Search Results for author: Yuanzhi Cheng

Found 2 papers, 1 papers with code

Tired of Over-smoothing? Stress Graph Drawing Is All You Need!

no code implementations19 Nov 2022 Xue Li, Yuanzhi Cheng

In designing and applying graph neural networks, we often fall into some optimization pitfalls, the most deceptive of which is that we can only build a deep model by solving over-smoothing.

Understanding the Message Passing in Graph Neural Networks via Power Iteration Clustering

1 code implementation30 May 2020 Xue Li, Yuanzhi Cheng

The mechanism of message passing in graph neural networks (GNNs) is still mysterious.

Clustering

Cannot find the paper you are looking for? You can Submit a new open access paper.