A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning. - Yunhua Xiang; Noah Simon (ICML, 2020)

A Kernel-based Test of Independence for Cluster-correlated Data. - Hongjiao Liu; Anna M. Plantinga; Yunhua Xiang; Michael C. Wu (NeurIPS, 2021)

On the Optimality of Nuclear-norm-based Matrix Completion for Problems with Smooth Non-linear Structure. - Yunhua Xiang; Tianyu Zhang; Xu Wang; Ali Shojaie; Noah Simon (J. Mach. Learn. Res., 2023)