Chi Zhang - Publications, H-index & Citations

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Chi Zhang

national university of singapore

10H-index

25Paper Count

409Citation Count

Published Papers 7

Publication Date

Safeguarding Federated Learning From Data Reconstruction Attacks via Gradient Dropout

IEEE Transactions on Information Forensics and Security

IF8

2026-01-29

PREAI

Ekanut Sotthiwat; Chi Zhang; Xiaokui Xiao; Liangli Zhen

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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

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Augmented Multi-Party Computation Against Gradient Leakage in Federated Learning

IEEE TRANSACTIONS ON BIG DATA

IF5.7

2024-12-01

192

PREAI

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

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Privacy-Preserving Technology Using Federated Learning and Blockchain in Protecting against Adversarial Attacks for Retinal Imaging

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

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Distributed optimization for degenerate loss functions arising from over-parameterization

artificial intelligence review

IF4.6

2021-12-01

PREAI

Zhang, Chi; Li, Qianxiao

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Distributed multi-task classification: a decentralized online learning approach

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.

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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

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Research Directions