中文 Tsinghua University Access to the old version Talent Recruitment

Zhang Liping

  • Professor
  • Tel: 62798531
  • Email: lipingzhang@tsinghua.edu.cn

Education

1998-2001  Ph.D. in Operations Research, AMSS, CAS

1993-1995  M.Sc. in Operations Research, Qufu Normal University

1989-1993  B.Sc. in Mathematics, Qufu Normal University


Work Experience

Since 2025  Full Professor, Tsinghua University

2005-2024  Associate Professor, Tsinghua University

2003-2005  Lecturer, Tsinghua University

2001-2003  Postdoctor, Beijing Jiaotong University

1995-1998  Lecturer, Qufu Normal University


Research Interests

1. Tensor Optimization

2. Machine Learning and Reinforcement Learning

3. Continuous Optimization


Teaching

1. Mathematical Programming (undergraduate course, fall term, since 2009)

2. Mathematics for Art (undergraduate course, spring term, since 2010)

3. Optimization Algorithms for Machine Learning (graduate course, fall term, since 2022)

4. Mathematical Methods for Economics (graduate course, fall term, since 2014)


Selected Publications

1. Haoning Wang, Liping Zhang, High-dimensional low-rank three-way tensor autoregressive time series predictor, Expert Systems with Applications, 299 (2026), 130104

2. Zhenting Luan, Defeng Sun, Haoning Wang, Liping Zhang, Efficient Online Prediction for High-Dimensional Time Series via Joint Tensor Tucker Decomposition, Journal of Machine Learning Research 26 (2025), 1-30

3. Liang Chen, Ruoning Chen, Defeng Sun, Liping Zhang, Equivalent Characterizations of the Aubin Property for Nonlinear Semidefinite Programming, Mathematical Programming (2025), https://doi.org/10.1007/s10107-025-02231-2

4. Zhenzhi Qin, Zhenyu Ming, Defeng Sun, Liping Zhang, Low-rank quaternion tensor completion for color video inpainting via a novel factorization strategy, Mathematics of Computation, (2025) 94: 2409-2456

5. Yongjun Chen, Liping Zhang, Dual Complex Adjoint Matrix and Applications to Hand-Eye Calibration and Multi-Agent Formation Control, Journal of Scientific Computing (2025) 104:4

6. Yan Li, Liping Zhang, A novel nonconvex relaxation approach to low-rank matrix completion of inexact observed data, SIAM Journal on Optimization, 2024(34), 2378-2410

7. Zhenyu Ming, Zhenzhi Qin, Liping Zhang, Yanwei Xu, Liqun Qi, Network traffic recovery from link-load measurements using tensor triple decomposition strategy for third-order traffic tensors, Journal of Computational and Applied Mathematics, 2024(447), 115901

8. Xingbang Cui, Liping Zhang, Computing the dominant eigenpair of an essentially nonnegative tensor via a homotopy method, Journal of Computational and Applied Mathematics, 2024(438), 115565

9. Xingbang Cui, Liping Zhang, A localized progressive hedging algorithm for solving nonmonotone stochastic variational inequalities, Mathematics of Operations Research, 2024(49), 1915-1937

10. Ruoning Chen, Liping Zhang, Zhenyu Ming, A parallel low rank matrix optimization method for recovering internet traffic network data via link ow measurement, Journal of Computational and Applied Mathematics, 2023(434) 115331

11. Xingbang Cui, Liping Zhang, On multistage pseudomonotone stochastic variational inequalities, Journal of Optimization Theory and Applications, 2023(199), 363-391

12. Liping Zhang, Defeng Sun, Zhenting Luan, Solvability of monotone tensor complementarity problems, Science China Mathematics, 2023(66), 647-664

13. Zhenyu Ming, Haoran Pang, Yanwei Xu, Liping Zhang, Wei Zhang, Estimating clock skew with one-way timestamps, IEEE Communication Letters, 2022(26), 2591-2595

14. Zhenyu Ming, Liping Zhang, Hao Wu, Yanwei Xu, M Bakshi, Bo Bai, Gong Zhang, An accurate and practical algorithm for internet traffic recovery problem, Neurocomputing 2022(467), 203-213

15. Zhenzhi Qin, Zhenyu Ming, Liping Zhang, Singular value decomposition of third order quaternion tensors, Applied Mathematics Letters, 2022(123), 107597

16. Liping Zhang, Chiyu Chen, A Newton-type algorithm for the tensor eigenvalue complementarity problem and some applications, Mathematics of Computation, 2021(90), 215-231

17. Zhenyu Ming, Liping Zhang, Yanwei Xu, M Bakshi, An algorithm for matrix recovery of high-loss-rate network traffic data, Applied Mathematics Modelling, 2021(96), 645-656

18. Zhenyu Ming, Liping Zhang, Liqun Qi, Expected residual minimization method for monotone stochastic tensor complementarity problem, Computational Optimization and Applications, 2020(77), 871-896

19. Chiyu Chen, Liping Zhang, Finding Nash equilibrium for a class of multiperson noncooperative games via solving tensor complementarity problem, Applied Numerical Mathematics, 2019(145), 456-468

20. Shouqiang Du, Liping Zhang, A mixed integer programming approach to the tensor complementarity problem, Journal of Global Optimization, 2019(73), 789-800

21. Shouqiang Du, Liping Zhang, Chiyu Chen, Liqun Qi, Tensor absolute value equations, Science China Mathematics, 2018(61), 1695-1710

22. Junjie Yue, Liping Zhang, Mei Lu, Liqun Qi, The Adjacency and Signless Laplacian Spectra of Cored Hypergraphs and Power Hypergraphs, Journal of the Operations Research Society of China, 2017(5), 27-43

23. Shunsuke Hayashi, Soon-Yi Wu, Liping Zhang, Computation algorithm for convex semi-infinite program with second-order cones: special analyses for affine and quadratic case, Journal of Scientific Computing, 2016(68), 573-595

24. Liping Zhang, Liqun Qi, Guanglu Zhou, M-tensors and some applications, SIAM Journal on Matrix Analysis and Applications, 2014(35), 437-452

25. Liping Zhang, Liqun Qi, Yi Xu, Ziyan Luo, The dominant eigenvalue of an essentially nonnegative tensor, Numerical Linear Algebra with Applications, 2013(20), 929-941

26. Liping Zhang, Shu-Cherng Fang, Soon-Yi Wu, An entropy based central cutting plane algorithm for convex min-max semi-infinite programming problems, Science China Mathematics, 56(2013), 201-211

27. Liping Zhang, Liqun Qi, Linear convergence of an algorithm for computing the largest eigenvalue of a nonnegative tensor, Numerical Linear Algebra with Applications, 2012(19), 830-841

28. Liping Zhang, Yuan Zhou, A new approach to supply chain network equilibrium models, Computers and Industrial Engineering, 2012(63), 82-88

29. Liping Zhang, Soon-Yi Wu, Marco A. Lopez, A new exchange method for convex semi-infinite programming, SIAM Journal on Optimization, 2010(20), 2959-2977

30. Liping Zhang, A new trust region algorithm for nonsmooth convex minimization, Applied Mathematics and Computation, 2007(193), 135-142