{"id":111,"date":"2018-01-06T22:58:10","date_gmt":"2018-01-06T22:58:10","guid":{"rendered":"https:\/\/www.ise.ufl.edu\/liu\/?page_id=111"},"modified":"2025-02-17T10:42:50","modified_gmt":"2025-02-17T15:42:50","slug":"publications","status":"publish","type":"page","link":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<p>See a full list of my publications in <a href=\"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-content\/uploads\/sites\/593\/2018\/07\/CV-Hongcheng-Liu.pdf\">my CV<\/a>.<\/p>\n<ul class=\"main-list\">\n<li>H. Liu, X. Wang, T. Yao, R. Li, Y. Ye,\u00a0<strong>Sample approximation with sparsity-inducing penalty for high-dimensional stochastic programming;<\/strong>\u00a0Forthcoming in\u00a0<em>Mathematical\u00a0Programming.\u00a0<\/em>2018.<\/li>\n<li>G. Haeser, H. Liu, Y. Ye,\u00a0<strong>Optimality condition and complexity analysis for linearly-constrained optimization without differentiability on the boundary;<\/strong>\u00a0Forthcoming in\u00a0<em>Mathematical\u00a0Programming.\u00a0<\/em>2018.<\/li>\n<li>H. Liu, L. Xing, <strong>Isodose feature-preserving voxelization (IFPV) for radiation\u00a0therapy treatment planning<\/strong>; Forthcoming in <em>Medical Physics<\/em>. 2018.<\/li>\n<li>H. Wang, P. Dong, H. Liu, L. Xing, <strong>Development of an autonomous treatment planning strategy for radiation therapy with effective use<\/strong><strong>\u00a0of population-based prior data;<\/strong>\u00a0<em>Medical Physics<\/em> 44 (2), 389-396. 2017.<\/li>\n<li>S. Ren, H. Liu, C. Tao, F. Dong, <strong>Tomographic wire-mesh imaging of water-air flow based on sparse minimization;<\/strong> <em>IEEE Sensors Journal <\/em>17 (24), 8187-8195. 2017.<\/li>\n<li>H. Liu, P. Dong, L. Xing, <strong>A\u00a0new sparse\u00a0optimization\u00a0scheme for simultaneous\u00a0beam angle and fluence map\u00a0optimization in radiotherapy planning;<\/strong>\u00a0<em>Physics in Medicine and Biology<\/em> 62 (16), 6428. 2017.<\/li>\n<li>H. Liu, P. Dong, L. Xing, <strong>Using measurable dosimetric quantities to characterize the inter-structural tradeoff in inverse planning;<\/strong>\u00a0<em>Physics in Medicine and Biology<\/em> 62 (16), 6804. 2017.<\/li>\n<li>H. Liu, K. Han, V. Gayah, T. Friesz, T. Yao, <strong>Data-driven linear decision rule approach for distributionally robust optimization of on-line signal control;<\/strong>\u00a0Podium Presentation by 21st International Symposium on Transportation and Traffic Theory (ISTTT 21). <em>Transportation Research Part C<\/em> 7, 536-555. 2015.<\/li>\n<li>H. Liu, T. Yao, R. Li, Y., Ye,\u00a0<strong>Folded concave penalized sparse linear regression: sparsity, statistical performance, and algorithmic theory for local solutions;<\/strong>\u00a0<em>Mathematical Programming<\/em>\u00a0166(1-2): 207-240. 2017.<\/li>\n<li>H. Liu, T. Yao, R. Li, <strong>Global solutions to nonconvex learning with folded concave penalties;<\/strong>\u00a0<em>Annals of Statistics<\/em> 44(2): 629\u2013659. 2016.<\/li>\n<li>K. Han, Y. Sun, H. Liu, T.L. Friesz, T. Yao, <strong>A bi-level model of dynamic traffic signal control with continuum approximation;<\/strong>\u00a0<em>Transportation Research Part C<\/em>\u00a055, 409-431. 2014.<\/li>\n<li>K. Han, T.L. Friesz, W.Y. Szeto,\u00a0H. Liu, <strong>Elastic demand dynamic network user equilibrium: Formulation, existence and computation;<\/strong>\u00a0<em>Transportation Research Part B<\/em>\u00a081, 183-209. 2015.<\/li>\n<li>A. Thorsen, H. Liu, T. Yao, <strong>Robust inventory control under lead time uncertainty;<\/strong> 2013 <em>Industrial and Systems Engineering Research Conference.\u00a0<\/em>2013.<\/li>\n<li>K. Han, T. L. Friesz, H. Liu, T. Yao, <strong>A robust optimization approach for dynamic traffic signal control with emission constraints;<\/strong> <em>Transportation Research Part C<\/em>\u00a070, 3-26. 2015.<\/li>\n<li>K. Han, T. L. Friesz, H. Liu, T. Yao, <strong>Dynamic congestion and tolls with mobile source emission; <\/strong> <em>ISTTT<\/em>, 2013.<\/li>\n<li>B. D. Chung, T. Yao, T. L. Friesz, H. Liu, <strong>Dynamic congestion pricing with demand uncertainty: a robust optimization approach; <\/strong> <em>Transportation Research Part B<\/em>\u00a046, 1504-1518. 2012.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>See a full list of my publications in my CV. H. Liu, X. Wang, T. Yao, R. Li, Y. Ye,\u00a0Sample approximation with sparsity-inducing penalty for high-dimensional stochastic programming;\u00a0Forthcoming in\u00a0Mathematical\u00a0Programming.\u00a02018. G. Haeser, H. Liu, Y. Ye,\u00a0Optimality condition and complexity analysis for linearly-constrained optimization without differentiability on the boundary;\u00a0Forthcoming in\u00a0Mathematical\u00a0Programming.\u00a02018. H. Liu, L. Xing, Isodose feature-preserving voxelization [&hellip;]<\/p>\n","protected":false},"author":468,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/page-sidebar-none.php","meta":{"_acf_changed":false,"inline_featured_image":false,"featured_post":"","footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-111","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/pages\/111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/users\/468"}],"replies":[{"embeddable":true,"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/comments?post=111"}],"version-history":[{"count":1,"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/pages\/111\/revisions"}],"predecessor-version":[{"id":335,"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/pages\/111\/revisions\/335"}],"wp:attachment":[{"href":"https:\/\/faculty.eng.ufl.edu\/hongcheng-liu\/wp-json\/wp\/v2\/media?parent=111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}