Picture for Kimon Fountoulakis

Kimon Fountoulakis

Analysis of Corrected Graph Convolutions

May 22, 2024
Viaarxiv icon

Simulation of Graph Algorithms with Looped Transformers

Feb 02, 2024
Figure 1 for Simulation of Graph Algorithms with Looped Transformers
Figure 2 for Simulation of Graph Algorithms with Looped Transformers
Figure 3 for Simulation of Graph Algorithms with Looped Transformers
Viaarxiv icon

Local Graph Clustering with Noisy Labels

Oct 12, 2023
Viaarxiv icon

Optimality of Message-Passing Architectures for Sparse Graphs

May 17, 2023
Figure 1 for Optimality of Message-Passing Architectures for Sparse Graphs
Figure 2 for Optimality of Message-Passing Architectures for Sparse Graphs
Viaarxiv icon

On Classification Thresholds for Graph Attention with Edge Features

Oct 18, 2022
Figure 1 for On Classification Thresholds for Graph Attention with Edge Features
Figure 2 for On Classification Thresholds for Graph Attention with Edge Features
Figure 3 for On Classification Thresholds for Graph Attention with Edge Features
Figure 4 for On Classification Thresholds for Graph Attention with Edge Features
Viaarxiv icon

Effects of Graph Convolutions in Deep Networks

Apr 20, 2022
Figure 1 for Effects of Graph Convolutions in Deep Networks
Figure 2 for Effects of Graph Convolutions in Deep Networks
Figure 3 for Effects of Graph Convolutions in Deep Networks
Figure 4 for Effects of Graph Convolutions in Deep Networks
Viaarxiv icon

Graph Attention Retrospective

Apr 02, 2022
Figure 1 for Graph Attention Retrospective
Figure 2 for Graph Attention Retrospective
Figure 3 for Graph Attention Retrospective
Figure 4 for Graph Attention Retrospective
Viaarxiv icon

Local Hyper-flow Diffusion

Add code
Mar 08, 2021
Figure 1 for Local Hyper-flow Diffusion
Figure 2 for Local Hyper-flow Diffusion
Figure 3 for Local Hyper-flow Diffusion
Figure 4 for Local Hyper-flow Diffusion
Viaarxiv icon

Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization

Feb 22, 2021
Figure 1 for Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Figure 2 for Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Figure 3 for Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Figure 4 for Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization
Viaarxiv icon

$p$-Norm Flow Diffusion for Local Graph Clustering

Add code
May 20, 2020
Figure 1 for $p$-Norm Flow Diffusion for Local Graph Clustering
Figure 2 for $p$-Norm Flow Diffusion for Local Graph Clustering
Figure 3 for $p$-Norm Flow Diffusion for Local Graph Clustering
Figure 4 for $p$-Norm Flow Diffusion for Local Graph Clustering
Viaarxiv icon