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王浩
副教授、研究员、博导
博士毕业院校： 美国理海大学
电话： 021-20685389
办公室： 信息学院2-401室
个人主页： faculty.sist.shanghaitech.edu.cn/faculty/wanghao/
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研究方向： 非线性优化，机器学习
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王浩博士于2015年5月在美国理海大学工业工程系获得博士学位，并于2010年和2007年在北京航空航天大学数学与应用数学系分别获得理学硕士和学士学位。当前研究领域主要为非线性优化算法、非凸正则化问题、低秩矩阵填充等机器学习问题。主要成果在优化顶级期刊SIAM Journal on Optimization和Journal of Machine Learning Research上发表。王浩博士于2016年3月加入上海科技大学信息科学与技术学院。

  • 1. BURKE, JAMES V.;CURTIS, FRANK E.;WANG, HAO;WANG, JIASHAN#, Inexact sequential quadratic optimization with penalty parameter updates within the qp solver, SIAM JOURNAL ON OPTIMIZATION, 2020, 30(3):1822-1849
  • 2. Wang, Hao;Zhang, Fan;Wang, Jiashan;Rong, Yuyang#, An inexact first-order method for constrained nonlinear optimization, OPTIMIZATION METHODS & SOFTWARE, 2022,
  • 3. Wu, Qiong;Zhang, Fan;Wang, Hao;Lin, Jun;Liu, Yang#, Parameter-Free l(p)-Box Decoding of LDPC Codes, IEEE COMMUNICATIONS LETTERS, Jul 2018, 22(7):1318-1321
  • 4. Yang XY(杨翔宇);Wang JS(王加山);Wang H(王浩)#, Towards An Efficient Approach for the Nonconvex Lp Ball Projection: Algorithm and Analysis, JOURNAL OF MACHINE LEARNING RESEARCH, 2022, 23(101):1-31
  • 5. Wang, Hao;Zeng, Hao;Wang, Jiashan;Wu, Qiong#, Relating l(p) regularization and reweighted l(1) regularization, OPTIMIZATION LETTERS, Nov 2021, 15(8):#VALUE!
  • 6. Wei, Hejie;Qu, Zhihai;Wu, Xuyang;Wang, Hao;Lu, Jie#, Decentralized Approximate Newton Methods for Convex Optimization on Networked Systems, IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, Sep 2021, 8(3):1489-1500
  • 7. Wang, Hao;Zhang, Fan;Shi, Yuanming;Hu, Yaohua#, Nonconvex and Nonsmooth Sparse Optimization via Adaptively Iterative Reweighted Methods, JOURNAL OF GLOBAL OPTIMIZATION, Nov 2021, 81(3):717-748
  • 8. Zhang, Fan;Wang, Hao;Wang, Jiashan;Yang, Kai#, Inexact primal–dual gradient projection methods for nonlinear optimization on convex set, OPTIMIZATION, 01 Dec 2019,
  • 9. Wang, Hao;Yang, Xiangyu;Shi, Yuanming;Lin, Jun#, A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification, IEEE TRANSACTIONS ON COMPUTERS, 2022, 71(1)
  • 10. Liu, Hongying;Wang, Hao;Song, Mengmeng#, Projections onto the Intersection of a One-Norm Ball or Sphere and a Two-Norm Ball or Sphere, JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, Nov 2020, 187(2):520-534
  • 11. Wang, Hao;Zeng, Hao;Wang, Jiashan#, Convergence rate analysis of proximal iteratively reweighted 1 methods for p regularization problems, OPTIMIZATION LETTERS, 2022,
  • 12. Wang, Hao;Zeng, Hao;Wang, Jiashan#, An extrapolated iteratively reweighted l(1) method with complexity analysis, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, Dec 2022,
  • 13. Wang, Hao;Zhang, Fan;Wang, Jiashan;Rong, Yuyang#, An inexact first-order method for constrained nonlinear optimization, OPTIMIZATION METHODS AND SOFTWARE, 2022, 37(1):79-112
  • 14. Wang, Hao;Zeng, Hao;Wang, Jiashan#, An extrapolated iteratively reweighted 1 method with complexity analysis, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 01 Dec 2022, 83(3):967-997
  • 15. Wang, Hao;Yang, Xiangyu;Shi, Yuanming;Lin, Jun#, A Proximal Iteratively Reweighted Approach for Efficient Network Sparsification, IEEE TRANSACTIONS ON COMPUTERS, 2022, 71(1):185-196