Jungang Yang

About Me

Currently an assistant professor at Shanghai University. Obtained Ph.D. in Computer Science from Shanghai Jiao Tong University (2024) under Prof. Liyao Xiang. Research focuses on differential privacy, adversarial learning, and federated learning.

🔬 Undergraduate students interested in Differential Privacy or Unmanned Gaming Confrontation research are welcome to contact via email or WeChat!

Research Areas

• • Differential Privacy
• • Adversarial Learning
• • Federated Learning

Selected Publications

• 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

Reviewer for:

• • IEEE INFOCOM
• • TOSN
• • IEEE TIFS
• • IEEE TDSC