Youmin Xu

Ph.D Student in PKU ‪Google Scholar‬

Advised by:

Prof. ‪Jian Zhang (张健）‬ - ‪Google Scholar‬

Research interest:

Generative Model, Image Compression, Inverse Problems，FPV UAVs

Education　

• 2016–2020, Beijing University of Post and Telecommunication (BUPT), BEng
  • Information Engineering
• 2020–2023 (For now), Peking University (PKU), MS Student
  • Computer Science
• 2022–2025, Peking University (PKU), Ph.D Student
  • Computer Science

Selected Honors

• The National Scholarship @BUPT　　　2018
• The JJWorld Scholarship @BUPT 2016
• The Changfei Scholarship @BUPT 2019
• Outstanding undergraduate graduate of Beijing 2020
• Pingan Scholarship @ PKU　　　　　 2021

Selected Awards

• The National Scholarship @BUPT　　　2018
• The JJWorld Scholarship @BUPT 2016
• December 2017, the first prize of National Physics Competition for College Students;
• May 2017, the third prize of The National English Competition for College Students (NECCS)
• November 2018, the second prize of National Mathematics Competition for College Students; May 2018, The Meritorious Winner of Mathematical Contest in Modeling (MCM) & The Interdisciplinary Contest in Modeling (ICM)

Preprints and Publications

• Youmin Xu (许佑民), Xuanyu Zhang (张轩宇), Chong Mou (牟冲),, Jian Zhang (张健) (2024 pending). HIS: Diffusion-Based Hierarchical Image Steganography. ACM MultiMedia (MM).

• Youmin Xu (许佑民), Xuanyu Zhang (张轩宇), Jian Zhang (张健) (2024 pending). Robust Image Immunization for Tamper Localization and Self-Recovery. European Conference on Computer Vision (ECCV).

• Youmin Xu (许佑民), Chong Mou (牟冲),, Jian Zhang (张健) (2024 pending). Robust and Lossless Image Steganography. European Conference on Computer Vision (ECCV).

• Xuanyu Zhang (张轩宇), Runyi Li (李润一), Jiwen Yu (余济闻), Youmin Xu (许佑民), Weiqi Li (李玮琦), Jian Zhang (张健) (2024). Editguard: Versatile image watermarking for tamper localization and copyright protection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

• Jiwen Yu (余济闻), Zhang Xuanyu (张轩宇), Youmin Xu (许佑民), Jian Zhang (张健) (2023). CRoSS: Diffusion model makes controllable, robust and secure image steganography. Advances in Neural Information Processing Systems (NeuIPS).

• Chong Mou (牟冲), Youmin Xu (许佑民), Jiechong Song (宋皆充), Chen Zhao (赵琛), Bernard Ghanem, Jian Zhang (张健) (2023). Large-capacity and flexible video steganography via invertible neural network. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

• Youmin Xu (许佑民), Chong Mou (牟冲), Yujie Hu (胡妤婕), Jingfen Xie (谢静芬), Jian Zhang (张健) (2022). Robust Invertible Image Steganography. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

• Youmin Xu (许佑民), Jian Zhang (张健) (2021). Expressive and Compressive GAN Inversion Network. IEEE International Conference on Image Processing (ICIP).

• Youmin Xu (许佑民), Jian Zhang (张健) (2021). Invertible Resampling-Based Layered Image Compression. Data Compression Conference (DCC).

Internship

• RabbitPre AIGC LAB - Algorithm Researcher of AIGC security and copyright Protection (2023.04 - 2024.03)
• Tencent TEG AI-LAB - Algorithm Researcher of 3D portrait video generation by GAN & Diffusion (2022.04 - 2023.04)
• Pengcheng Laboratory - Research Engineer of content-aware semantic codec for ultra HD video (2021.04 - 2022.03)