About Me

I am a Research Assistant at the HKUST (GZ) and a fourth-year undergraduate student majoring in Software Engineering at Ocean University of China (OUC). My previous research focused on feature-level machine unlearning. My current research interests include

  • High-performance computing
  • GPU operator acceleration

我目前是一名香港科技大学(广州)的研究助理,同时也是中国海洋大学软件工程专业的大四学生。我先前的研究主要关注特征级的机器遗忘学习,现在我主要研究的方向是高性能计算以及GPU算子加速。

An academic description alone does not fully capture who I am. In my daily life, I am passionate about sports, including table tennis, swimming, and cycling. Among these, I particularly excel at table tennis, a sport I have played for over a decade.

单纯的学术描述不能展现完整的我,我时常和朋友说笑,我先是一名体育生再是一名文化生。这是说我在日常生活中非常热衷于运动,包括乒乓球、游泳和骑行,其中乒乓球因为熟练的缘故略有精通。

I am also keen on Cantopop ballads and reading. Regarding the former, my favorite singer is undoubtedly Joey Yung , and I am a member of the JY6 organization🤣🤣. As for the latter, I have a particular fondness for modern and contemporary Chinese novels, especially the works of authors such as Yu Hua, Mo Yan, and Wang Xiaobo.

我也非常喜欢听广东歌和阅读。对于前者,最喜欢的歌手当之无愧是容祖儿哈哈。为此我还特意成为JY6歌迷会广东区的一员,容粉速来和我交流。对于后者,我比较喜欢看中国近现代文学,尤其是余华、莫言还有王小波类型的作品。

I look forward to connecting with you all.

期待与你们联系。

News

  • 2025.09 One paper on Feature-level Machine Unlearning accepted by TKDE'25.
  • 2025.08 Admitted to two Msc programs at CUHK (Shenzhen).
  • 2025.05 One paper on Sample-level Machine Unlearning published by CSE'24.

Publications

FELEMN: Toward Efficient Feature-Level Machine Unlearning for Exact Privacy Protection

FELEMN: Toward Efficient Feature-Level Machine Unlearning for Exact Privacy Protection

Zhigang Wang*, Yizhen Yu* , Mingxin Li, Jian Lou , Ning Wang , Yu Gu , Shen Su, Yuan Liu, Hui Jiang , and Zhihong Tian

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025

CCF A (acceptance rate < 20%)

*Equal contribution

A Hybrid Framework for Effective and Efficient Machine Unlearning

A Hybrid Framework for Effective and Efficient Machine Unlearning

Mingxin Li, Yizhen Yu, Ning Wang, Zhigang Wang, Xiaodong Wang, Haipeng Qu, Jia Xu, Shen Su, and Zhichao Yin

Cyberspace Simulation and Evaluation, 2024

Education

B.Sc. in Software Engineering

2022.08 - Present

Ocean University of China

Internships

Research Assistant

2025.07 - Present

Triple-i, Hong Kong University of Science and Technology (Guangzhou)

Worked on high-performance computing

Research Intern

2024.09 - 2025.07

Big Data Research Group, Ocean University of China

Developed novel algorithm of Machine Unlearning.