NGUYEN Dai Hai

Affiliation
Institute of Systems and Information Engineering
Official title
Assistant Professor
ORCID
0000-0003-0380-4197
Sex
Male
KAKEN ID
50968401
URL
Email
/?8FJ6?]92:]8ETc_F]EDF<F32]24];Aj92:Tc_4D]EDF<F32]24];A
Research keywords
Machine Learning, Bioinformatics
Research projects
On Optimal Transport-based Statistical Measures for Graph Structured Data and Applications2023-04 -- 2026-03NGUYEN Dai HaiJapan Society for the Promotion of Science/Grant-in-Aid for Young Scientists2,730,000Yen
Advanced machine learning methods for mass spectrometry2019-04 -- 2020-09Nguyen Dai HaiJapan Society of for the Promotion of Science/Grant-in-Aid for JSPS Fellows/1,900,000Yen
Career history
2022-04 -- 2026-03University of TsukubaFaculty of Engineering, Information and SystemsAssistant Professor
2020-11 -- 2022-03The University of TokyoGraduate School of Frontier SciencesPostdoctoral Fellow
2019-04 -- 2020-09Kyoto UniversityBioinformatics CenterJSPS Fellow
Academic background
2017-10 -- 2020-09Kyoto University Bioinformatics Center, Institute for Chemical Research
Degree
2020-09PhD (Pharmaceutical Sciences)Kyoto University
Articles
Books
  • Machine Learning for Metabolic Identification
    Nguyen Dai Hai; Nguyen Canh Hao; Mamitsuka Hiroshi
    Creative Complex Systems/Springer, Singapore/pp.329-350, 2021
Conference, etc.
  • Mirror Variational Transport: A Particle-based Algorithm for Distributional Optimization on Constrained Domain
    Nguyen Dai Hai
    ECML PKDD 2023 : European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases/2023-09-18--2023-09-22
  • Learning Subtree Pattern Importance for Weisfeiler- Lehman based Graph Kernels
    Nguyen Dai Hai; Nguyen Canh Hao; Mamitsuka Hiroshi
    ECML PKDD 2021 : European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases/2021-03-26--2021-04-02
  • ADAPTIVE: leArning DAta-dePendenT, concIse molecular VEctors for fast, accurate metabolite identification from tandem mass spectra
    Nguyen Dai Hai; Nguyen Canh Hao; Mamitsuka Hiroshi
    27th International Conference on Intelligent Systems for Molecular Biology (ISMB/ECCB 2019)/2019-07-21--2019-07-25
  • SIMPLE: Sparse Interaction Model over Peaks of moLEcules for fast, interpretable metabolite identification from tandem mass spectra
    Nguyen Dai Hai; Nguyen Canh Hao; Mamitsuka Hiroshi
    26th International Conference on Intelligent Systems for Molecular Biology (ISMB 2018)/2018-07-06--2018-07-08
  • Semi-supervised learning of hierarchical representations of molecules using neural message passing
    Nguyen Dai Hai
    Machine Learning for Molecules and Materials in NIPS 2017/2017-12-08--2017-12-09
  • Deep neural networks for recognizing online handwritten mathematical symbols
    Nguyen Dai Hai
    The 3rd IAPR Asian Conference on Pattern Recognition (ACPR2015)/2015-11-03--2015-11-06
Teaching
2024-10 -- 2025-02Computer Science Seminar AfUniversity of Tsukuba.
2024-10 -- 2025-02Computer Science Seminar BfUniversity of Tsukuba.
2024-04 -- 2024-08Research in Computer Science IsUniversity of Tsukuba.
2024-10 -- 2025-02Research in Computer Science IIfUniversity of Tsukuba.
2024-10 -- 2025-03Life Science Innovation Master's Special Seminar I FallUniversity of Tsukuba.
2024-04 -- 2024-08Computer Science Seminar BUniversity of Tsukuba.
2024-10 -- 2025-02Computer Science Seminar BUniversity of Tsukuba.
2024-10 -- 2025-02Research in Computer Science DUniversity of Tsukuba.
2024-10 -- 2025-02Research in Computer Science BUniversity of Tsukuba.
2024-10 -- 2025-02Research in Computer Science fUniversity of Tsukuba.
more...

(Last updated: 2024-09-27)