Picture for Jiong Zhu

Jiong Zhu

On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks

Add code
Sep 26, 2024
Figure 1 for On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
Figure 2 for On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
Figure 3 for On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
Figure 4 for On the Impact of Feature Heterophily on Link Prediction with Graph Neural Networks
Viaarxiv icon

Graph Coarsening via Convolution Matching for Scalable Graph Neural Network Training

Add code
Dec 24, 2023
Viaarxiv icon

On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks

Add code
Jun 08, 2023
Viaarxiv icon

Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation

Add code
May 17, 2023
Viaarxiv icon

On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods

Add code
Jul 10, 2022
Figure 1 for On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
Figure 2 for On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
Figure 3 for On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
Figure 4 for On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods
Viaarxiv icon

Improving Robustness of Graph Neural Networks with Heterophily-Inspired Designs

Add code
Jun 14, 2021
Figure 1 for Improving Robustness of Graph Neural Networks with Heterophily-Inspired Designs
Figure 2 for Improving Robustness of Graph Neural Networks with Heterophily-Inspired Designs
Figure 3 for Improving Robustness of Graph Neural Networks with Heterophily-Inspired Designs
Figure 4 for Improving Robustness of Graph Neural Networks with Heterophily-Inspired Designs
Viaarxiv icon

Graph Neural Networks with Heterophily

Add code
Sep 28, 2020
Viaarxiv icon

Generalizing Graph Neural Networks Beyond Homophily

Add code
Jun 20, 2020
Figure 1 for Generalizing Graph Neural Networks Beyond Homophily
Figure 2 for Generalizing Graph Neural Networks Beyond Homophily
Figure 3 for Generalizing Graph Neural Networks Beyond Homophily
Figure 4 for Generalizing Graph Neural Networks Beyond Homophily
Viaarxiv icon