Shaowei Wang

Associate Professor, Guangzhou University

Joined

March 2022

Names

Shaowei Wang (Preferred)

Emails

****@qq.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Associate Professor

Guangzhou University (gzhu.edu.cn)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Liusheng Huang

2013 – 2019

Expertise

federated learning

2019 – Present

data privacy

2015 – Present

differential privacy

2015 – Present

Publications

Understanding Private Learning From Feature Perspective
Meng Ding, Mingxi Lei, Shaopeng Fu, Shaowei Wang, Di Wang, Jinhui Xu
- Submitted to ICLR 2026
- Readers: Everyone
Leaving No OOD Instance Behind: Instance-Level OOD Fine-Tuning for Anomaly Segmentation
YUXUAN ZHANG, Zhenbo Shi, Han ye, Shuchang Wang, Zhidong Yu, Shaowei Wang, Wei Yang
- NeurIPS 2025 poster
- Readers: Everyone
VAE-Based Membership Cleanser Against Membership Inference Attacks
Li Hu, Hongyang Yan, Yun Peng, Haibo Hu, Shaowei Wang, Jin Li
- IEEE Trans. Dependable Secur. Comput. 2025
- Readers: Everyone
LBDT: A Lightweight Blockchain-Based Data Trading Scheme in Internet of Vehicles Using Proof-of-Reputation
Weilin Chen, Wei Yang, Mingjun Xiao, Lide Xue, Shaowei Wang
- IEEE Trans. Mob. Comput. 2025
- Readers: Everyone
Nearly Optimal Differentially Private ReLU Regression
Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu
- CoRR 2025
- Readers: Everyone
Differentially Private Numerical Vector Analyses in the Local and Shuffle Model
Shaowei Wang, Shiyu Yu, Xiaojun Ren, Jin Li, Yuntong Li, Wei Yang, Hongyang Yan
- IEEE Trans. Dependable Secur. Comput. 2025
- Readers: Everyone
Contextual Bandits for Unbounded Context Distributions
Puning Zhao, Rongfei Fan, Shaowei Wang, Li Shen, Qixin Zhang, ZongKe, Tianhang Zheng
- ICML 2025 poster
- Readers: Everyone
Nearly Optimal Differentially Private ReLU Regression
Meng Ding, Mingxi Lei, Shaowei Wang, Tianhang Zheng, Di Wang, Jinhui Xu
- UAI 2025 Poster
- Readers: Everyone
RP-PGD: Boosting Segmentation Robustness with a Region-and-Prototype Based Adversarial Attack
Yuxuan Zhang, Zhenbo Shi, Shuchang Wang, Wei Yang, Shaowei Wang, Yinxing Xue
- AAAI 2025
- Readers: Everyone
Locally Private Set-Valued Data Analyses: Distribution and Heavy Hitters Estimation
Shaowei Wang, Yuntong Li, Yusen Zhong, Kongyang Chen, Xianmin Wang, Zhili Zhou, Fei Peng, Yuqiu Qian, Jiachun Du, Wei Yang
- IEEE Trans. Mob. Comput. 2024
- Readers: Everyone

View all 60 publications

Co-Authors

View all 121 co-authors