Publications

2023

An Non-Asymptotic Analysis of Oversmoothing in Graph Neural Networks

Xinyi Wu, Zhengdao Chen, William Wang, Ali Jadbabaie

ICLR 2023 / Paper

2022

Link Partitioning on Simplicial Complexes Using Higher-Order Laplacians

Xinyi Wu, Arnab Sarker, Ali Jadbabaie

ICDM 2022 / Paper / Code

2020

Spectra of Quantum Graphs via a Scattering Matrix Approach

Xinyi Wu

Senior Thesis / Paper