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Zhiyi Tian

Southeast University

10H-index
58Paper Count
534Citation Count
Published Papers 19
Publication Date
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Ellipsoid Control: A White-List Jailbreak Defense via Benign Latent Modeling
errIEEE Transactions on Information Forensics and Security
IF8
err2026-06-25
err0
PREAI
errLuoyu Chen; Weiqi Wang; Zhiyi Tian; Feng Wu; Ahmed Asiri; Shui Yu
errShare
errSave
BlindU: Blind Machine Unlearning Without Revealing Erasing Data
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-01-15
err0
PREAI
errWeiqi Wang; Zhiyi Tian; Chenhan Zhang; Shui Yu
errShare
errSave
Model-Enabled Task-Oriented Semantic Communications Through Knowledge Synchronization
errIEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
IF7
err2025-10-01
err1
PREAI
errTian, Zhiyi; Wang, Weiqi; Zhang, Chenhan; Yu, Shui
errShare
errSave
SMS: Self-Supervised Model Seeding for Verification of Machine Unlearning
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2025-09-29
err0
PREAI
errWeiqi Wang; Chenhan Zhang; Zhiyi Tian; Shui Yu
errShare
errSave
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning
errIEEE Transactions on Dependable and Secure Computing
IF7.5
err2025-07-01
err0
PREAI
errWeiqi Wang; Chenhan Zhang; Zhiyi Tian; Shushu Liu; Shui Yu
errShare
errSave
CRCGAN: Toward robust feature extraction in finger vein recognition
errPATTERN RECOGNITION
IF7.6
err2025-02-01
err0
PREAI
errZhang, Zhongxia; Zhou, Zhengchun; Tian, Zhiyi; Yu, Shui
errShare
errSave
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2025-01-01
err0
PREAI
errWang, Weiqi; Tian, Zhiyi; Zhang, Chenhan; Yu, Shui
errShare
errSave
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy
errIEEE Communications Surveys & Tutorials
IF0
err2024-12-13
err0
PREAI
errShaolong Guo; Yuntao Wang; Ning Zhang; Zhou Su; Tom H. Luan; Zhiyi Tian; Xuemin Shen
errShare
errSave
Semantic Communications Toward Graph Data
errIEEE WIRELESS COMMUNICATIONS
IF11.5
err2024-12-01
err0
PREAI
errZhang, Chenhan; Tian, Zhiyi; Wang, Weiqi; Yu, Shui
errShare
errSave
An Asynchronous Multi-Task Semantic Communication Method
errIEEE NETWORK
IF6.3
err2024-07-01
err2
PREAI
errTian, Zhiyi; Vo, Hiep; Zhang, Chenhan; Min, Geyong; Yu, Shui
errShare
errSave
The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2024-07-01
err0
PREAI
errTian, Zhiyi; Cui, Lei; Zhang, Chenhan; Tan, Shuaishuai; Yu, Shui; Tian, Yonghong
errShare
errSave
Clustering High-Dimensional Noisy Categorical Data
errJOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
IF3
err2024-01-16
err0
PREAI
errTian, Zhiyi; Xu, Jiaming; Tang, Jen
errShare
errSave
Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-01-15
err5
PREAI
errDou, Jie; Xie, Gang; Tian, Zhiyi; Cui, Lei; Yu, Shui
errShare
errSave
Machine Unlearning via Representation Forgetting With Parameter Self-Sharing
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err3
PREAI
errWang, Weiqi; Zhang, Chenhan; Tian, Zhiyi; Yu, Shui
errShare
errSave
Forgetting and Remembering Are Both You Need: Balanced Graph Structure Unlearning
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err0
PREAI
errZhang, Chenhan; Wang, Weiqi; Tian, Zhiyi; Yu, Shui
errShare
errSave
Personalized Federated Learning for Heterogeneous Residential Load Forecasting
errBIG DATA MINING AND ANALYTICS
IF6.2
err2023-12-01
err6
errOAAI
errQu, Xiaodong; Guan, Chengcheng; Xie, Gang; Tian, Zhiyi; Sood, Keshav; Sun, Chaoli; Cui, Lei
errShare
errSave
Generative Adversarial Networks: A Survey on Attack and Defense Perspective
errACM COMPUTING SURVEYS
IF28
err2023-11-10
err1
errOAAI
errZhang, Chenhan; Yu, Shui; Tian, Zhiyi; Yu, James J. Q.
errShare
errSave
A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning
errACM COMPUTING SURVEYS
IF28
err2022-12-23
err77
PREAI
errTian, Zhiyi; Cui, Lei; Liang, Jie; Yu, Shui
errShare
errSave
A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework
errIEEE ACCESS
IF3.6
err2019-01-01
err24
errOAAI
errLiu, Jiayong; Tian, Zhiyi; Zheng, Rongfeng; Liu, Liang
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
X
Xuemin Shen
H-index: 149 · Papers: 2.5K
张
张宁 (Ning Zhang)
H-index: 90 · Papers: 1.3K
S
Shui Yu
H-index: 82 · Papers: 1.1K
G
Geyong Min
H-index: 74 · Papers: 856
Y
Yonghong Tian
H-index: 65 · Papers: 575
View more