1 citations · 1 across the 4 of their papers we have counts for
4 papers
FedFrozen: Two-Stage Federated Optimization via Attention Kernel Freezing
Junye Du, Zhenghao Li, Yushi Feng +1
Federated learning with heterogeneous clients remains a significant challenge for deep learning, primarily due to client drift arising from inconsistent local updates. Existing fed…
A Nonparametric Statistics Approach to Feature Selection in Deep Neural Networks with Theoretical Guarantees
Junye Du, Zhenghao Li, Zhutong Gu +1
This paper tackles the problem of feature selection in a highly challenging setting: , where is…
A General Framework of Brain Region Detection And Genetic Variants Selection in Imaging Genetics
Siqiang Su, Zhenghao Li, Long Feng +1
Imaging genetics is a growing field that employs structural or functional neuroimaging techniques to study individuals with genetic risk variants potentially linked to specific ill…
Time Series Generative Learning with Application to Brain Imaging Analysis
Zhenghao Li, Sanyou Wu, Long Feng
This paper focuses on the analysis of sequential image data, particularly brain imaging data such as MRI, fMRI, CT, with the motivation of understanding the brain aging process and…