RSRCH

Research

PhD Student at Computer and Network Systems, Chalmers University of Technology. Focusing on Data Summarization, Concurrent & Parallel Computing, HPC, Algorithms for Big Data, and Machine Learning.

menu_book Publications

IEEE MultiMedia Q1 Journal

STERR-GAN: Spatio-temporal Re-rendering for Facial Video Restoration

Ngo-Huu, M.K., Ngo, V., Luu, D.T., Pham, B.N., Nguyen, V.T.

IEEE MultiMedia, 2025

description Paper
RELAX Workshop 2025 Workshop Paper

CLUE — Clustering-Based Load Understanding and Exploration: Summarizing High-Dimensional Electricity Grid Data for Scenario Analysis

Magnusson, L., Thorsson, R., Ngo, V., Papatriantafilou, M., van Rooij, J., & Chigrichenko, M.

RELAX Workshop 2025

description Paper image Poster code Github
DEBS 2025 PhD Symposium

Continuous and Concurrent Data Summarization

Ngo, V.Q.

2025

description Paper
MAPR 2022

Antique photo restoration and colorization via generative model

Huu, M.K.N., Ngo, V.Q., Nguyen, T.D., Nguyen, V.T., Ngo, T.D.

2022 International Conference on Multimedia Analysis and Pattern Recognition

description Paper

emoji_events Honors & Awards

2023

Marie Skłodowska-Curie PhD Fellowship

European Union (Horizon Europe) Grant Agreement nr. 101072456 (RELAX-DN)
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2023

Valedictorian (Top-1) Commendation & Medal

HCM City People's Committee Valedictorian (Top-1) university graduate recognition
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2019

Valedictorian (Top-1) Science Subjects

University Entrance Exam Provincial valedictorian (Top-1) in Math, Chemistry and Science Subjects
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2019

Third Prize

National Olympiad National academic competition
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2018

Consolation Prize

National Olympiad National academic competition
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campaign Research Dissemination

Nov 26, 2025

Hardware/software co-optimization for machine learning at the edge

Research Seminar place DCS Seminar, Chalmers
Nov 3, 2025

Concurrent Data Summarization & Cuckoo Heavy Keeper

Presentation + Poster place 4th RELAX Doctoral Training Week, Dublin
Oct 15, 2025

HierarchyScope: Spatio-Temporal Data Summarization

Poster place SESBC Conference 2025, Uppsala
image Poster
Sep 18, 2025

Concurrent Data Summarization

Poster place NS Retreat
Sep 3, 2025

Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters

Conference + Poster place VLDB 2025, London
image Poster slideshow Slides play_circle Visualization
Jun 13, 2025

CLUE - Clustering-based Load Understanding and Exploration

Workshop Paper place RELAX 2025 Workshop
description Paper image Poster code Github
Jun 10, 2025

Continuous and Concurrent Data Summarization

PhD Symposium place DEBS 2025 PhD Symposium
Apr 7, 2025

Summarization-Based Clustering

Poster place Energy Network Day, Chalmers
Sep 2, 2024

Delegation Sketch: a parallel design

Research Seminar place DCS Seminar, Chalmers
Jun 17, 2024

Lean Data-Stream Pipelines through Summarization

Poster place Energy Network Day, Chalmers
Mar 20, 2024

Concurrent/Continuous Data Summarization

Doctoral Training place MSCA RELAX-DN 1st Training, Belfast

school Supervision

Detection and Adaption of Concept Drift in Federated Online Learning (ongoing)

Distributed Data Summarization and Machine Learning on Resource-constrained Edge Devices.

Fabian Forsman & Josef Jakobson MSc Thesis • 2025-2026

Time Series Analysis of Electric Grids for Strategic Enterprise Value (ongoing)

Time Series Analysis of Electric Grids for Strategic Enterprise Value.

William Ackemo & Axel Löfqvist MSc Thesis • 2025-2026

Clustering-based Load Understanding and Exploration

Summarizing High-dimensional Electricity Grid Data for Scenario Analysis.

Rasmus Thorsson & Linus Magnusson MSc Thesis • 2024-2025

Data-driven support for cyber-physical systems

Co-supervisor for DAT300 / DIT616 project course.

  • > LP1 2025: High-performance Embedded Data Analytics.
  • > LP1 2024: Summary Based Anomaly Detection - Detecting Click Fraud in Online Advertising
Msc Students group projects

class Teaching

2025 - 2026
TDA297

Advanced Distributed Systems

Teaching Assistant

LP3-4 2024, LP3-4 2025, LP3 2026
EDA343 / DIT423

Computer Communication

Teaching Assistant

flight_takeoff Research Visits

May 1, 2026

ICCS / NTUA, Athens

Host: Dimitrios Tsoumakos MSCA RELAX-DN 5th Training Week (Planned)
Nov 1, 2025

Trinity College Dublin

Host: David Gregg MSCA RELAX-DN 4th Training Week
May 1, 2025

Chalmers University of Technology

Host: Philippas Tsigas MSCA RELAX-DN 3rd Training Week
Sep 1, 2024

Queen's University Belfast

Host: Hans Vandierendonck MSCA RELAX-DN 2nd Training Week
Mar 1, 2024

Queen's University Belfast

Host: Hans Vandierendonck MSCA RELAX-DN 1st Training Week
Jul 1, 2024

ACACES Summer School

Host: Koen De Bosschere Summer School