I’m a junior student studying at Shanghai Jiao Tong University, major in Micro Electronics.
I’m an intern student at the RHOS Group at MVIG Lab, Shanghai Jiao Tong University, under the supervision of Prof. Yong-Lu Li and Prof. Cewu Lu.
My research interests mainly lie in Computer Vision and Robotics.
🔥 News
- 2024.07: 🎉🎉 Our paper on efficient dataset distillation is accepted to ECCV 2024.
- 2024.02: 🎉🎉 Our paper on video distillation is accepted to CVPR 2024.
📝 Publications
equal contribution: *
corresponding author: #
CVPR 2024
Dancing with Still Images: Video Distillation via Static-Dynamic Disentanglement
Ziyu Wang*, Yue Xu*, Cewu Lu, Yong-Lu Li#
- In this work, we provide the first systematic study of video distillation and introduce a taxonomy to categorize temporal compression.
- We introduce a novel taxonomy for temporal condensation in video distillation methods, which guides our and future works.
- We propose a novel paradigm, enabling existing image distillation techniques to achieve improved results when applied to video distillation while using an even smaller memory storage budget.
ECCV 2024
Distill Gold from Massive Ores: Efficient Dataset Distillation via Critical Samples Selection
Yue Xu, Yong-Lu Li#, Kaitong Cui, Ziyu Wang, Cewu Lu, Yu-Wing Tai, Chi-Keung Tang
- This is the very first work that systematically study the data redundancy in the dataset distillation.
- We propose multiple effective criteria for pruning, and we hope our observation, analysis and empirical results could provide deeper insight into the internal mechanism of dataset distillation and neural network training.
🎖 Honors and Awards
- 2024.07 China College IC Competition East China Division First Prize.
- 2024.06 Shanghai’s Hope Star of Tomorrow’s Technology (Only 100 groups of undergraduate, master’s, and doctoral students in Shanghai).
- 2023.10 China Optics Valley Scholarship - Optoelectronic Information Award (No more than 30 undergraduate students in SJTU).
- 2023.10 Zhiyuan Honors Scholarship (top 5%).
- 2022.10 Zhiyuan Honors Scholarship (top 5%).
📖 Educations
- 2021.09 - 2025.06 (expected), B.S. major in Micro Electronics, Shanghai Jiao Tong University
- Zhiyuan Honor Program of Engineering (an elite program for Top 5% talented students)
💻 Internships
- 2023.02 - Present, MVIG Lab, RHOS Group, China. Instructor: Yong-Lu Li.