Adversarial Learning · Privacy · Vision
I work on adversarial learning, machine unlearning, data protection, and fairness, with publications across top computer vision and information security venues.
15 1st-author PapersDuring Master & Ph.D.
5 PatentsDuring Master & Ph.D.
CVPR / ICCV / ECCVTop conference track
TIFS / 中国科学 等Top journal track
About Me
Mengnan, Zhao received his Ms. degree under the supervision of Prof. Bo Wang in 2021, and his Ph.D degree under the supervision of Prof. Baocai Yin, Prof. Lihe Zhang and Dr. Yuqiu Kong in 2025. He is also a visiting Ph.D. of Learning and Vision (LV) Lab at the National University of Singapore under the supervision of Prof. Xinchao Wang.
👋 Feel free to contact Mengnan by Email or WeChat(15822843520).
Two Lines I Like
Work
- Currently, 五类人才引进（副高待遇） at Anhui University.
- 2025.07-2025.09, Assist. Prof. at South China University of Technology, Resigned.
- 2024.10-2025.04, CSC visiting scholar at NUS.
- 2021.02-2021.06, Internships in Institute of Automation, Chinese Academy of Sciences. w. Prof. Wei Wang.
News (1st author)
TOP C/J
CVPR
ICCV
ECCV
TIFS*2
中国科学-信息科学*2
TCSVT*2
One project is supported by NSFC 青年基金C类.
One paper on Machine Unlearn is accepted by 中国科学-信息科学.
One paper on Adversarial Training is accepted by CVPR.
One paper on Machine Unlearn is accepted by 中国科学-信息科学.
One paper on 3D Instance Segmentation is accepted by ESWA.
Obtained my Ph.D degree from DUT.
One paper on Fast Adversarial Training is accepted by ECCV.
One paper on Scene Graph Generation Attack is accepted by IEEE TIFS.
One paper on Unbiased Scene Graph Generation is accepted by PR.
One paper on Knowledge Graph Reasoning is accepted by Applied Intelligence.
One paper on Fast Adversarial Training is accepted by ICCV.
One paper on Image Captioning Attack is accepted by Neurocomputing.
One paper on Adversarial Attack is accepted by ICAIS.
One paper on Adversarial Attack is accepted by IEEE TIFS.
One patent on Shared Data Protection is published as CN113821770A.
Obtained my Ms. degree from DUT.
One patent on Source Camera Recognition is published as CN112381149A.
One paper on Adversarial Attack is accepted by IEEE TCSVT.
One paper on Adversarial Attack is accepted by IEEE TCSVT.
One patent on Source Identification is published as CN110659679.
One patent on Adversarial Sample Generation is published as CN110866287B.
One patent on Adversarial Sample Defense is published as CN110852363B.
One paper on SCI is accepted by IEEE Access (direct accept, before warning).
Research Interests
Professional Service.（Selected）
CVPRIEEE/CVF Conference on Computer Vision and Pattern Recognition
ConferenceCCF A
ICCVInternational Conference on Computer Vision
ConferenceCCF A
ECCVEuropean Conference on Computer Vision
ConferenceCCF B
ICMLInternational Conference on Machine Learning
ConferenceCCF A
NeurIPSNeural Information Processing Systems
ConferenceCCF A
BMVCBritish Machine Vision Conference
ConferenceCCF C
ACM MMACM Multimedia
ConferenceCCF A
AAAIAAAI Conference on Artificial Intelligence
ConferenceCCF A
TIFSIEEE Transactions on Information Forensics and Security
JournalCCF ASCI I
TCSVTIEEE Transactions on Circuits and Systems for Video Technology
JournalCCF BSCI I
TMMIEEE Transactions on Multimedia
JournalCCF BSCI I
TNNLSIEEE Transactions on Neural Networks and Learning Systems
JournalCCF BSCI I
TNSEIEEE Transactions on Network Science and Engineering
JournalSCI I
ESWAExpert Systems with Applications
JournalSCI I
EAAIEngineering Applications of Artificial Intelligence
JournalSCI I
Teaching
Honors
- Member of the China Graphics Society’s Technical Committee on Animation and Graphics Engineering
- Member of the CSIG Technical Committee on Forensics and Security
- Member of IEEE, CCF, CSIG
- Senior Member of the China Graphics Society
- 2024 China Association for Science and Technology Youth Talent PhD Program (Computer Society)
- 2025 Outstanding Graduate of Liaoning Province
- 2025 National PhD Scholarship (China)
- 2025 Outstanding Graduate of Dalian University of Technology
- 2024 Dalian University of Technology PhD Individual Award (Academic Excellence)
- 2024 Excellent Postgraduate Student of Dalian University of Technology
- 2023 Excellent Postgraduate Student of Dalian University of Technology