Wei-Xuan Bao @ PALM, SEU


M.Sc. Student

PAttern Learning and Mining (PALM) Lab
School of Computer Science and Engineering
Southeast University, China

Supervisor: Prof. Min-Ling Zhang

Email: baowx {at} seu {dot} edu {dot} cn

Biography

Currently I am a second-year master student of School of Computer Science and Engineering in Southeast University and a member of PALM group. I received my B.Eng. degree from School of Computer Science and Artificial Intelligence in Wuhan University of Technology in June 2020. In September 2020, I was admitted to study for a master degree under the supervision of Prof. Min-Ling Zhang in Southeast University without entrance examination.

My research interests mainly include machine learning and data mining. Currently I am particularly interested in weakly-supervised learning, i.e., how to enable machines to deal with "ambiguity".

Publication

Journal Article

  • M.-L. Zhang, J.-H. Wu, W.-X. Bao. Disambiguation enabled linear discriminant analysis for partial label dimensionality reduction. ACM Transactions on Knowledge Discovery from Data, 2022, 16(4): 1-18. [paper] [code]

Conference Paper

  • W.-X. Bao, J.-Y. Hang, M.-L. Zhang. Partial label dimensionality reduction via confidence-based dependence maximization. In: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'21), Virtual Event, Singapore, 46-54. [paper] [code]

Awards & Honors

  • First Prize, Academic Scholarship of Southeast University, 2021.
  • Outstanding Graduate of Wuhan University of Technology, 2020.
  • National Scholarship for Undergraduate Students, Wuhan University of Technology, 2019.

Teaching Assistant

  • Pattern Recognition (For undergraduate students, fall, 2020)

Correspondence

Email: baowx {at} seu {dot} edu {dot} cn
Laboratory: 407, Building of Computer Science and Engineering, Jiulonghu Campus of Southeast University.