Prof LIAO, Li Zhi 廖立志教授

Professor

Director of Joint Research Institute for Applied Mathematics

Director of Joint Research Institute for Applied Mathematics

PhD, Cornell University

MSc, Cornell University

BSc, Tsinghua University

MSc, Cornell University

BSc, Tsinghua University

- Y. Ma and L.-Z. Liao,
*The Glowinski-Le Tallec splitting method revisited: A general convergence and convergence rate analysis*, JIMO, (to appear). - X. Qian, L.-Z. Liao, and J. Sun,
*A strategy of global convergence for the affine scaling algorithm for convex semidefinite programming*, Math. Prog., Vol. 179 (1-2), 1-19, 2020. - L. M. Sun and L.-Z. Liao,
*An interior point continuous path-following trajectory for linear programming*, JIMO, 15(4), 1517-1534, 2019. - H. Zhu, L.-Z. Liao, and M. K. Ng,
*Multi-instance dimensionality reduction via sparsity and orthogonality*, Neural Comput., 30(12), 3281-3308, 2018. - H. W. Yue, L.-Z. Liao, and X. Qian,
*Two interior point continuous trajectory models for convex quadratic programming with bound constraints*, PJO, 14(3), 527-550, 2018. - H. Zhu, C. Chen, L.-Z. Liao, and M. K. Ng,
*Multiple graphs clustering by gradient flow method*, J. Franklin Institute, 355(4), 1819-1845, 2018. - X. Qian, L.-Z. Liao, J. Sun, and H. Zhu,
*The convergent generalized central paths for linearly constrained convex programming*, SIAM J. Optim., 28(2), 1183-1204, 2018. - X. Qian and L.-Z. Liao,
*Analysis of the primal affine scaling continuous trajectory for convex programming*, PJO, 14(2), 261-272, 2018. - J. Sun, L.-Z. Liao, and B. Rodrigues,
*Quadratic two-stage stochastic optimization with coherent measures of risk*, Math. Prog., B, 168 (1-2), 599-613, 2018. - X. B. Gao and L.-Z. Liao,
*A novel neural network for generally constained variational inequalities*, IEEE TNNLS, 28 (9), 2062-2075, 2017. - H. Zhu, X. Zhang, D. Chu, and L.-Z. Liao,
*Noncovex and nonconvex optimization with generalized orthogonality constraints: an approximate augmented Lagrangian method*, J. Sci. Comput. 72, 331-372, 2017. - X. Qian, L.-Z. Liao, and J. Sun,
*Analysis of some interior point continuous trajectories for convex programming*, Optimization, 66 (4), 589-608, 2017. - X. W. Zhang, L. Chen, D. Chu, L.-Z. Liao, M. K. Ng, and C. E. Tan,
*Incremental regularized least squares for dimensionality reduction of large-scale data*, SISC, 38 (3), B414-439, 2016. - D. Chu, L.-Z. Liao, M. K. Ng, and X. Y. Wang,
*Incremental linear discriminant analysis: a fast algorithm and comparison*, IEEE TNNLS, 26 (11), 2716-2735, 2015. - L.-Z. Liao,
*A study of the dual affine scaling continuous trajectories for linear programming*, JOTA, 163 (2), 548-568, 2014.

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### Undergraduate

- BSc (Hons) in Math & Stat
- HKBU/SFU Double Degree
- Minor in Appl Math / Stat
- MATH / GE Courses / Cross Institutional Courses
- Further Study of Graduate / Career
- Internship/Job Practicum
- Summer Research
- Exchange
- Scholarship