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Graph Neural Network

Papers

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Showing 1651–1700 of 3598 papers

TitleStatusHype
LDSF: Lightweight Dual-Stream Framework for SAR Target Recognition by Coupling Local Electromagnetic Scattering Features and Global Visual Features—0
Intent-aware Recommendation via Disentangled Graph Contrastive Learning—0
Representation Learning on Heterophilic Graph with Directional Neighborhood Attention—0
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecasting—0
Toward Autonomous Cooperation in Heterogeneous Nanosatellite Constellations Using Dynamic Graph Neural Networks—0
Subhomogeneous Deep Equilibrium ModelsCode0
Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems—0
Using Graph Neural Networks to Predict Local Culture—0
Graph Neural Networks and Arithmetic Circuits—0
Prediction of the SYM-H Index Using a Bayesian Deep Learning Method with Uncertainty Quantification—0
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models—0
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
GNNDLD: Graph Neural Network with Directional Label Distribution—0
E(3)-equivariant models cannot learn chirality: Field-based molecular generation—0
Sampling-based Distributed Training with Message Passing Neural Network—0
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks—0
Path Planning based on 2D Object Bounding-box—0
Link Prediction with Physics-Inspired Graph Neural Networks—0
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors—0
Heterogeneous Graph Neural Network on Semantic Tree—0
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning—0
Partial Search in a Frozen Network is Enough to Find a Strong Lottery Ticket—0
A unifying primary framework for quantum graph neural networks from quantum graph states—0
Vehicle-group-based Crash Risk Prediction and Interpretation on Highways—0
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural NetworkCode0
Can we Soft Prompt LLMs for Graph Learning Tasks?—0
Ising on the Graph: Task-specific Graph Subsampling via the Ising Model—0
Approximate Message Passing-Enhanced Graph Neural Network for OTFS Data Detection—0
DisGNet: A Distance Graph Neural Network for Forward Kinematics Learning of Gough-Stewart PlatformCode0
Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach—0
Graph Feature Preprocessor: Real-time Subgraph-based Feature Extraction for Financial Crime Detection—0
Modeling Balanced Explicit and Implicit Relations with Contrastive Learning for Knowledge Concept Recommendation in MOOCs—0
Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at ScaleCode0
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
CoRe-GD: A Hierarchical Framework for Scalable Graph Visualization with GNNsCode0
N-1 Reduced Optimal Power Flow Using Augmented Hierarchical Graph Neural Network—0
Large Language Model Meets Graph Neural Network in Knowledge Distillation—0
Link Prediction with Relational Hypergraphs—0
PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural NetworkCode0
Single-GPU GNN Systems: Traps and Pitfalls—0
GraphRT: A graph-based deep learning model for predicting the retention time of peptides—0
Graph Neural Network and NER-Based Text Summarization—0
Attention-based Dynamic Multilayer Graph Neural Networks for Loan Default Prediction—0
A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning ApproachesCode0
A novel approach for detecting deep fake videos using graph neural network—0
Attention Graph for Multi-Robot Social Navigation with Deep Reinforcement Learning—0
Towards Personalized Privacy: User-Governed Data Contribution for Federated Recommendation—0
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Benchmark Results

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