Hao Wang
Assistant Professor, PI
Information Science and Technology
Shanghai Tech University
China
Biography
Hao Wang earned his Ph.D. degree in Industrial Engineering from Lehigh University in 2015, and his bachelor's and master's degree in Mathematics, Beihang University in 2007 and 2010, respectively. He has participated in research internship opportunities at ExxonMobil Corporate Strategic Research Lab, Mitsubishi Electric Research Lab, and GroupM R&D Department. Hao Wang joined School of Information Science and Technology at ShanghaiTech University as an Assistant Professor, PI in January, 2016.
Research Interest
Design, analysis, and implementation of efficient and reliable algorithms for solving large-scale optimization problems with applications in machine learning.
Publications
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H. Wang, H. Liu, Y. Xia, "Two-step Version of the Fixed Point Continuation Method for Sparse Reconstruction", Frontiers of Mathematics in China, vol. 5, no. 3, pp. 575-588, Sep. 2010.
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H. Wang, H. Liu, Y. Xia, "Two-point Step Size Iterative Soft-thresholding Method for Sparse Reconstruction, International Journal for Computer Mathematics", vol. 88, no. 12, pp. 2527-2537, Aug. 2010.
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J. V. Burke, F. E. Curtis, H. Wang, J. Wang, "A Sequential Quadratic Optimization Algorithm with Fast Infeasibility Detection", SIAM Journal on Optimization, vol. 24, no. 2, pp. 839-872, Jun. 2014.
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J. V. Burke, F. E. Curtis, H. Wang, J. Wang, "Iterative Reweighted Linear Least Squares for Exact Penalty Subproblems on Product Sets", SIAM Journal on Optimization, vol. 25, no. 1, pp. 261–294, Jan. 2015.
