and Semantic Propagation Graph Neural Networks—0
GNNAS-Dock: Budget Aware Algorithm Selection with Graph Neural Networks for Molecular Docking—0
GNN-Based Code Annotation Logic for Establishing Security Boundaries in C Code—0
Training a Label-Noise-Resistant GNN with Reduced ComplexityCode0
Multi Scale Graph Neural Network for Alzheimer's Disease—0
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene UnderstandingCode1
Bitcoin Research with a Transaction Graph DatasetCode0
Neural Graph Simulator for Complex Systems—0
Less is More: Unseen Domain Fake News Detection via Causal Propagation Substructures—0
Boolean-aware Boolean Circuit Classification: A Comprehensive Study on Graph Neural Network—0
Continuous GNN-based Anomaly Detection on Edge using Efficient Adaptive Knowledge Graph Learning—0
Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation—0
A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis—0
Quantum Information-Empowered Graph Neural Network for Hyperspectral Change Detection—0
General Geospatial Inference with a Population Dynamics Foundation ModelCode3
Graph Neural Network Surrogates to leverage Mechanistic Expert Knowledge towards Reliable and Immediate Pandemic ResponseCode2
Constraints and Variables Reduction for Optimal Power Flow Using Hierarchical Graph Neural Networks with Virtual Node-Splitting—0
EUREKHA: Enhancing User Representation for Key Hackers Identification in Underground ForumsCode0
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