李 銘卓 Mingzhuo Li
データセット蒸留 (Dataset Distillation) に関する研究に従事．
IEEE Student Member．
E-mail: mingzhuo[at]lmd.ist.hokudai.ac.jp
Biography
- 2025/04 ~ Present Hokkaido University, M.S. in Information Science
- 2024/10 ~ 2025/03 Hokkaido University, Research Student
- 2019/09 ~ 2024/06 Xi’an Jiaotong University, B.S. in Biomedical Engineering
Publication
International Conference
- Mingzhuo Li, Guang Li, Jiafeng Mao, Linfeng Ye, Takahiro Ogawa, Miki Haseyama, “Task-specific generative dataset distillation with difficulty-guided sampling,” IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, Honolulu, HI, USA, 2025. [arXiv] [Paper] [Code]
- Mingzhuo Li, Guang Li, Jiafeng Mao, Takahiro Ogawa, Miki Haseyama, “Diversity-driven generative dataset distillation based on diffusion model with self-adaptive memory,” IEEE International Conference on Image Processing (ICIP), Anchorage, AK, USA, pp. 415-420, 2025. [arXiv] [Paper]
Domestic Conference
- Mingzhuo Li, Guang Li, Jiafeng Mao, Takahiro Ogawa, Miki Haseyama, “Self-adaptive memory for diversity-driven dataset distillation using diffusion model,” Meeting on Image Recognition and Understanding (MIRU), pp. 1-5, Kyoto, 2025.