Jungang Yang


PhD Student
IIOT Lab, SEIEE
Shanghai Jiao Tong University

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

800 DongChuan Road, SEIEE Building, Minhang District, Shanghai

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

About me

Jungang Yang is currently pursuing the Ph.D. degree in computer science, Shanghai Jiao Tong University(SJTU), under the supervision of Prof. Liyao Xiang. You can find more information about Prof. Xiang here. specializing in 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.


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)


    Thanks to Vasilios Mavroudis for the template!