About Me
Haie Long （龙海娥）
Senior Lecturer
MSU-BIT-SMBU Joint Research Center of Applied Mathematics, Shenzhen MSU-BIT University
Personal Page: https://www.smbu.edu.cn/info/4271/81681.htm
Education:
- Sept. 2016-Jul. 2021: PhD in Applied Mathematics, Harbin Institute of Technology. Supervisor: Professor Bo Han (韩波)
- Jan. 2020-Jan. 2021: Visiting PhD student in Applied Mathematics, Columbia University. Supervisor: Professor Kui Ren
- Sept. 2012-Jun. 2016: B.S. in Mathematics and Statistics, Henan University
Positions:
- Nov. 2023-Present: Senior Lecturer, MSU-BIT-SMBU Joint Research Center of Applied Mathematics, Shenzhen MSU-BIT University
- Aug. 2021-Oct. 2023: Postdoctoral Fellowship, Shenzhen MSU-BIT University. Co-advisor: Professor Ye Zhang (张晔)
Research Interests
- Ill-posed inverse problems
- Novel regularization methods
- Stochastic algorithms
- Machine learning in inverse problems
- Diffuse optical tomography
Publications
- H. Long, Y. Zhang. Stochastic asymptotical regularization for nonlinear ill-posed problems. (Under review)
- H. Long, Y. Zhang, G. Gao. An accelerated inexact Newton regularization scheme with a learned feature-selection rule for non-linear inverse problems. Inverse Problems, 40:085011, 2024.
- H. Long, Y. Zhang, G. Gao. An accelerated inexact Newton-type regularizing algorithm for ill-posed operator equations. Journal of Computational and Applied Mathematics, 451:116052, 2024.
- G. Wang, X.Wang, H. Long, B. Han. Simple and high-order N-solitons of the nonlocal generalized Sasa-Satsuma equation via an improved Riemann-Hilbert method. Z. Angew. Math. Phys., 75:94, 2024.
- X. Yan, H. Long, Y. Chen. Prediction of general high-order lump solutions in the Davey-Stewartson II equation. Proc. R. Soc. A, 479: 20230455, 2023.
- G. Gao, B.Han, H. Long. A generalized adaptive Levenberg-Marquardt method for solving nonlinear ill-posed problems. Inverse Problems, 39:015009, 2023.
- S. Tong, B. Han, H. Long, R. Gu. An accelerated sequential subspace optimization method based on homotopy perturbation iteration for nonlinear ill-posed problems. Inverse Problems, 35(12):125005, 2019.
- H. Long, B. Han, L. Li. A fast two-point gradient method for solving non-smooth nonlinear ill-posed problems. Journal of Computational and Applied Mathematics, 384:113114, 2021.
- H. Long, B. Han, S.Tong. A proximal regularized Gauss-Newton-Kaczmarz method and its acceleration for nonlinear ill-posed problems. Applied Numerical Mathematics, 151:301-321, 2020.
- H. Long, B. Han, S.Tong. A new Kaczmarz-type method and its acceleration for nonlinear ill-posed problems. Inverse Problems, 35(05):055004, 2019.
Projects
- 2023: China Postdoctoral Science Foundation, Principal Investigator
- 2022-2025: Guangdong Basic and Applied Basic Research Foundation, Principal Investigator
- 2022-2024: Guangdong Youth Innovative Talents Project, Principal Investigator
- 2019-2022: National Natural Science Foundation of China (No.11871180), Participant
- 2021-2024: National Natural Science Foundation of China (No.12071184), Participant
Teaching
- Fall 2023：Mathematical Analysis in Engineering
- Fall 2024：Mathematical Analysis in Engineering