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Graph Neural Network

Papers

Showing 24012450 of 3598 papers

TitleStatusHype
Unsupervised Semantic Representation Learning of Scientific Literature Based on Graph Attention Mechanism and Maximum Mutual Information0
Scientific Paper Classification Based on Graph Neural Network with Hypergraph Self-attention Mechanism0
On the Effectiveness of Hybrid Pooling in Mixup-Based Graph Learning for Language ProcessingCode0
Towards Prototype-Based Self-Explainable Graph Neural Network0
Deep Spatial Domain GeneralizationCode0
ASGNN: Graph Neural Networks with Adaptive Structure0
DDoS: A Graph Neural Network based Drug Synergy Prediction AlgorithmCode0
TPGNN: Learning High-order Information in Dynamic Graphs via Temporal Propagation0
MultiScale MeshGraphNets0
HeterGraphLongSum: Heterogeneous Graph Neural Network with Passage Aggregation for Extractive Long Document Summarization0
Gait-based Age Group Classification with Adaptive Graph Neural Network0
Differentiable Parsing and Visual Grounding of Natural Language Instructions for Object Placement0
Multi Graph Neural Network for Extractive Long Document SummarizationCode0
Multi-level Community-awareness Graph Neural Networks for Neural Machine TranslationCode0
Probabilistic Wind Park Power Prediction using Bayesian Deep Learning and Generative Adversarial Networks0
RSGT: Relational Structure Guided Temporal Relation Extraction0
True or False? Detecting False Information on Social Media Using Graph Neural Networks0
Machine learning frontier orbital energies of nanodiamonds0
GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials0
Graph Attention Network for Camera Relocalization on Dynamic Scenes0
Explainable Graph Pyramid Autoformer for Long-Term Traffic ForecastingCode0
Learning Decentralized Strategies for a Perimeter Defense Game with Graph Neural Networks0
Graph Neural Network Expressivity and Meta-Learning for Molecular Property Regression0
Physics-Informed Graph Neural Network for Spatial-temporal Production Forecasting0
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding0
Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust0
Graph Neural Network and Superpixel Based Brain Tissue Segmentation (Corrected Version)0
Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks0
A Simple Temporal Information Matching Mechanism for Entity Alignment Between Temporal Knowledge GraphsCode0
Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling0
Imbalanced Node Processing Method in Graph Neural Network Classification Task0
De Bruijn goes Neural: Causality-Aware Graph Neural Networks for Time Series Data on Dynamic Graphs0
DiP-GNN: Discriminative Pre-Training of Graph Neural Networks0
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network0
A semantic hierarchical graph neural network for text classification0
Artificial Intelligence in Material Engineering: A review on applications of AI in Material Engineering0
Overhead-Free Blockage Detection and Precoding Through Physics-Based Graph Neural Networks: LIDAR Data Meets Ray Tracing0
Meta-RegGNN: Predicting Verbal and Full-Scale Intelligence Scores using Graph Neural Networks and Meta-LearningCode0
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos0
Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot ClassificationCode0
Simple and Powerful Architecture for Inductive Recommendation Using Knowledge Graph Convolutions0
Analyzing the Effect of Sampling in GNNs on Individual FairnessCode0
Graph-PHPA: Graph-based Proactive Horizontal Pod Autoscaling for Microservices using LSTM-GNN0
Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks0
Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based ApproachCode0
A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive LearningCode0
SATformer: Transformer-Based UNSAT Core Learning0
Efficient Chemical Space Exploration Using Active Learning Based on Marginalized Graph Kernel: an Application for Predicting the Thermodynamic Properties of Alkanes with Molecular SimulationCode0
A topic-aware graph neural network model for knowledge base updating0
Learning Tree Structures from Leaves For Particle Decay ReconstructionCode0
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Benchmark Results

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