Curriculum Vitae

📊 Education

• University of Orléans, INSA CVL, PRISME, France, 2022

  Ph.D. in Computer Science and Signal Processing.

• Vietnam National University, Hanoi, VNU-UET , Vietnam, 2018

  B.Sc. & M.Sc. in Electronics and Communications.

💼 Work Experience

• Lecturer and Researcher, Vietnam National University, Hanoi, VNU-UET, Vietnam (2023 – present)
  • Undergraduate cources at Faculty of Electronics and Telecummincations (FET) and Institute for Artificial Intelligence (IAI):
    • Digital Signal Processing (ELT3144): Spring 2024, Summer 2024, Fall 2024, Spring 2025
    • Signals and Systems (ELT 2035): Spring 2025
    • Probability and Statistics (MAT1101): Summer 2024, Fall 2024, Spring 2025
    • Mathematics for Artificial Intelligence (AIT2001): Spring 2024, Fall 2024
  • Research interests: Optimization, signal processing, data science, and their applications, see Link.
    • Online and adaptive optimization methods
    • Matrix/subspace estimation and tracking
    • Tensor decomposition and tracking
    • System identification
    • Biomedical signal processing

• Postdoctoral Researcher, University of Orléans, INSA CVL, PRISME, France (2022 – 2023)

  • Research Project: Develop data science methods for human muscular investigation using multidimensional electromyographic device.

  • Results: Two new tensor-based blind source separation algorithms capable of extracting the underlying sources from EMG signals. See publications ICASSP 2024, ICASSP 2024, and SP 2024.

• Ph.D. Candidate, University of Orléans, INSA CVL, PRISME, France (2019 – 2022)

  • Supervised by Prof. Karim Abed-Meraim (IEEE Fellow) and Prof. Adel Hafiane.

  • Tensor Analysis: Develop fast adaptive tensor algorithms for factorizing streaming data. See publications IEEE TSP 2022, Patterns 2023, SP 2024.

  • System Identification: Investigate performance lower bounds of blind, semi-blind systems identification techniques under model misspecification. See publications EUSIPCO 2021, IEEE TSP 2021, ACSSC 2021.

  • Subspace Tracking: Develop fast methods for subspace tracking in high dimensions. See publications IEEE TSP 2021, ICASSP 2023, IEEE TSP 2024.

📊 Research Activities

• Program Committee

  • Program Committee, International Conference on Multimedia Analysis and Pattern Recognition (MAPR), 14-15 August 2025, Vietnam Link

  • Track chair for special session “Matrix and Tensor Decomposition: New Algorithms & Applications”, IEEE Statistical Signal Processing Workshop (SSP 2023), 2-5 July 2023, Hanoi, Vietnam Link

  • Co-chair for regular session “Signal and Information Processing over Graphs and Networks”, IEEE Statistical Signal Processing Workshop (SSP 2023), 2-5 July 2023, Hanoi, Vietnam Link

• Reviewers

  • Journals:
    • IEEE Transactions on Signal Processing
    • Signal Processing
    • Digital Signal Processing
    • Signal, Image, and Video Processing
    • Machine Learning (Springer)
    • Journal of Super Computing
    • Journal of Neural Engineering
    • Physiological Measurement
    • REV Journal on Electronics and Communications
  • Conferences:
    • IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
    • IEEE Statistical Signal Processing Workshop (SSP)
    • IEEE Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
    • IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)
    • IEEE International Symposium on Communications and Information Technologies (ISCIT)
    • IEEE International Conference on Advanced Technologies for Communications (ATC)

• Invited Talks and Presentations

  • “Tensor Methods: Concepts, Algorithms & Applications”. In International Summer School “Multidimensional Bioelectric Processing: From Decomposition to Complexity”, organized by ATHENA European University, 2023 Link

  • “Tracking Dynamic Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors”. In the meeting “Statistical Learning with Missing Values”, organized by GdR ISIS-CNRS, 2021 Link

  • “Adaptive Algorithms for Tensor Tracking”. Advanced Institute of Engineering and Technology, VNU-UET, 2021 Link

  • “Robust Subspace Tracking (Robust PCA) for Missing Data with Outliers”. Advanced Institute of Engineering and Technology, VNU-UET, 2018 Link

🏆 Selected Awards

• VNU Outstanding Scientist Awards of Vietnam National University Hanoi (VNU) for years: 2021, 2023, 2024.
• Best Paper Award at IEEE NICS 2018.
• Outstanding Graduate Awards for undergraduate (class of 2012) and graduate students (class of 2016), VNU-UET.
• Best Undergraduate Thesis Award, VNU-UET, 2016.
• 3rd place at the 18th National Physics Olympiad in Vietnam (VPhO) & 2nd place at the Provincial Excellent Student Contest in Physics, 2012.