Thanh Trung Le (Lê Trung Thành)

Lecturer, Vietnam National University Hanoi, VNU-UET
Hanoi, Vietnam

About Me

I am currently a university lecturer (equiv. assistant professor) at the VNU University of Engineering and Technology, Vietnam National University Hanoi (VNU-UET). I obtained my B.Sc. and M.Sc. degrees in Electronics and Communications from VNU-UET in 2016 and 2018, respectively. In 2022, I obtained my Ph.D. degree in Computer Science from the University of Orléans, INSA CVL, PRISME, France. Following my Ph.D., I continued my research as a postdoctoral researcher at the University of Orléans from 2022 to 2023.

Research Interests

Applied mathematics, signal processing, optimization, data science, and their applications:

• Matrix/tensor decomposition and analysis
• Low-rank approximation, estimation and tracking
• Online and adaptive optimization methods
• System identification
• Biomedical data processing

Recent Publications:

Tensor Decomposition Meets Blind Source Separation L.T. Thanh, K. Abed-Meraim, P. Ravier, O Buttelli & A. Hobolar Signal Process., 2024 Elsevier PDF Github Scholar

OPIT: A Simple but Effective Method for Sparse Subspace Tracking in High-dimension and Low-sample-size Context L.T. Thanh, K. Abed-Meraim, N. L. Trung, & A. Hafiane IEEE Trans. Signal Process., 2024 IEEE PDF Supplementary Github Scholar

A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations L.T. Thanh, K. Abed-Meraim, N. L. Trung, & A. Hafiane Signal Process., 2024 Elsevier PDF Github Scholar

Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors L.T. Thanh, K. Abed-Meraim, N. L. Trung, & A. Hafiane Cell Patterns, 2023 Elsevier Cell PDF Github Scholar

Contact

• Thanh Trung Le
  Signals and Systems Laboratory
  VNU University of Engineering and Technology
  Vietnam National University, Hanoi
  144 Xuan Thuy, Cau Giay, Hanoi, Vietnam
• Email: thanhletrung@vnu.edu.vn