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mtuann/README.md

Tuan Nguyen

M.S. Computer Science student at the University of Illinois Urbana-Champaign (graduating May 2027), working with Prof. Fan Lai on efficient machine learning systems: LLM and RAG serving, GPU performance, and federated learning.

Before UIUC, I spent six years on ML research and engineering in Vietnam: clinical AI software for echocardiography at VNU University of Engineering and Technology, then federated learning at VinUniversity. I'm also a Ph.D. student in the VinUni–UIUC joint program, co-advised by Prof. Kok-Seng Wong and Prof. Khoa Doan.

Website · CV · Google Scholar · LinkedIn · Email

Selected publications

Full list on Google Scholar.

Projects

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  1. fedlearn-backdoor-attacks fedlearn-backdoor-attacks Public

    Fast integration of backdoor attacks in federated learning with updated attacks and defenses.

    Python 67 6

  2. backdoor-ai-resources backdoor-ai-resources Public

    Backdoor Stuff in AI/ ML domain

    42 3

  3. federated-learning-updated-papers federated-learning-updated-papers Public

    Papers related to Federated Learning in all top venues

    85 19

  4. sail-research/iba sail-research/iba Public

    IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)

    Python 40 5

  5. llm-updated-papers llm-updated-papers Public

    Papers related to Large Language Models in all top venues

    15 5

  6. competitive-programming-101 competitive-programming-101 Public

    Competitive Programming Training

    C++ 18 2