About Me

I am a Senior Lecturer at the MSU-BIT-SMBU Joint Research Center of Applied Mathematics, Shenzhen MSU-BIT University. My research focuses on inverse problems, regularization methods, and stochastic algorithms with applications in various scientific domains.

Education

Ph.D. in Applied Mathematics

Sept 2016 - Jul 2021

Harbin Institute of Technology

Visiting Ph.D. Student

Jan 2020 - Jan 2021

Columbia University

B.S. in Mathematics and Statistics

Sept 2012 - Jun 2016

Henan University

Positions

Senior Lecturer

Nov 2023 - Present

Shenzhen MSU-BIT University

Postdoctoral Fellow

Aug 2021 - Oct 2023

Shenzhen MSU-BIT University

Co-advisor: Professor Ye Zhang

Research Interests

Ill-posed inverse problems
Novel regularization methods
Stochastic algorithms
Machine learning in inverse problems
Diffuse optical tomography

Selected Publications

  1. Stochastic asymptotical regularization for nonlinear ill-posed problems
    H. Long, Y. Zhang
    Inverse Problems, 41:065017(47pp)
    2025
  2. An accelerated inexact Newton regularization scheme with a learned feature-selection rule for non-linear inverse problems
    H. Long, Y. Zhang, G. Gao
    Inverse Problems, 40:085011(36pp)
    2024
  3. An accelerated inexact Newton-type regularizing algorithm for ill-posed operator equations
    H. Long, Y. Zhang, G. Gao
    Journal of Computational and Applied Mathematics, 451:116052
    2024
  4. Simple and high-order N-solitons of the nonlocal generalized Sasa-Satsuma equation via an improved Riemann-Hilbert method
    G. Wang, X. Wang, H. Long, B. Han
    Z. Angew. Math. Phys., 75:94
    2024
  5. Prediction of general high-order lump solutions in the Davey-Stewartson II equation
    X. Yan, H. Long, Y. Chen
    Proceedings of the Royal Society A, 479:20230455
    2023
View all publications →

Research Projects

  • 2026-2028: National Natural Science Foundation of China (Youth Program) PI
  • 2023: China Postdoctoral Science Foundation PI
  • 2022-2025: Guangdong Basic and Applied Basic Research Foundation PI
  • 2022-2024: Guangdong Youth Innovative Talents Project PI
  • 2019-2022: National Natural Science Foundation of China (No.11871180) Participant
  • 2021-2024: National Natural Science Foundation of China (No.12071184) Participant

Teaching

  • Mathematical Analysis

Contact

Address

Room 334, Main Building
1 International University Park Road
Longgang District, Shenzhen
Guangdong Province, P.R. China 518172

Email

haie_long@smbu.edu.cn

Website

University Profile