Hung Nguyen

Hung Nguyenโ€™s personal website
Author

Hung Nguyen

Published

July 25, 2025

Modified

July 25, 2025

Hung Nguyen

๐Ÿ‘‹ Hung Nguyen

  • MS Student @ UIUC
    • DEPEND RESEARCH GROUP
    • Working on:
      • Supercomputersโ€™ log analysis (metrics, system, job logs)
      • GPU, CPU fault injections


  • Contact:
    • hungnt@illinois.edu
    • Address: Coordinated Science Laboratory, 1308 W Main St, Urbana, IL 61801
Biography I am currently a Master candidate at the University of Illinois Urbana-Champaign. I have four years of research experience, and I am eager to deepen my knowledge in system reliability and security, data visualization and analysis of high-performance computing systems, improving high-performance computing system resilience, resilience of federated health applications.
Research Interests

  • System Reliability and Security

  • High-performance Computing Systems logs analysis and visualization

  • High-performance Computing System Resilience

  • Health Application Resilience

  • Federated Applications

  • Federated Learning

You can find a full list of my publications on my Google Scholar

Characterizing modern GPU resilience and impact in HPC systems: A case study of A100 GPUs||S. Cui, A. Patke, Z. Chen, A. Ranjan, H. Nguyen, P. Cao, B. Bode, G. Bauer, S. Jha, C. Narayanaswami, and others|2025 55th annual IEEE/IFIP international conference on dependable systems and networks workshops (DSN-w)|2025
Characterizing GPU resilience and impact on AI/HPC systems|https://arxiv.org/abs/2503.11901|S. Cui, A. Patke, Z. Chen, A. Ranjan, H. Nguyen, P. Cao, S. Jha, B. Bode, G. Bauer, C. Narayanaswami, and others|arXiv preprint|3/2025
Empirical study of federated unlearning: Efficiency and effectiveness|https://proceedings.mlr.press/v189/nguyen22a.html|T.-H. Nguyen, H.-P. Vu, D. T. Nguyen, T. M. Nguyen, K. D. Doan, and K.-S. Wong|Asian conference on machine learning|2024
Emerging privacy and trust issues for autonomous vehicle systems|https://ieeexplore.ieee.org/document/9687230|T.-H. Nguyen, T. G. Vu, H.-L. Tran, and K.-S. Wong|2022 international conference on information networking (ICOIN)|2022
Efficient two-party integer comparison with block vectorization mechanism|https://ieeexplore.ieee.org/document/9508847|T.-H. Nguyen, K.-S. Wong, and T. Oikonomou|IEEE Access|2021

References

  • S. Cui et al. (2025)
  • S. Cui et al. (3/2025)
  • T.-H. Nguyen et al. (2024)
  • T.-H. Nguyen et al. (2022)
  • T.-H. Nguyen et al. (2021)

๐ŸŽ“ Education

  • MS in Electrical & Computer Engineering
    • University of Illinois Urbana-Champaign, 2024 โ€“ Present
  • B.S. in Computer Science
    • VinUniversity, 2020-2024

๐Ÿง‘โ€๐Ÿ”ฌ Professional Experience

  • Research Aide Technical
    • Argonne National Laboratory, Argonne Leadership Computing Facility (ALCF)
    • Lemont, IL | June 2025 โ€“ August 2025
  • Graduate Researcher
    • University of Illinois Urbana-Champaign (UIUC)
    • Urbana, IL | 2024 โ€“ Present
  • Undergraduate Researcher
    • VinUniversity
    • Hanoi, Vietnam | 2020 โ€“ 2024
        1. Characterizing privacy and trust issues for autonomous vehicle systems. (2) Improving and proposing secure two-party and multi-party comparison protocols. (3) Studying efficiency and effectiveness of federated unlearning methods
  • Research Intern
    • University of Illinois Urbana-Champaign (UIUC)
    • Urbana, IL | August 2023 โ€“ October 2023
        1. Doing research about AI and game theory in cybersecurity. (2) Auditing the course ECE 598RKI - Dependable AI Systems

๐Ÿ† Honors and Awards

  • Vingroup Scholarship, 2024 - 2025
    • 100% tuition fee and stipend to pursue a Master of Science degree at University of Illinois Urbana-Champaign
      • 36 outstanding individuals were selected from over 800 applications (4.5%) to receive the Vingroup Scholarship for pursuing Masterโ€™s and Ph.D. degree programs at excellent universities in the worldโ€™s leading countries in science and technology
  • VinUniversity Scholarship, 2020 - 2024
    • Merit based scholarship (100% tuition fee to pursue a Computer Science degree in VinUniverisy)
  • ICPC, 2020
    • Third prize ICPC Vietnam Northern and Central Provincial Programming Contest

๐Ÿ“š Publications

Selected Publications:

Characterizing modern GPU resilience and impact in HPC systems: A case study of A100 GPUs||S. Cui, A. Patke, Z. Chen, A. Ranjan, H. Nguyen, P. Cao, B. Bode, G. Bauer, S. Jha, C. Narayanaswami, and others|2025 55th annual IEEE/IFIP international conference on dependable systems and networks workshops (DSN-w)|2025
Characterizing GPU resilience and impact on AI/HPC systems|https://arxiv.org/abs/2503.11901|S. Cui, A. Patke, Z. Chen, A. Ranjan, H. Nguyen, P. Cao, S. Jha, B. Bode, G. Bauer, C. Narayanaswami, and others|arXiv preprint|3/2025
Empirical study of federated unlearning: Efficiency and effectiveness|https://proceedings.mlr.press/v189/nguyen22a.html|T.-H. Nguyen, H.-P. Vu, D. T. Nguyen, T. M. Nguyen, K. D. Doan, and K.-S. Wong|Asian conference on machine learning|2024
Emerging privacy and trust issues for autonomous vehicle systems|https://ieeexplore.ieee.org/document/9687230|T.-H. Nguyen, T. G. Vu, H.-L. Tran, and K.-S. Wong|2022 international conference on information networking (ICOIN)|2022
Efficient two-party integer comparison with block vectorization mechanism|https://ieeexplore.ieee.org/document/9508847|T.-H. Nguyen, K.-S. Wong, and T. Oikonomou|IEEE Access|2021

See full list at Google Scholar