Projects per year
Personal profile
Personal profile
Haixia Liang joined XJTLU in 2011. Haixia Liang got her BSc degree from Qufu Normal University in July 2003. Then she got her MSc degree from Shanghai University in 2006 majoring in Numerical Linear Algebra under the supervision of Prof. Erxiong Jiang. In 2007, Haixia Liang entered the Chinese University of Hong Kong to study for her PhD degree under the supervision of Prof. Raymond Honfu Chan. After the graduation, she visited Nanyang Technological University as a post-doctoral research fellow under the advision of Prof. Xuecheng Tai. Haixia’s research interest are mainly on linear algebra, optimization, image processing. She finished some research works on inverse eigenvalue problems, variation models for image restoration, and applications in computing tomography, compressive sensing. Currently, her research is focusing on the fractional-order variation models for image restoration, the image segmentation problems and the hyperspectral imaging problems.
Research interests
Nmerical Linear Algebra
Image Processing
Optimization
Experience
Lecturer, Xian Jiaotong Liverpool Uniersity, 2011.09-Present
Research Fellow, Nanyang Technological University of Singapore, 2010.09-2011.08
Teaching assistant, The Chinese University of Hong Kong, 2007.08-2010.07
Mathematical teacher, No. 102 Middle School in Tianjin, 2016.07-2017.07
Teaching
MTH014, Calculus of Multivariables
MTH004, Calclus of Multivariables
MTH019, Calculus of Single Variable
Awards and honours
Highly commended outstanding teacher in 2017
silver award for the best scientific paper of year 2018 in the international conferece of union of mathematical imaging 2018
Education/Academic qualification
Post-doctorial, Nanyang Technological Unversity, Singapore, 2011
Ph. D., The Chinese University of Hong Kong, Hong Kong, 2010
M. Sc., Shanghai University, Shanghai, China, 2006
B. Sc. Qufu Normal Univeersity, Qufu, China, 2003
Person Types
- Staff
Fingerprint
Dive into the research topics where Haixia Liang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Projects
- 10 Finished
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High performance preconditioning techniques for the numerical simulation of complex dynamic fluids
Niu, Q. (PI), Ma, F. (Team member), Liu, G. (Team member), Zhang, H. (Team member), Ma, E. (Team member), Liang, H. (Team member), 朱圣鑫 (Team member), 申槟瑞 (Team member) & 侯思泽 (Team member)
1/07/19 → 30/06/22
Project: Internal Research Project
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Heterogeneous High-throughput Data Association
Ma, F. (PI), 赵科科 (Team member), 马静 (Team member), Wathen, A. (Team member), Niu, Q. (Team member), Zhou, Y. (Team member), Liang, H. (Team member), 申槟瑞 (Team member) & 朱圣鑫 (Team member)
1/01/19 → 31/12/21
Project: Internal Research Project
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Fast iterative solvers for algebric systems arising form radiative transfer problems
Zhu, S. (PI), Niu, Q. (Team member), Ma, F. (Team member), Liang, H. (Team member) & 申斌瑞 (Team member)
1/01/19 → 31/12/20
Project: Governmental Research Project
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Robust and Efficient Preconditioning Techniques for Numerical Solution of Incompressible Navier-Stokes Equations
Niu, Q. (PI), Ma, F. (Team member), Liang, H. (Team member) & Zhu, S. (Team member)
1/01/19 → 30/06/23
Project: Internal Research Project
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Fractional-order Variation Model and Its Applications in Image Processing
Liang, H. (PI), Niu, Q. (Team member), Ma, F. (Team member), Chen, K. (Team member) & Zhu, S. (Team member)
1/09/18 → 31/12/23
Project: Internal Research Project
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'A Study on Teacher-AI Interaction for English Language Learning Materials in Math Discipline'
Chu, W. & Liang, H., Nov 2025, ICAIE.Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
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A two-stage approach for color image segmentation based on the GS-SVM and variation model
Liang, H., Yang, S. & Chan, R. H. F., 2025, (In preparation) In: Inverse Problems and Imaging.Research output: Contribution to journal › Article
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Truncated Quasi-Second Fractional-order Total Varaition Model for Image Restoration
Liang, H. & Shen, Z., 2024, (Submitted) In: International Journal of Computer Mathematics.Research output: Contribution to journal › Article
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Dual algorithm for truncated fractional variation based image denoising
Liang, H. & Zhang, J., 1 Sept 2020, In: International Journal of Computer Mathematics. 97, 9, p. 1849-1859 11 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)
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SURF2025-0295 Bridging Language and Mathematics: AI-Powered Chatbots to Enhance English Proficiency and STEM Learning for ESL Students
Chu, W. (Supervisor), Liang, H. (Co-supervisor) & Cao, L. (Co-supervisor)
4 Jun 2025 → 25 Aug 2025Activity: Supervision › Completed SURF Project
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A Study on Teacher-AI Interaction for English Language Learning Materials in Mathematics Discipline
Chu, W. (Speaker) & Liang, H. (Speaker)
15 May 2025Activity: Talk or presentation › Presentation at conference/workshop/seminar