科研成果:
在SIAM Journal on Optimization,Journal of Machine Learning Research,European Journal of Operational Research等国际期刊上发表三十篇余学术论文,参与开发多个生物信息学工具包/网页服务器,详情请查看个人网页:https://mayhhu.gitlab.io
【部分代表性论文】
[1] J. Wang, Y. Hu*, C. K. W. Yu, C. Li and X. Yang, Extended Newton methods for multiobjective optimization: Majorizing function technique and convergence analysis, SIAM Journal on Optimization, 29(3): 2388-2421, 2019.
[2] C. Li, L. Meng*, L. Peng, Y. Hu and J.-C. Yao, Weak sharp minima for convex infinite optimization problems in normed linear spaces, SIAM Journal on Optimization, 28(3): 1999-2021, 2018.
[3] Y. Hu, C. Li, K. Meng, J. Qin and X. Yang*, Group sparse optimization via ell_{p,q} regularization, Journal of Machine Learning Research, 18(30): 1-52, 2017.
[4] J. Wang, Y. Hu*, C. Li and J.-C. Yao, Linear convergence of CQ algorithms and applications in gene regulatory network inference, Inverse Problems, 33(5): 055017, 2017.
[5] L. Zhang, L. Fu, W. Gu*, Y. Ouyang and Y. Hu, A general iterative approach for the system-level joint optimization of pavement maintenance, rehabilitation, and reconstruction planning, Transportation Research Part B: Methodological, 105: 378-400, 2017.
[6] Y. Hu*, C. Li and X. Yang, On convergence rates of linearized proximal algorithms for convex composite optimization with applications, SIAM Journal on Optimization, 26(2):1207-1235, 2016.
[7] Y. Hu, X. Yang* and C.-K. Sim, Inexact subgradient methods for quasi-convex optimization problems, European Journal of Operational Research, 240(2): 315-327, 2015.
[8] C. Li, X. P. Zhao and Y. Hu*, Quasi-Slater and Farkas–Minkowski qualifications for semi-infinite programming with applications, SIAM Journal on Optimization, 23(4): 2208-2230, 2013.