Jungang Yang


Assistant professor
CS
Shanghai University

Email: yangjungang@shu.edu.cn
Wechat: yangjungang2012

99 Shangda Road, CS Building, Baoshan District, Shanghai

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My friends: Fangxin Liu (刘方鑫): Assistant Professor ACA Lab, SEIEE Shanghai Jiao Tong University

About me

Jungang Yang is currently an assistant professor at Shanghai University(SHU).

He obtained his Ph.D. Degree in Computer Science and Technology from Shanghai Jiao Tong University in 2024 under the supervision of Prof. Liyao Xiang. His research focuses on differential privacy, adversarial learning, and federated learning. He received the Bachelor's degree in Information and Computing Science from Nanjing University, Nanjing, China, in 2019.

Students interested in research are very welcome to contact with e-mail or Wechat!

Research

Current research interests focuses on:

  • Differential privacy (差分隐私)
  • Adversarial learning(对抗学习)
  • Federated Learning(联邦学习)

Publication [Google Citation]

  • 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

    Conference Reviewers
    • Proc. IEEE International Conference on Computer Communications (INFOCOM)
    • Transactions on Sensor Networks (TOSN)
    • IEEE Transactions on Information Forensics & Security (TIFS)
    • IEEE Transactions on Dependable and Secure Computing (TDSC)