AIML-K GNN_Survey issues

AIML-K / GNN_Survey

updating papers related to GNN

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Generative Contrastive Graph Learning for Recommendation

#37 wonsutak-ysz opened 5 days ago
5
Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors

#36 2nazero opened 1 week ago
1
Robust Regularization Design of Graph Neural Networks Against Adversarial Attacks Based on Lyapunov Theory

#35 2nazero opened 1 week ago
1
Enhancing Node-Level Adversarial Defenses by Lipschitz Regularization of Graph Neural Networks

#34 2nazero opened 1 week ago
1
Enhancing Robustness of Graph Neural Networks through p-Laplacian

#33 2nazero opened 1 week ago
1
Robustifying GNN Via Weighted Laplacian

#32 2nazero opened 1 week ago
1
Robust Graph Neural Networks using Weighted Graph Laplacian

#31 2nazero opened 1 week ago
2
Spectral Adversarial Training for Robust Graph Neural Networks

#30 2nazero opened 1 week ago
2
Adversarial Robustness of Graph Neural Networks

#29 2nazero opened 1 week ago
1
𝑝-Laplacian Based Graph Neural Networks

#28 2nazero opened 1 week ago
2
Graph Neural Networks with Diverse Spectral Filtering

#27 2nazero opened 1 week ago
2
A Laplacian regularized graph neural network for predictive modeling of multiple chronic conditions

#26 2nazero opened 1 week ago
1
Enhanced Loss Function based on Laplacian Eigenmaps for Graph Classification

#25 2nazero opened 1 week ago
1
Iss23 ysz

#24 wonsutak-ysz closed 1 week ago
0
LightGCN

#23 wonsutak-ysz opened 1 week ago
6
Exact Combinatorial Optimization with Graph Convolutional Neural Network

#22 wonsutak-ysz opened 2 weeks ago
3
Graph backdoor

#21 2nazero opened 3 weeks ago
5
Graph contrastive learning with augmentations

#20 2nazero opened 3 weeks ago
5
Strategies for pre-training graph neural networks

#19 2nazero opened 3 weeks ago
5
Paper List Related to Robust Pre-training GNNs

#18 2nazero opened 3 weeks ago
0
Nrgnn: Learning a label noise resistant graph neural network on sparsely and noisily labeled graphs

#17 2nazero opened 3 weeks ago
6
Unified robust training for graph neural networks against label noise

#16 2nazero opened 3 weeks ago
3
Towards self-explainable graph neural network

#15 2nazero opened 3 weeks ago
9
Adversarial label-flipping attack and defense for graph neural networks

#14 2nazero opened 3 weeks ago
7
Paper List Related to Robust GNNs Against Label Noises

#13 2nazero opened 3 weeks ago
0
Practical Molecular Optimization (PMO) benchmark

#12 wonsutak-ysz opened 4 weeks ago
0
Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network

#11 kyungheee opened 1 month ago
0
Deep spatio-temporal graph network with self-optimization for air quality prediction

#10 2nazero opened 1 month ago
0
Multi-relational graph representation learning with bayesian gaussian process network

#9 2nazero opened 1 month ago
0
Bayesian graph neural networks with adaptive connection sampling

#8 2nazero opened 1 month ago
0
Graph neural network-inspired kernels for gaussian processes in semi-supervised learning

#7 2nazero opened 1 month ago
8
Bayesian Mesh Optimization for Graph Neural Networks to Enhance Engineering Performance Prediction

#6 2nazero opened 1 month ago
0
Graph Neural Network Powered Bayesian Optimization for Large Molecular Spaces

#5 2nazero opened 1 month ago
3
Bayesian optimisation of functions on graphs

#4 2nazero opened 1 month ago
5
Graph neural bayesian optimization for virtual screening

#3 2nazero opened 1 month ago
8
Network Traffic Modeling and Prediction Using Graph Gaussian Processes

#2 2nazero opened 1 month ago
5
How this repository works

#1 2nazero opened 1 month ago
0