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Graph Neural Network

Papers

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Showing 3501–3550 of 3598 papers

TitleStatusHype
DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph ClassificationCode0
Towards Scalable Adaptive Learning with Graph Neural Networks and Reinforcement LearningCode0
Self-pruning Graph Neural Network for Predicting Inflammatory Disease Activity in Multiple Sclerosis from Brain MR ImagesCode0
Graph Adversarial Training: Dynamically Regularizing Based on Graph StructureCode0
DeltaGNN: Graph Neural Network with Information Flow ControlCode0
Gradient scarcity with Bilevel Optimization for Graph LearningCode0
Conditional Distribution Learning on GraphsCode0
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement LearningCode0
Gradient Rewiring for Editable Graph Neural Network TrainingCode0
Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site SelectionCode0
A Novel Self-Supervised Learning-Based Anomaly Node Detection Method Based on an Autoencoder in Wireless Sensor NetworksCode0
Delay-aware Backpressure Routing Using Graph Neural NetworksCode0
DICE: Device-level Integrated Circuits Encoder with Graph Contrastive PretrainingCode0
DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature NoiseCode0
GNRK: Graph Neural Runge-Kutta method for solving partial differential equationsCode0
DeepTPI: Test Point Insertion with Deep Reinforcement LearningCode0
Synthesizing Traffic Datasets using Graph Neural NetworksCode0
Adversarial Attack on Graph Structured DataCode0
Deep Spatial Domain GeneralizationCode0
Overlapping Community Detection with Graph Neural NetworksCode0
p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer NetworksCode0
PAC-Bayesian Adversarially Robust Generalization Bounds for Graph Neural NetworkCode0
GNNSampler: Bridging the Gap between Sampling Algorithms of GNN and HardwareCode0
Synthetic pre-training for neural-network interatomic potentialsCode0
Deep Representations for Time-varying Brain DatasetsCode0
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram IntersectionCode0
PAGE: Parametric Generative Explainer for Graph Neural NetworkCode0
Towards Sparse Hierarchical Graph ClassifiersCode0
Bias Reduction via Cooperative Bargaining in Synthetic Graph Dataset GenerationCode0
GNN-FiLM: Graph Neural Networks with Feature-wise Linear ModulationCode0
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural NetworkCode0
GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge GraphsCode0
Self-supervised Representation Learning for Evolutionary Neural Architecture SearchCode0
GMNN: Graph Markov Neural NetworksCode0
Inferring Past Human Actions in Homes with Abductive ReasoningCode0
Parallel-friendly Spatio-Temporal Graph Learning for Photovoltaic Degradation Analysis at ScaleCode0
Tackling Graphical NLP problems with Graph Recurrent NetworksCode0
Global Stock Market Volatility Forecasting Incorporating Dynamic Graphs and All Trading DaysCode0
Advancing GraphSAGE with A Data-Driven Node SamplingCode0
Global Reasoning over Database Structures for Text-to-SQL ParsingCode0
Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural NetworksCode0
Deep Neural Architecture Search with Deep Graph Bayesian OptimizationCode0
TactileGCN: A Graph Convolutional Network for Predicting Grasp Stability with Tactile SensorsCode0
Particle Graph Autoencoders and Differentiable, Learned Energy Mover's DistanceCode0
BHGNN-RT: Network embedding for directed heterogeneous graphsCode0
Partition Pooling for Convolutional Graph Network Applications in Particle PhysicsCode0
PatchGT: Transformer over Non-trainable Clusters for Learning Graph RepresentationsCode0
GLASU: A Communication-Efficient Algorithm for Federated Learning with Vertically Distributed Graph DataCode0
Path-aware Siamese Graph Neural Network for Link PredictionCode0
Tracking Interaction States for Multi-Turn Text-to-SQL Semantic ParsingCode0
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