Zheshi Zheng

Conditional Uncertainty Quantification for Tensorized Topological Neural Networks

2024 · arXiv (Cornell University)

Graph Neural Networks (GNNs) have become the de facto standard for analyzing graph-structured data, leveraging message-passing techniques to capture both structural and node feature information. However, recent studies have raised concerns about the statistical reliability …