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, 2016

  B.Sc. in Electronics and Communications.

Work Experience

• Lecturer, Vietnam National University, Hanoi, VNU-UET, Vietnam (Nov. 2023 – present)
  • Teaching: Mathematics for Artificial Intelligence (AIT2001) and Digital Signal Processing (ELT3144)
• Postdoctoral Researcher, University of Orléans, INSA CVL, PRISME, France (Nov. 2022 – Sep. 2023)
  • Research Project: Develop data science methods for human muscular investigation using multidimensional electromyographic device.

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

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

  • Tensor Analysis: Develop fast adaptive tensor algorithms for factorizing streaming data.

  • System Identification: Investigate performance lower bounds of blind, semi-blind systems identification techniques under model misspecification.

  • Subspace Tracking: Develop fast methods for subspace tracking in high dimensions.

Research Activities

• Program Committee

  • Special session “Matrix and Tensor Decomposition: New Algorithms & Applications”, track chair, IEEE Statistical Signal Processing Workshop (SSP), 2023 Link

  • Regular session “Signal and Information Processing over Graphs and Networks”, co-chair, IEEE Statistical Signal Processing Workshop (SSP), 2023 Link

• Reviewers

  • Journals: IEEE Transactions on Signal Processing (IEEE TSP), IOP Journal of Neural Engineering (JNE), IOP Physiological Measurement, Elsevier Computer Methods and Programs in Biomedicine, and REV Journal on Electronics and Communications.

  • IEEE Conferences: ISCIT, APCCAS, ATC, IEEE SSP, and IEEE ICASSP.

• 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