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Graph Neural Network

Papers

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Showing 651–700 of 3598 papers

TitleStatusHype
Graph Neural Network Causal Explanation via Neural Causal ModelsCode0
The μG Language for Programming Graph Neural Networks—0
HRRPGraphNet: Make HRRPs to Be Graphs for Efficient Target RecognitionCode1
STAGE: Simplified Text-Attributed Graph Embeddings Using Pre-trained LLMsCode0
A review of graph neural network applications in mechanics-related domains—0
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation—0
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs—0
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics—0
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections—0
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts—0
Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey—0
MEEG and AT-DGNN: Improving EEG Emotion Recognition with Music Introducing and Graph-based LearningCode2
PICA: Physics-Integrated Clothed Avatar—0
A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs—0
SSP-GNN: Learning to Track via Bilevel Optimization—0
G-Adaptivity: optimised graph-based mesh relocation for finite element methodsCode1
Spatiotemporal Forecasting of Traffic Flow using Wavelet-based Temporal AttentionCode0
Dance of the ADS: Orchestrating Failures through Historically-Informed Scenario Fuzzing—0
GraphCNNpred: A stock market indices prediction using a Graph based deep learning system—0
SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network—0
MHNet: Multi-view High-order Network for Diagnosing Neurodevelopmental Disorders Using Resting-state fMRICode2
Holistically-Nested Structure-Aware Graph Neural Network for Road Extraction—0
Structure-Aware Consensus Network on Graphs with Few Labeled NodesCode0
RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing—0
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement LearningCode0
ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding—0
Graph in Graph Neural NetworkCode1
Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data PredictionCode0
UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization ProblemsCode2
Modeling the Real World with High-Density Visual Particle Dynamics—0
Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations—0
Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association PredictionCode1
Amplify Graph Learning for Recommendation via Sparsity Completion—0
Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream RecognitionCode1
Federated Graph Semantic and Structural LearningCode0
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation—0
Graph Neural Network as Computationally Efficient Emulator of Ice-sheet and Sea-level System Model (ISSM)—0
ContactNet: Geometric-Based Deep Learning Model for Predicting Protein-Protein Interactions—0
Efficient and Effective Implicit Dynamic Graph Neural NetworkCode0
Joint Admission Control and Resource Allocation of Virtual Network Embedding via Hierarchical Deep Reinforcement LearningCode2
Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics LearningCode0
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification—0
Automatic AI Model Selection for Wireless Systems: Online Learning via Digital TwinningCode0
Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer—0
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event DetectionCode0
Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network—0
Behavior-Inspired Neural Networks for Relational Inference—0
Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert DemonstrationsCode0
HIGHT: Hierarchical Graph Tokenization for Molecule-Language Alignment—0
Multi-View Empowered Structural Graph Wordification for Language ModelsCode0
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Benchmark Results

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