Zhongyun Hua — Homepage

I am currently a Professor with the School of Computer Science and Technology at Harbin Institute of Technology, Shenzhen. I received the B.S. degree in software engineering from Chongqing University in 2011, and the M.S. and Ph.D. degrees in software engineering from the University of Macau in 2013 and 2016, respectively. My works have appeared in prestigious venues such as ACM CCS, USENIX Security, ICML, CVPR, AAAI, ACM MM, IEEE TIFS, IEEE TDSC, IEEE TC, IEEE TPDS, IEEE TIP, and IEEE TSP. I have been recognized as a 'Highly Cited Researcher' from 2022 to 2025 and have published more than 150 papers. I am an Associate Editor of IEEE Transactions on Dependable and Secure Computing, IEEE Signal Processing Letters, and the International Journal of Bifurcation and Chaos. 我是哈尔滨工业大学（深圳）计算机科学与技术学院教授。2011 年于重庆大学获软件工程学士学位， 2013 年和 2016 年于澳门大学分别获软件工程硕士与博士学位。研究成果发表于 ACM CCS、USENIX Security、ICML、CVPR、AAAI、ACM MM、IEEE TIFS、IEEE TDSC、IEEE TC、IEEE TPDS、IEEE TIP、 IEEE TSP 等顶级会议与期刊。连续入选 2022—2025 年“高被引学者”，已发表论文 150 余篇。现任 IEEE Transactions on Dependable and Secure Computing、IEEE Signal Processing Letters 及 International Journal of Bifurcation and Chaos 副编辑。

If you are interested in exploring potential academic collaborations or have inquiries related to my research, please feel free to contact me by email. 如对学术合作或我的研究有兴趣，欢迎通过邮件与我联系。

📣 We are hiring招生招聘

I am looking for self-motivated Ph.D. students, master's students, and research interns interested in Applied Cryptography and Trustworthy AI. Outstanding candidates with a strong background in cryptography, security, or machine learning are encouraged to email me with your CV, transcripts, and a brief statement of interest. 课题组长期招收对应用密码学、可信人工智能感兴趣、有自驱力的博士生、硕士生与科研实习生。欢迎在密码学、安全或机器学习方面有扎实基础的同学发送简历、成绩单及简要研究兴趣说明至我的邮箱。

News新闻动态

Jun 2026 A paper is accepted by IEEE TC; a paper by IEEE TSC; two papers by ECCV; a paper by IEEE TDSC. 一篇论文被 IEEE TC 录用；一篇被 IEEE TSC 录用；两篇被 ECCV 录用；一篇被 IEEE TDSC 录用。
May 2026 Two papers are accepted by ICML; a paper by IEEE TDSC. 两篇论文被 ICML 录用；一篇被 IEEE TDSC 录用。
Mar 2026 A paper is accepted by IEEE TSC. 一篇论文被 IEEE TSC 录用。
Feb 2026 A paper is accepted by IEEE TDSC; a paper by IEEE TIE. 一篇论文被 IEEE TDSC 录用；一篇被 IEEE TIE 录用。
Jan 2026 A paper is accepted by IEEE TIP; a paper by IEEE TDSC; a paper by ICLR 2026. 一篇论文被 IEEE TIP 录用；一篇被 IEEE TDSC 录用；一篇被 ICLR 2026 录用。
Dec 2025 Two papers are accepted by IEEE TDSC. 两篇论文被 IEEE TDSC 录用。
Nov 2025 A paper is accepted by IEEE TII; a paper by AAAI 2026; I am recognized as a 'Highly Cited Researcher 2025'. 一篇论文被 IEEE TII 录用；一篇被 AAAI 2026 录用；本人入选 2025 年“高被引学者”。
Oct 2025 A paper is accepted by ACM TOMM; our paper receives the ACM CCS 2025 Distinguished Paper Award. 一篇论文被 ACM TOMM 录用；我们的论文荣获 ACM CCS 2025 杰出论文奖。
Sep 2025 A paper is accepted by IEEE TDSC. 一篇论文被 IEEE TDSC 录用。
Aug 2025 A paper is accepted by ACM CCS; a paper by IEEE TMC. 一篇论文被 ACM CCS 录用；一篇被 IEEE TMC 录用。

