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Dawei Zhou
Assistant Professor, Faculty of Data Science, City University of Macau
Joined
September 2020
Names
Dawei Zhou
(Preferred)
,
Zhou Dawei
Emails
****@gmail.com
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@cityu.edu.mo
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Assistant Professor
Faculty of Data Science,
City University of Macau
(cityu.edu.mo)
2025
–
Present
PhD student
Telecommunications Engineering,
Xidian University
(xidian.edu.cn)
2022
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Nannan Wang
2019
–
Present
Expertise
AI for healthcare
2024
–
Present
Adversarial deep learning
2020
–
Present
Trustworthy machine learning
2020
–
Present
Cross-domain image synthesis
2019
–
Present
Publications
Strength-Adaptive Adversarial Training
Chaojian Yu
,
Dawei Zhou
,
Li Shen
,
Jun Yu
,
Bo Han
,
Mingming Gong
,
Nannan Wang
,
Tongliang Liu
Published: 01 Feb 2023, Last Modified: 13 Feb 2023
Submitted to ICLR 2023
Readers:
Everyone
Towards Defending against Adversarial Examples via Attack-Invariant Features
Dawei Zhou
,
Tongliang Liu
,
Bo Han
,
Nannan Wang
,
Chunlei Peng
,
Xinbo Gao
11 Apr 2022
OpenReview Archive Direct Upload
Readers:
Everyone
Modeling Adversarial Noise for Adversarial Training
Dawei Zhou
,
Nannan Wang
,
Bo Han
,
Tongliang Liu
2022 (modified: 15 Nov 2022)
ICML 2022
Readers:
Everyone
Strength-Adaptive Adversarial Training
Chaojian Yu
,
Dawei Zhou
,
Li Shen
,
Jun Yu
,
Bo Han
,
Mingming Gong
,
Nannan Wang
,
Tongliang Liu
2022 (modified: 15 Nov 2022)
CoRR 2022
Readers:
Everyone
Towards Multi-Domain Face Synthesis Via Domain-Invariant Representations and Multi-Level Feature Parts
Dawei Zhou
,
Nannan Wang
,
Chunlei Peng
,
Yi Yu
,
Xi Yang
,
Xinbo Gao
2022 (modified: 15 Nov 2022)
IEEE Trans. Multim. 2022
Readers:
Everyone
Improving Adversarial Robustness via Mutual Information Estimation
Dawei Zhou
,
Nannan Wang
,
Xinbo Gao
,
Bo Han
,
Xiaoyu Wang
,
Yibing Zhan
,
Tongliang Liu
2022 (modified: 15 Nov 2022)
ICML 2022
Readers:
Everyone
Modeling Adversarial Noise for Adversarial Defense
Dawei Zhou
,
Nannan Wang
,
Bo Han
,
Tongliang Liu
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Submitted
Readers:
Everyone
Improving White-box Robustness of Pre-processing Defenses via Joint Adversarial Training
Dawei Zhou
,
Nannan Wang
,
Xinbo Gao
,
Bo Han
,
Jun Yu
,
Xiaoyu Wang
,
Tongliang Liu
2021 (modified: 15 Nov 2022)
CoRR 2021
Readers:
Everyone
Removing Adversarial Noise in Class Activation Feature Space
Dawei Zhou
,
Nannan Wang
,
Chunlei Peng
,
Xinbo Gao
,
Xiaoyu Wang
,
Jun Yu
,
Tongliang Liu
2021 (modified: 15 Nov 2022)
ICCV 2021
Readers:
Everyone
Towards Defending against Adversarial Examples via Attack-Invariant Features
Dawei Zhou
,
Tongliang Liu
,
Bo Han
,
Nannan Wang
,
Chunlei Peng
,
Xinbo Gao
2021 (modified: 15 Sept 2021)
ICML 2021
Readers:
Everyone
View all 11 publications
Co-Authors
Bo Han
Chaojian Yu
Chunlei Peng
Jun Yu
Li Shen
Mingming Gong
Nannan Wang
Tongliang Liu
Xi Yang
Xiaoyu Wang
Xinbo Gao
Yi Yu
Yibing Zhan