An Hung Nguyen

Computer Scientist / AI Researcher

I am a researcher with a strong passion for Artificial Intelligence and Data Science. I have applied AI to real-world problems in medicine and agriculture through collaborations with scientific labs in Vietnam and internationally.

My research interests include Computational Biology, Bioinformatics, Mathematics, Hyper-complex and Quaternion numbers, View Synthesis, Neural Rendering, and Real-Time Graphics.

Research Interests

Computational Biology and Bioinformatics

Mathematics and Hyper-complex Numbers

Quaternion Number Systems

View Synthesis and Neural Rendering

Real-time Graphics

Deep Learning Applications in Medicine

Publications

Adaptive Hybrid Transformer Network with Frequency Attention for All-in-One Image Restoration

Cong Thang Pham, An Hung Nguyen, Quoc Cuong Nguyen, Minh Nhat Phan, Thanh Than Nguyen

ISPRS workshop PSBB25

doi proQuest

DehazeCLNet: A Contrastive Learning Framework with Advanced Feature Extraction for Image Dehazing

Cong Thang Pham, An Hung Nguyen, Quoc Cuong Nguyen, Minh Nhat Phan

SOICT 2024 (Springer CCIS)

doi

Enhancing Image Classification Capabilities In The Vision Transformer Network Model With Quaternion Algebra

Minh Tuan Pham, An Hung Nguyen

CITA 2024

link pdf

Enhancing Convolutional Neural Network Architectures with Long Short-Term Memory for Improved Image Classification

An Hung Nguyen, Minh Tuan Pham

IEEE - ATiGB 2023

doi

Quaternion Convolutional Neural Networks for Depth Estimation

An Hung Nguyen, Cao Duy Hoang, Dang Hoang Phu Phan, Minh Tuan Pham

IEEE - SCIS&ISIS 2022

doi

Weight Initialization for Complex Number Convolutional Neural Networks Using Genetic Algorithms

Minh Tuan Pham, An Hung Nguyen

CITA 2022

doi

Efficient Complex Valued Neural Network with Fourier Transform on Image Denoising

Minh Tuan Pham, Van Quang Nguyen, Cao Duy Hoang, ..., An Hung Nguyen

ACM - ICFNDS 2021

doi

Highlight Awards

Dec 2023

Vietnam Student Science Research and Innovation 2022-2023 (4th Prize)

Quaternion Convolutional Neural Networks for Image Depth Estimation

Aug 2021

Innovative Generation 2021 - Second Prize (Rank 1st)

Applying Deep Learning to the process of diagnosing, analyzing and detecting damage to the retina due to diabetes

Mar 2021

VISEF - 4th Place Award in Computational Biology and Bioinformatics

Applying Deep Learning to the process of diagnosing, analyzing and detecting damage to the retina due to diabetes

Education

Aug 2021 - July 2025

Bachelor of Science - BS. Information Technology

Danang University of Science and Technology, Vietnam

2018 - 2021

Informatics Student

Le Quy Don - Quang Tri Upper-Secondary School for the Gifted, Vietnam