My name is Jiangrui Kang (康江睿 in Chinese), and I am currently a PhD student in Applied Mathematics at Illinois Institute of Technology.

My research interests include

  • Statistical Learning Theory
  • Sampling Methods

Feel free to contact me if your research lies within these or related areas!

News

  • 2024.09: One paper on semi-supervised learning has been accepted by NeurIPS 2024.
  • 2024.05: One paper on representative points has been accepted by Mathematics. This is my first publication.

Publications

  • Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
    Qian Shao, Jiangrui Kang, Qiyuan Chen, Zepeng Li, Hongxia Xu, Yiwen Cao, Jiajuan Liang, Jian Wu.
    Advances in Neural Information Processing Systems 37 (NeurIPS 2024).
    Paper | OpenReview | Code

  • Testing Multivariate Normality Based on Beta-Representative Points
    Yiwen Cao, Jiajuan Liang, Longhao Xu, Jiangrui Kang.
    Mathematics 12(11), 1711, 2024.
    Paper | DOI

Honors and Awards

  • To be updated.

Educations

  • 2024.08 - now, Illinois Institute of Technology, Ph.D. student in Applied Mathematics, Supervisor: Fred Hickernell.
  • 2022.09 - 2024.06, Beijing Normal University-Hong Kong Baptist University United International College, Master of Philosophy in Probability and Mathematical Statistics, Supervisor: Jiajuan Liang.
  • 2018.09 - 2022.06, Central China Normal University, Bachelor of Science in Statistics.

Invited Talks

  • 2024.10, Representative and Diverse Subdata Selection for Semi-supervised Learning and Beyond, Computational Mathematics and Statistics Seminar, Illinois Institute of Technology. Event

Internships

  • To be updated.