Jungang Yang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Classifier Combination

Differential Privacy

Nonparametric Regression

Knowledge Discovery

Top Venues

IEEE Trans. Mob. Comput.

IEEE Trans. Inf. Forensics Secur.

IEEE Trans. Dependable Secur. Comput.

Publications

Jungang Yang, Zhe Ji, Liyao Xiang
Weights Shuffling for Improving DPSGD in Transformer-based Models. CoRR (2024)
Jungang Yang, Liyao Xiang, Pengzhi Chu, Xinbing Wang, Chenghu Zhou
Certified Distributional Robustness on Smoothed Classifiers. IEEE Trans. Dependable Secur. Comput. 21 (2) (2024)
Xinbing Wang, Luoyi Fu, Xiaoying Gan, Ying Wen, Guanjie Zheng, Jiaxin Ding, Liyao Xiang, Nanyang Ye, Meng Jin, Shiyu Liang, Bin Lu, Haiwen Wang, Yi Xu, Cheng Deng, Shao Zhang, Huquan Kang, Xingli Wang, Qi Li, Zhixin Guo, Jiexing Qi, Pan Liu, Yuyang Ren, Lyuwen Wu, Jungang Yang, Jianping Zhou, Chenghu Zhou
AceMap: Knowledge Discovery through Academic Graph. CoRR (2024)
Jungang Yang, Liyao Xiang, Jiahao Yu, Xinbing Wang, Bin Guo, Zhetao Li, Baochun Li
Matrix Gaussian Mechanisms for Differentially-Private Learning. IEEE Trans. Mob. Comput. 22 (2) (2023)
Liyao Xiang, Weiting Li, Jungang Yang, Xinbing Wang, Baochun Li
Differentially-Private Deep Learning With Directional Noise. IEEE Trans. Mob. Comput. 22 (5) (2023)
Jungang Yang, Liyao Xiang, Ruidong Chen, Weiting Li, Baochun Li
Differential Privacy for Tensor-Valued Queries. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Jungang Yang, Liyao Xiang, Weiting Li, Wei Liu, Xinbing Wang
Improved Matrix Gaussian Mechanism for Differential Privacy. CoRR (2021)
Jungang Yang, Liyao Xiang, Ruidong Chen, Yukun Wang, Wei Wang, Xinbing Wang
A Distributional Robustness Certificate by Randomized Smoothing. CoRR (2020)