Chi Zhang - Publications, H-index & Citations

Chi Zhang

national university of singapore

10H指数

25论文数

409被引数

收录论文 7

发表时间

Safeguarding Federated Learning From Data Reconstruction Attacks via Gradient Dropout 通过梯度丢弃保护联邦学习免受数据重建攻击

IEEE Transactions on Information Forensics and Security

IF8

2026-01-29

PREAI

Ekanut Sotthiwat; Chi Zhang; Xiaokui Xiao; Liangli Zhen

Generative Image Reconstruction From Gradients

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

PREAI

Sotthiwat, Ekanut; Zhen, Liangli; Zhang, Chi; Li, Zengxiang; Goh, Rick Siow Mong

Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning 联合学习中针对梯度泄漏的增强多方计算

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2024-12-01

192

PREAI

Zhang, Chi; Ekanut, Sotthiwat; Zhen, Liangli; Li, Zengxiang

Privacy-Preserving Technology Using Federated Learning and Blockchain in Protecting against Adversarial Attacks for Retinal Imaging 基于联邦学习和区块链的隐私保护技术在视网膜成像对抗攻击防护中的应用

OPHTHALMOLOGY

IF9.5

2024-10-01

PREAI

Teo, Zhen Ling; Zhang, Xiaoman; Yang, Yechao; Jin, Liyuan; Zhang, Chi; Poh, Stanley Shuoh Jieh; Yu, Weihong; Jonas, Jost B.; Wang, Ya Xing; Wu, Wei-Chi; Lai, Chi-Chun; Liu, Yong; Goh, Rick Siow Mong; Ting, Daniel Shu Wei

Distributed optimization for degenerate loss functions arising from over-parameterization

artificial intelligence review

IF4.6

2021-12-01

PREAI

Zhang, Chi; Li, Qianxiao

Distributed multi-task classification: a decentralized online learning approach 分布式多任务分类: 一种分散式在线学习方法

MACHINE LEARNING

IF2.9

2017-11-02

OAAI

Zhang, Chi; Zhao, Peilin; Hao, Shuji; Soh, Yeng Chai; Lee, Bu Sung; Miao, Chunyan; Hoi, Steven C. H.

Taming the Uncertainty: Budget Limited Robust Crowdsensing Through Online Learning

IEEE-ACM TRANSACTIONS ON NETWORKING

IF3.6

2016-06-01

PREAI

Han, Kai; Zhang, Chi; Luo, Jun

研究方向