Jul 2025 A paper is accepted by IEEE TDSC. 一篇论文被 IEEE TDSC 录用。
Jun 2025 A paper is accepted by IEEE TIFS. 一篇论文被 IEEE TIFS 录用。
May 2025 A paper is accepted by IEEE TC. 一篇论文被 IEEE TC 录用。
Apr 2025 A paper is accepted by IEEE TDSC. 一篇论文被 IEEE TDSC 录用。
Mar 2025 A paper is accepted by IEEE TSC; I am invited to serve as an Associate Editor of IEEE TDSC. 一篇论文被 IEEE TSC 录用；受邀担任 IEEE TDSC 副编辑。
Feb 2025 A paper is accepted by IEEE TIFS; a paper by IEEE TDSC; a paper by IEEE TMM. 一篇论文被 IEEE TIFS 录用；一篇被 IEEE TDSC 录用；一篇被 IEEE TMM 录用。
Jan 2025 A paper is accepted by IEEE TIP; two papers by USENIX Security 2025. 一篇论文被 IEEE TIP 录用；两篇被 USENIX Security 2025 录用。
Dec 2024 Two papers are accepted by AAAI 2025; a paper by IEEE TIFS. 两篇论文被 AAAI 2025 录用；一篇被 IEEE TIFS 录用。
Nov 2024 I am recognized as a 'Highly Cited Researcher 2024'; a paper is accepted by IEEE TSC. 本人入选 2024 年“高被引学者”；一篇论文被 IEEE TSC 录用。
Oct 2024 A paper is nominated for the Best Paper Award at ACM MM 2024. 一篇论文获 ACM MM 2024 最佳论文奖提名。
Sep 2024 A paper is accepted by IEEE TCAS-I; a paper by IEEE TCSVT; a paper by ACM TOMM. 一篇论文被 IEEE TCAS-I 录用；一篇被 IEEE TCSVT 录用；一篇被 ACM TOMM 录用。
Aug 2024 A paper is accepted by ACM CCS; a paper by IEEE TSC; two papers by IEEE TIE; a paper by IEEE TBIOM. 一篇论文被 ACM CCS 录用；一篇被 IEEE TSC 录用；两篇被 IEEE TIE 录用；一篇被 IEEE TBIOM 录用。
Jul 2024 A paper is accepted by IEEE TCAS-I; two papers by IEEE TII; two papers by ACM MM. 一篇论文被 IEEE TCAS-I 录用；两篇被 IEEE TII 录用；两篇被 ACM MM 录用。
Jun 2024 A paper is accepted by IEEE TCSVT; a paper by ACM TOMM. 一篇论文被 IEEE TCSVT 录用；一篇被 ACM TOMM 录用。
May 2024 A paper is accepted by ICML 2024; a paper by IEEE TIFS. 一篇论文被 ICML 2024 录用；一篇被 IEEE TIFS 录用。
Mar 2024 A paper is accepted by IEEE TCAS-I; a paper by IEEE TCSS; a paper by IEEE TIFS. 一篇论文被 IEEE TCAS-I 录用；一篇被 IEEE TCSS 录用；一篇被 IEEE TIFS 录用。
Feb 2024 A paper is accepted by CSF; a paper by CVPR 2024. 一篇论文被 CSF 录用；一篇被 CVPR 2024 录用。
Jan 2024 A paper is accepted by IEEE TIFS. 一篇论文被 IEEE TIFS 录用。
Dec 2023 A paper is accepted by AAAI 2024; a paper by ACM TOMM; a paper by IEEE TSC. 一篇论文被 AAAI 2024 录用；一篇被 ACM TOMM 录用；一篇被 IEEE TSC 录用。
Nov 2023 I am recognized as a 'Highly Cited Researcher 2023'. Papers are accepted by IEEE TC, IEEE TSC, and IEEE TDSC. 本人入选 2023 年“高被引学者”；论文被 IEEE TC、IEEE TSC、IEEE TDSC 录用。

Representative Publications代表性论文

Harnessing Sparsification in Federated Learning: A Secure, Efficient, and Differentially Private Realization

Shuangqing Xu, Yifeng Zheng, and Zhongyun Hua^*
Proc. of ACM Conference on Computer and Communications Security (ACM CCS), accepted, 2025
🏆 Distinguished Paper Award
An Anonymous Multi-Authority Key-Policy Attribute-Based Encryption Scheme with Expressive Keyword Search

Chenbin Zhao, Xiaocong Lin, Jing Chen, Weijing You, Jie Cui, and Zhongyun Hua
IEEE Transactions on Dependable and Secure Computing, accepted, 2026
Debiased Dual-Invariant Defense for Adversarially Robust Person Re-Identification

Yuhang Zhou, Yanxiang Zhao, Zhongyun Hua^*, Zhipu Liu, Zhaoquan Gu, Qing Liao, Leo Yu Zhang
Proc. of Thirty-Ninth AAAI Conference on Artificial Intelligence (AAAI), 2026
Deduplication-while-Storage: A New Encrypted Deduplication Storage Paradigm

Yufei Yao, Zhongyun Hua^*, Mingyang Song, Yifeng Zheng, Zhaoquan Gu, and Qing Liao
IEEE Transactions on Computers, accepted, 2026
FastPSC: A Fast and Maliciously Secure Set Computation Service for Multi-Owner Set Data

Songlei Wang, Yifeng Zheng, Zhongyun Hua, Xiaohua Jia, and Haibo Hu
IEEE Transactions on Services Computing, accepted, 2026
GCMRD: Global Consistency Multi-teacher Robustness Distillation

Yuhang Zhou, Zhongyun Hua, Rushi Lan, Qing Liao, and Wei Jiang
Proc. of The 19th European Conference on Computer Vision, accepted, 2026
Learning Tight Rejection Boundaries without Negatives for Strict One-Class Audio Deepfake Detection

Yuze Zhao, Kuiyuan Zhang, Zhongyun Hua, Yushu Zhang, Qing Liao, Wei Jiang
Proc. of Forty-third International Conference on Machine Learning, accepted, 2026
Nasty Adversarial Training: A Probability Sparsity Perspective for Robustness Enhancement

Yuhang Zhou, Zhongyun Hua^*, Zhaoquan Gu, Keke Tang, Rushi Lan, Yushu Zhang, Qing Liao, Leo Yu Zhang
Proc. of The Fourteenth International Conference on Learning Representations, accepted, 2026

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