2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.FA2024
On the existence and estimates of nested spherical designs
Ruigang Zheng, Xiaosheng Zhuang
In this paper, we prove the existence of a spherical -design formed by adding extra points to an arbitrarily given point set on the sphere and, subsequently, deduce the existenc…
eess.SP2023
Data-Adaptive Graph Framelets with Generalized Vanishing Moments for Graph Machine Learning
Ruigang Zheng, Xiaosheng Zhuang
In this paper, we propose a general framework for constructing tight framelet systems on graphs with localized supports based on partition trees. Our construction of framelets prov…
cs.LG2023★ 2 cited
Permutation Equivariant Graph Framelets for Heterophilous Graph Learning
Jianfei Li, Ruigang Zheng, Han Feng +2
The nature of heterophilous graphs is significantly different from that of homophilous graphs, which causes difficulties in early graph neural network models and suggests aggregati…