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Graph Neural Network

Papers

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Showing 1601–1650 of 3598 papers

TitleStatusHype
DSGNN: A Dual-View Supergrid-Aware Graph Neural Network for Regional Air Quality Estimation—0
HeMeNet: Heterogeneous Multichannel Equivariant Network for Protein Multitask Learning—0
Constrained Layout Generation with Factor Graphs—0
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge GraphsCode0
On Size and Hardness Generalization in Unsupervised Learning for the Travelling Salesman Problem—0
Beyond the Known: Novel Class Discovery for Open-world Graph Learning—0
Tiny Graph Neural Networks for Radio Resource Management—0
Uplift Modeling Under Limited SupervisionCode0
Gegenbauer Graph Neural Networks for Time-varying Signal ReconstructionCode0
Temporal Graph Networks for Graph Anomaly Detection in Financial Networks—0
EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields—0
CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations—0
Identifying Backdoored Graphs in Graph Neural Network Training: An Explanation-Based Approach with Novel Metrics—0
Learn from Heterophily: Heterophilous Information-enhanced Graph Neural NetworkCode0
Less Is More - On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP—0
Manufacturing Service Capability Prediction with Graph Neural Networks—0
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks—0
Rumor Detection with a novel graph neural network approach—0
A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures—0
Cascading Blackout Severity Prediction with Statistically-Augmented Graph Neural Networks—0
iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse OperationsCode0
Knowledge-Enhanced Recommendation with User-Centric Subgraph NetworkCode0
Graph Neural Network for Crawling Target Nodes in Social Networks—0
Unifews: Unified Entry-Wise Sparsification for Efficient Graph Neural Network—0
Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation—0
Integrating Physics Inspired Features with Graph ConvolutionCode0
Dual-Channel Multiplex Graph Neural Networks for Recommendation—0
Graph Neural Network for Neutrino Physics Event Reconstruction—0
DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks—0
Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects—0
Multi-Relational Graph Neural Network for Out-of-Domain Link Prediction—0
ECRC: Emotion-Causality Recognition in Korean Conversation for GCN—0
stMCDI: Masked Conditional Diffusion Model with Graph Neural Network for Spatial Transcriptomics Data Imputation—0
Discovering Invariant Neighborhood Patterns for Heterophilic Graphs—0
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection—0
From Chaos to Clarity: Time Series Anomaly Detection in Astronomical ObservationsCode0
Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN)—0
Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research—0
BG-HGNN: Toward Scalable and Efficient Heterogeneous Graph Neural Network—0
Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations—0
Ensemble Quadratic Assignment Network for Graph Matching—0
Graph Neural Network with Two Uplift Estimators for Label-Scarcity Individual Uplift Modeling—0
SiGNN: A Spike-induced Graph Neural Network for Dynamic Graph Representation Learning—0
Financial Default Prediction via Motif-preserving Graph Neural Network with Curriculum Learning—0
Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack—0
Jet Discrimination with Quantum Complete Graph Neural NetworkCode0
BloomGML: Graph Machine Learning through the Lens of Bilevel OptimizationCode0
Improving Matrix Completion by Exploiting Rating Ordinality in Graph Neural Networks—0
Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion—0
An AI-enabled Agent-Based Model and Its Application in Measles Outbreak Simulation for New Zealand—0
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Benchmark Results

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1air0S1—Unverified