Mengnan Zhao
Liaoning Dalian, China
About Me
Mengnan, Zhao received his Ms. degree under the supervision of Prof. Bo Wang in 2021. He is pursuing his Ph.D degree under the supervision of Prof. Baocai Yin, Prof. Lihe Zhang and Dr. Yuqiu Kong. 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).
🙏 2024Lucky -> ME <- 2024Lucky 🙏 Negative examples: AAAI2024 Rej-(wa,wa,wa,wr); CVPR2024 Rej-(wa,wa,wr).
Honors
- 2024 入选**人才专项（计算机学会）
- 2024 辽宁省优秀毕业生
- 2024 博士国家奖学金
- 2024 大连理工大学优秀毕业生
- 2024 大连理工大学博士单项奖（智育）
- 2024 大连理工大学优秀研究生
- 2023 大连理工大学优秀研究生
Research Interests
- Privacy: machine unlearn,
- Adversarial: adversarial attack and adversarial trianing,
- Fairness: prediction debiasing
- Machine Learning: 3D scene understanding
- Knowledge Graph: Temporal knowledge graph reasoning
News (1st author) 🎉
TOP [C]/[J]: ICCV, ECCV, TIFS, TCSVT, PR
- [2024-07] One paper on Fast Adversarial Training is accepted by ECCV.
- [2024-01] One paper on Scene Graph Generation Attack is accepted by IEEE TIFS.
- [2023-12] One paper on Unbised Scene Graph Generation is accepted by PR.
- [2023-10] One paper on Knowledge Graph Reasoning is accepted by Applied Intelligence.
- [2023-10] One paper on Fast Adversarial Training is accepted by ICCV.
- [2023-09] One paper on Image Captioning Attack is accepted by Neurocomputing.
- [2022-07] One paper on Adversarial Attack is accepted by ICAIS.
- [2022-06] One paper on Adversarial Attack is accepted by IEEE TIFS.
- [2020-12] One paper on Adversarial Attack is accepted by IEEE TCSVT.
- [2020-08] One paper on Adversarial Attack is accepted by IEEE TCSVT.
- [2019-12] One paper on SCI is accepted by IEEE Access (Direct Accept. Before Warning).
Publications and Projects
arXiv
arXiv
arXiv
arXiv
arXiv
arXiv
arXiv
arXiv
Patents.
- A Reasonable Adv Analysis Method for Source Camera Recognition [link].
CN112381149A
Mengnan Zhao, Bo Wang - An Source Identification Method Based on Adaptive Filtering and Coupled Encoding [link].
ZL201910871685.X; CN110659679
Mengnan Zhao, Bo Wang - A Point Attack Method Based on Weighted Spectrum Generation of Adv Samples [link].
ZL201911050075.X; CN110866287B
Mengnan Zhao, Bo Wang - A Defense Method Based on Deceptive Attackers to Adv Samples [link].
ZL201911050099.5; CN110852363B
Bo Wang (Ms. Tutor), Mengnan Zhao - A Targeted Adv Poisoning Attack Method for Shared Data Protection [link]
CN113821770A
Mengnan Zhao, Bo Wang
Professional Service.
Reviewer for:
- ACM Multimedia, CCF-A [link]
- IEEE Transactions on Neural Networks and Learning Systems, SCI1-Top [link]
- IEEE Transactions on Multimedia, SCI1-Top [link]
- IEEE Transactions on Circuits and Systems for Video Technology, SCI1-Top [link]
- European Conference on Computer Vision, CV Top-conf [link]
- IEEE Transactions on Network Science and Engineering, SCI1 & SCI2 [link]
- Journal of King Saud University-Computer and Information Sciences SCI2 [link]
- International Journal of Machine Learning and Cybernetics, SCI3 [link].
Internships.
- Institute of Automation, Chinese Academy of Sciences. w. Prof. Wei Wang.
Peer Review.
- EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation [link].
to IEEE Transactions on Neural Networks and Learning Systems
Mengnan Zhao, Lihe Zhang, Yuqiu Kong, & Baocai Yin. (2024). - Separable Multi-Concept Erasure from Diffusion Models [link].
to International Conference on Machine Learning
Mengnan Zhao, Lihe Zhang, Tianhang Zheng, Yuqiu Kong, & Baocai Yin. (2024).