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Graph Neural Network

Papers

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Showing 951–1000 of 3598 papers

TitleStatusHype
Hyperdimensional Representation Learning for Node Classification and Link Prediction—0
Minimize Control Inputs for Strong Structural Controllability Using Reinforcement Learning with Graph Neural Network—0
E(3)-equivariant models cannot learn chirality: Field-based molecular generation—0
Sampling-based Distributed Training with Message Passing Neural Network—0
Path Planning based on 2D Object Bounding-box—0
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks—0
Link Prediction with Physics-Inspired Graph Neural Networks—0
Heterogeneous Graph Neural Network on Semantic Tree—0
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors—0
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning—0
Linear-Time Graph Neural Networks for Scalable RecommendationsCode1
Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket—0
Can GNN be Good Adapter for LLMs?Code1
A Microstructure-based Graph Neural Network for Accelerating Multiscale SimulationsCode1
A unifying primary framework for quantum graph neural networks from quantum graph states—0
Heterogeneous Graph Reasoning for Fact Checking over Texts and TablesCode1
Vehicle-group-based Crash Risk Prediction and Interpretation on Highways—0
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural NetworkCode0
ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity AlignmentCode2
Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent EducationCode1
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical FeedbackCode2
Can we Soft Prompt LLMs for Graph Learning Tasks?—0
Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection—0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach—0
DisGNet: A Distance Graph Neural Network for Forward Kinematics Learning of Gough-Stewart PlatformCode0
Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at ScaleCode0
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs—0
Graph Feature Preprocessor: Real-time Subgraph-based Feature Extraction for Financial Crime Detection—0
NetInfoF Framework: Measuring and Exploiting Network Usable InformationCode0
Perfect Recovery for Random Geometric Graph Matching with Shallow Graph Neural Networks—0
Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy—0
Explainable Global Wildfire Prediction Models using Graph Neural NetworksCode1
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNsCode0
Deceptive Path Planning via Reinforcement Learning with Graph Neural NetworksCode1
N-1 Reduced Optimal Power Flow Using Augmented Hierarchical Graph Neural Network—0
Large Language Model Meets Graph Neural Network in Knowledge Distillation—0
Moco: A Learnable Meta Optimizer for Combinatorial OptimizationCode1
Link Prediction with Relational Hypergraphs—0
PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural NetworkCode0
Graph Neural Network and NER-Based Text Summarization—0
Single-GPU GNN Systems: Traps and Pitfalls—0
GraphRT: A graph-based deep learning model for predicting the retention time of peptides—0
A novel approach for detecting deep fake videos using graph neural network—0
A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning ApproachesCode0
Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction—0
Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation—0
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning—0
Online Algorithm for Node Feature Forecasting in Temporal Graphs—0
Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1air0S1—Unverified