Guogang Zhu - Publications, H-index & Citations

Back

Guogang Zhu

Beihang University

5H-index

25Paper Count

105Citation Count

Published Papers 6

Publication Date

Learning by imitating the classics: Mitigating class imbalance in federated learning via simulated centralized learning

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Zhu, Guogang; Liu, Xuefeng; Niu, Jianwei; Wei, Yucheng; Tang, Shaojie; Zhang, Jiayuan

Save

Aligning Before Aggregating: Enabling Communication Efficient Cross-Domain Federated Learning via Consistent Feature Extraction

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-05-01

PREAI

Zhu, Guogang; Liu, Xuefeng; Tang, Shaojie; Niu, Jianwei

Save

Take Your Pick: Enabling Effective Distributed Learning Within Low-Dimensional Feature Space

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-01-01

PREAI

Zhu, Guogang; Liu, Xuefeng; Tang, Shaojie; Niu, Jianwei; Wu, Xinghao; Shen, Jiaxing; Lin, Wanyu

Save

A deep learning reconstruction framework for low dose phase contrast via inter-contrast enhancement

MEASUREMENT

IF5.6

2023-09-01

OAAI

Zhang, Changsheng; Zhu, Guogang; Fu, Jian; Zhao, Gang

Save

A lightweight solution of industrial computed tomography with convolutional neural network

NDT & E INTERNATIONAL

IF4.5

2020-12-01

OAAI

Zhu, Guogang; Fu, Jian

Save

The Diversity Bonus: Learning From Dissimilar Clients in Personalized Federated Learning

IEEE Transactions on Neural Networks and Learning Systems

IF8.9

PREAI

Xinghao Wu; Jianwei Niu; Xuefeng Liu; Guogang Zhu; Shaojie Tang; Wanyu Lin; Jiannong Cao

Save

Research Directions