Cong Lei Ph.D. Student Sydney AI Centre School of Computer Science The University of Sydney Address: J12/ 1 Cleveland St, Darlington, NSW 2008, Australia Email: Iam.Cong.Lei AT gmail DOT com

Biography

I am a third-year Ph.D. student at the School of Computer Science, The University of Sydney (USYD). I received the master's degree from School of Computer Science and Information Engineering, Guangxi Normal University (GNU) in 2018. My research mainly focuses on Machine Learning, Quantum Machine Learning as well as Causal Inference.

Education Background

• Ph.D. student, 2021.10 - 2025.04 (expected)
  The University of Sydney, Australia, advised by Prof. Tongliang Liu

• M.Eng., 2015.09 - 2018.06
  Guangxi Normal University, Guilin, China, advised by Prof. Shichao Zhang

• B.Eng., 2009.09 - 2013.06
  Wuchang Institute of Technology, Wuhan, China

Publications

• Neural Auto-designer for Enhanced Quantum Kernels
  C. Lei, Y. Du, , P. Mi, J. Yu, T. Liu* (* Corresponding Author)
  ICLR 2024
  

• Adaptive reverse graph learning for robust subspace learning
  C. Yuan, Z. Zhong, C. Lei, X. Zhu, R. Hu
  Information Processing & Management, 58(6): 102733, 2021.
  

• One-step Multi-view Spectral Clustering
  X. Zhu, S. Zhang, R. Hu, W. He, C. Lei, P. Zhu
  IEEE T-KDE, 31(10): 2022-2034, 2019.
  

• Low-rank hypergraph feature selection for multi-output regression
  X. Zhu, R. Hu, C. Lei, KH. Thung, W. Zheng, C. Wang
  World Wide Web, 22(2): 517-531, 2019
  

• Robust Graph Dimensionality Reduction
  X. Zhu, C. Lei, H. Yu, Y. Li, J. Gan, S. Zhang
  IJCAI 2018
  

• Unsupervised Feature Selection via Local Structure Learning and Sparse Learning
  C. Lei, X. Zhu
  MTAP, 77(22): 29605-29622, 2018
  

• Unsupervised feature selection by combining subspace learning with feature self-representation
  Y. Li, C. Lei*, Y. Fang, R. Hu, Y. Li, S. Zhang* (* Corresponding Author)
  PRL, 109: 35-43, 2018
  

Honors and Awards

• CSC Scholarship, 2019.

• National Scholarship, 2017.

Academic Service

• Journal Reviewer: TNNLS, KBS, IPM, MTAP, etc.

© Cong Lei | Last update: Nov. 2022