Wei-Xuan Bao @ PALM, SEU

Biography

Currently I am a Ph.D. student under the supervision of Prof. Min-Ling Zhang in School of Computer Science and Engineering, Southeast University and a member of PALM group. I received my M.Sc. degree from Southeast University in June 2023 and B.Eng. degree from School of Computer Science and Artificial Intelligence, Wuhan University of Technology in June 2020.

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".

[Google Scholar Profile]       [DBLP Profile]

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, Y. Rui, M.-L. Zhang. Disentangled partial label learning. In: Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI'24), Vancouver, Canada, 2024, in press. [paper] [appendix] [code]
• W.-X. Bao, J.-Y. Hang, M.-L. Zhang. Submodular feature selection for partial label learning. In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'22), Washington D. C., 2022, 36-34. [paper] [code]
• 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, 2021, 46-54. [paper] [code]

Awards & Honors

• Doctoral Freshman Scholarship, Southeast University, 2023.
• Outstanding Graduates of Jiangsu Province, 2023.
• National Scholarship for Graduate Students, Southeast University, 2022.
• Outstanding Graduates 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.