Jungang Yang 杨军港
Assistant Professor
助理教授 / 硕士生导师
Computer Science
计算机工程与科学学院
Shanghai University
上海大学
🏢 99 Shangda Road, CS Building, Baoshan District, Shanghai 上海市宝山区上大路99号 计算机楼
About Me 个人简介
Currently an assistant professor at Shanghai University. Obtained Ph.D. in Computer Science from Shanghai Jiao Tong University (2024) under Prof. Liyao Xiang (向立瑶). Obtained M.S. in Mathematics from Nanjing University of Science and Technology (2019). Research focuses on differential privacy, adversarial learning, and federated learning.
🔬 Undergraduate students interested in AI security, data security, differential privacy, adversarial learning, and federated learning research are welcome to contact via email or WeChat! If you are interested in doing a project or a thesis, please contact me first.
(Note: Quota for 2025/2026 Master students is full)
上海大学计算机工程与科学学院助理教授。2024年于上海交通大学获得计算机科学博士学位，师从向立瑶教授，2019 年本科毕业于南京大学数学系。主要研究方向包括数据安全、差分隐私、对抗学习和联邦学习。
🔬 欢迎对人工智能安全、数据隐私保护、差分隐私研究感兴趣的本科生通过邮件或微信联系！推荐考研或者保研的同学需要做毕业设计的提前联系，灵活定制毕设课题。
（注：目前 25、26 级硕士已招完）
Research Areas 研究方向
- • Data Security • 数据安全 (Data Security)
- • Differential Privacy • 差分隐私 (Differential Privacy)
- • Adversarial Learning • 对抗学习 (Adversarial Learning)
- • Federated Learning • 联邦学习 (Federated Learning)
Selected Publications 代表性论文
- Xiaoguang Li; Hanyi Wang; Yaowei Huang; Jungang Yang; Qingqing Ye; Haonan Yan; Ke Pan; Zhe Sun; Hui Li; "Robust Single-message Shuffle Differential Privacy Protocol for Accurate Distribution Estimation," in IEEE International Conference on Data Engineering (ICDE) (CCF-A) 2026
- Jungang Yang; Liyao Xiang; Pengzhi Chu; Xinbing Wang; Chenghu Zhou; "Certified Distributional Robustness on Smoothed Classifiers," in IEEE Transactions on Dependable and Secure Computing (TDSC), Digital Object Identifier: 10.1109/TDSC.2023.3264850, 2023. (CCF-A) [Link]
- Jungang Yang; Liyao Xiang; Ruidong Chen; Weiting Li; Baochun Li; "Differential Privacy for Tensor-Valued Queries," in IEEE Transactions on Information Forensics & Security (TIFS), Digital Object Identifier: 10.1109/TIFS.2021.3089884, 2021. (CCF-A) [Link]
- Jungang Yang; Liyao Xiang; Jiahao Yu; Xinbing Wang; Bin Guo; Zhetao Li; Baochun Li; "Matrix Gaussian Mechanisms for Differentially-Private Learning," in IEEE Transactions on Mobile Computing (TMC), Digital Object Identifier: 10.1109/TMC.2021.3093316, 2021. (CCF-A) [Link]
- Liyao Xiang*; Weiting Li; Jungang Yang; Xinbing Wang; Baochun Li; "Differentially-Private Deep Learning with Directional Noise," in IEEE Transactions on Mobile Computing (TMC), 2021. (CCF-A) [Link]
Academic Activities 学术活动
Reviewer for: 担任以下期刊/会议审稿人：
- • IEEE INFOCOM
- • TOSN
- • IEEE TIFS
- • IEEE TDSC
My Friends 友情链接
Fangxin Liu (刘方鑫):
Assistant Professor, ACA Lab, SEIEE, Shanghai Jiao Tong University
上海交通大学 电子信息与电气工程学院 ACA实验室 助理教授