Research output per year
Research output per year
Personal profile
Chinese Name
侯良哨
Biography
Name: HOU Liangshao
Date of Birth: 17-Feb-1992 Nationality: China
Email: [email protected]
Education:
PHD. Hong Kong Baptist University, Department of Mathematics,
2017.07–2020.07, Supervised by Prof. Liao Li-Zhi.
2018.07–2018.12, Visiting Curtin University, Australia, Supervised by Prof. Sun Jie.
MSc. Shanghai University of Finance and Economics, Applied Mathematics,
2014.09–2017.03.
BSc. Zhejiang University of Technology, Mathematics and Applied Mathematics,
2010.09–2014.06.
Work:
RAP. Hong Kong Baptist University, Department of Mathematics,
Pos-doc. Hong Kong Baptist University, Department of Mathematics,
2020.08—2022.08, Supervised by Prof. Liao Li-Zhi.
Publication:
1. Hou, L., Qian X., Liao, L., and Sun, J., An interior point parameterized central path
following algorithm for linearly constrained convex programming. Journal of Scientific
Computing, 2022, 90(3): 1-31.
2. Hou, L., Zhou, J., and He, Q., An extension method for fully fuzzy Sylvester matrix
equation. Soft Computing 25.7 (2021): 5763-5774.
3. Zhang, M., Hou, L., Sun, J., Yan, A., A model of multistage risk-averse stochastic
optimization and its solution by scenario-based decomposition algorithms. Asia-
Pacific Journal of Operational Research p. 2040004 (2020).
4. He, Q., Hou, L., Zhou, J.: The solution of fuzzy Sylvester matrix equation. Soft
Computing 22(19), 6515-6523 (2018).
Teaching Assistant:
Semester 1, 2017-2018, MATH 3205: Linear programming and integer programming.
Conduct tutorial sessions for Dr. Lau, Shek Kwan Mark.
Semester 2, 2017-2018, MATH 2207: Linear algebra.
Grade the homework and assignments of students for Dr. Pang, Chung Yin Amy.
Semester 1, 2019-2020, MATH 3205: Linear programming and integer programming.
Conduct tutorial sessions for Prof. Liao Li-Zhi.
Semester 2, 2019-2020, MATH 3205: Linear programming and integer programming.
Conduct tutorial sessions for Prof. Liao Li-Zhi.
Research Interests
Continuous Method for Optimization, Nonnegative Matrix Factorization, Optimization on Manifolds
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Dive into the research topics where Liangshao HOU is active. Topic labels come from the works of this scholar.
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Collaborations and top research areas from the last five years
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Projects
Research Output
- 6 Journal article
-
Convergence of a Fast Hierarchical Alternating Least Squares Algorithm for Nonnegative Matrix Factorization
Hou, L., Chu, D. & Liao, L. Z., Jan 2024, In: IEEE Transactions on Knowledge and Data Engineering. 36, 1, p. 77-89 13 p.Research output: Contribution to journal › Journal article › peer-review
2 Citations (Scopus) -
Numerical solution of singular Sylvester equations
Chu, E. K. W., Hou, L., Szyld, D. B. & Zhou, J., 15 Jan 2024, In: Journal of Computational and Applied Mathematics. 436, 115426.Research output: Contribution to journal › Journal article › peer-review
2 Citations (Scopus) -
A Progressive Hierarchical Alternating Least Squares Method for Symmetric Nonnegative Matrix Factorization
Hou, L., Chu, D. & Liao, L. Z., 1 May 2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 5, p. 5355-5369 15 p.Research output: Contribution to journal › Journal article › peer-review
6 Citations (Scopus) -
An Interior Point Parameterized Central Path Following Algorithm for Linearly Constrained Convex Programming
Hou, L., Qian, X., Liao, L. Z. & Sun, J., Mar 2022, In: Journal of Scientific Computing. 90, 3, 31 p., 95.Research output: Contribution to journal › Journal article › peer-review
-
An extension method for fully fuzzy Sylvester matrix equation
Hou, L., Zhou, J. & He, Q., Apr 2021, In: Soft Computing. 25, 7, p. 5763-5774 12 p.Research output: Contribution to journal › Journal article › peer-review
2 Citations (Scopus)