AVITECH Research Group
avitech@vnu.edu.vn
Signal processing theory and methods.
Signal processing, information processing and machine learning techniques for communications and networking.
Signal processing, information processing, and machine learning techniques for diagnosis and treatment. .
TriNet: A Novel and Memory-Efficient Tensor Network for Higher-order Tensor Decomposition Tensor decompositions have become a standard tool across many fields over recent years, with signal processing and machine learning among the most active. As the dimensionality of modern datasets keeps growing, finding compact yet expressive representations for higher-order tensors has turned into a pressing […]
In early December 2025, Prof. Dr. Guy Nagels and Dr. Stijn Denissen visited AVITECH at VNU University of Engineering and Technology in Hanoi. The visit aimed to discuss the development and implementation of a Federated Learning system to support collaborative research between institutions. During their visit, the two researchers worked with members of AVITECH to […]
In early March, two IT engineers from the VUB IT Department visited Ha Noi to install two workstations for the federated learning network. The machines were brought from Belgium and set up with support from AVITECH members and doctors at the Neurology Institute, Bach Mai Hospital. After four days of work, the installation was nearly […]
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