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Graph Neural Network

Papers

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Showing 1401–1450 of 3598 papers

TitleStatusHype
SENC: Handling Self-collision in Neural Cloth Simulation—0
Accounting for Work Zone Disruptions in Traffic Flow Forecasting—0
Tackling Oversmoothing in GNN via Graph Sparsification: A Truss-based Approach—0
SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks—0
A Graph-based Adversarial Imitation Learning Framework for Reliable & Realtime Fleet Scheduling in Urban Air Mobility—0
Probability Passing for Graph Neural Networks: Graph Structure and Representations Joint LearningCode0
Improved Uncertainty Estimation of Graph Neural Network Potentials Using Engineered Latent Space Distances—0
Warming Up Cold-Start CTR Prediction by Learning Item-Specific Feature Interactions—0
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image ClassificationCode0
Domain-Hierarchy Adaptation via Chain of Iterative Reasoning for Few-shot Hierarchical Text Classification—0
Graph Neural Network Causal Explanation via Neural Causal ModelsCode0
The μG Language for Programming Graph Neural Networks—0
Deep-Graph-Sprints: Accelerated Representation Learning in Continuous-Time Dynamic Graphs—0
AdaptiGraph: Material-Adaptive Graph-Based Neural Dynamics for Robotic Manipulation—0
STAGE: Simplified Text-Attributed Graph Embeddings Using Pre-trained LLMsCode0
A review of graph neural network applications in mechanics-related domains—0
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections—0
Decoding Climate Disagreement: A Graph Neural Network-Based Approach to Understanding Social Media Dynamics—0
Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey—0
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts—0
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
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
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
Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data PredictionCode0
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
Amplify Graph Learning for Recommendation via Sparsity Completion—0
MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation—0
Federated Graph Semantic and Structural LearningCode0
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
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
Learning Spatio-Temporal Patterns of Polar Ice Layers With Physics-Informed Graph Neural Network—0
FT-AED: Benchmark Dataset for Early Freeway Traffic Anomalous Event DetectionCode0
Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer—0
Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert DemonstrationsCode0
HIGHT: Hierarchical Graph Tokenization for Molecule-Language Alignment—0
Behavior-Inspired Neural Networks for Relational Inference—0
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Benchmark Results

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