I am an Algorithm Engineer in the Vision AI Department, Meituan. Before that, I received my M.S. degree from the School of Computer Science and Engineering, Beihang University in 2022, supervised by Prof. Xingxing Wei and Prof. Bo Li. I obtained my B.E. degree from the School of Computer Science at Xidian University in 2019, ranking first among 600 students.
My research interests are primarily on face video generation, deepfake detection, and adversarial machine learning (especially real-world physical attacks on face recognition). Recently, I work on the application of video generation in the field of portraits, including but not limited to img2video, 2D head generation, face animation, face swapping, and Sync-lip generation.
π» Experience
- 2022.03 - present, Algorithm Engineer @ Vision AI Department, Meituan.
- 2021.06 - 2021.09, Research Intern @ TAJI team, Security Department, Alibaba.
advised by Yining Lang, Dr. Yuan He, and Dr. Hui Xue. - 2020.08 - 2021.06, Project Student Leader @ Blade team, TEG, Tencent.
Rhinoceros Bird Project, the project theme is analysis of face verification security.
π₯ News
- 2024.03: Β ππ Two papers on Head Generation and Audio-Visual Segmentation are accepted to CVPR 2024.
- 2023.11: I will serve as a reviewer for CVPR 2024.
- 2023.07: Β ππ One paper on deepfake detection is accepted to ICCV 2023.
π Publications
Adversarial sticker: A stealthy attack method in the physical world
Xingxing Wei (Supervisor), Ying Guo, and Jie Yu
IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Simultaneously Optimizing Perturbations and Positions for Black-box Adversarial Patch Attacks
Xingxing Wei (Supervisor), Ying Guo, Jie Yu, Bo Zhang
IEEE Transaction on Pattern Analysis and Machine Intelligence (TPAMI), 2022
CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation
Xi liu#, Ying Guo#+, Cheng Zhen, Tong Li, Yingying Ao, Pengfei Yan
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2024
(# denotes equal contribution; + indicates leading the project)
Controllable Guide-Space for Generalizable Face Forgery Detection
Ying Guo, Cheng Zhen, Pengfei Yan
International Conference on Computer Vision (ICCV), Paris, France, 2023
πPaper
Meaningful adversarial stickers for face recognition in physical world
Ying Guo, Xingxing Wei, Guoqiu Wang, Bo Zhang
arXiv preprint. Full version accepted by TPAMI 2022
πPaper
More generalized DFD: Model matters, so does data representation
Ying Guo, Yingying Ao, Pengfei Gao
IEEE Computer Society workshop on Biometrics at CVPR, 2022
πPaper
- Won the 3-rd place in Multi-Forgery Detection Challenge held in CVPR 2022.
Black-box adversarial attacks by manipulating image attributes
Xingxing Wei (Supervisor), Ying Guo, Bo Li
Information Sciences (INS), 2020
πPaper
Improving adversarial transferability with gradient refining
Guoqiu Wang#, Huanqian Yan#, Ying Guo#, Xingxing Wei
Adversarial Machine Learning workshop on unrestricted attacks at CVPR, 2021
πPaper
- Won the 2-nd place in attack success rates in Unrestricted Adversarial Attacks Challenge held in CVPR 2021.
Cooperation Does Matter: Exploring Multi-Order Bilateral Relations for Audio-Visual Segmentation
Qi Yang, Xing Nie, Tong Li, Pengfei Gao, Ying Guo, Cheng Zhen, Pengfei Yan, Shiming Xiang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, USA, 2024
Audio-Visual Contrastive Pre-train for Face Forgery Detection
Hanqing Zhao, Wenbo Zhou, Dongdong Chen, Weiming Zhang, Ying Guo, Zhen Cheng, Pengfei Yan, Nenghai Yu
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2024
πPaper
DR-Net: Multi-View Face Synthesis by Dual Representation
Xianliang Huang, Yining Lang, Ying Guo, Yuan He, Hui Xue, Li Zhao, Shuigeng Zhou
IEEE International Conference on Multimedia and Expo (ICME), 2023
πPaper
π Honors and Awards
- China National Scholarship $\times3$, 2016, 2017, 2018.
- Beijing Outstanding Graduates, 2022.
- Shenzhen Stock Exchange Scholarship, 2021.
- First-class scholarship for Beihang graduate students, 2021.
- Three Outstanding Students of Beihang University, 2021.
- Outstanding Graduate Student of Beihang University, 2020.
- Meritorious Winners of The Interdisciplinary Contest in Modeling (ICM).
π¬ Services and Invited Talks
Reviewer for: CVPR, TMM, IJCAI, etc.
Talks: