{"id":584,"date":"2017-03-14T15:12:48","date_gmt":"2017-03-14T19:12:48","guid":{"rendered":"https:\/\/beta.research.ece.ncsu.edu\/vissta\/?page_id=584"},"modified":"2018-11-06T15:04:04","modified_gmt":"2018-11-06T20:04:04","slug":"yuming-huang","status":"publish","type":"page","link":"https:\/\/research.ece.ncsu.edu\/vissta\/students\/yuming-huang\/","title":{"rendered":"Yuming Huang"},"content":{"rendered":"<p><a href=\"https:\/\/research.ece.ncsu.edu\/wp-content\/uploads\/sites\/30\/2018\/11\/0.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-619\" src=\"https:\/\/research.ece.ncsu.edu\/wp-content\/uploads\/sites\/30\/2018\/11\/0.jpg\" alt=\"\" width=\"130\" height=\"130\" srcset=\"https:\/\/research.ece.ncsu.edu\/vissta\/wp-content\/uploads\/sites\/30\/2018\/11\/0.jpg 200w, https:\/\/research.ece.ncsu.edu\/vissta\/wp-content\/uploads\/sites\/30\/2018\/11\/0-150x150.jpg 150w\" sizes=\"auto, (max-width: 130px) 100vw, 130px\" \/><\/a><\/p>\n<div>My researches include network science and computational neuroscience. For network science, I studied community structure for social networks, and also developed a belief propagation algorithm for multi-layer community detection with fusion. My current project focuses on computational neuroscience, where we try to model a population of neurons as a network, using a nonlinear dynamical model. We aim to predict neural response measured by fluorescence microscope, and reveal mechanisms of visual cortex area of the mouse.<\/div>\n<div><\/div>\n<div><\/div>\n<p><strong>Publications:<\/strong><\/p>\n<ul>\n<li>\n<p style=\"font-weight: 400;\"><strong>Yuming Huang<\/strong>, Ashkan Panahi, Hamid Krim, &amp; Liyi Dai (2018)<strong><em>\u00a0<\/em><\/strong>Fusion of Community Structures in Multiplex Networks by Label Constraints.\u00a0<em>EUSIPCO 2018 [<a href=\"https:\/\/research.ece.ncsu.edu\/wp-content\/uploads\/sites\/30\/2018\/11\/Yuming1.pdf\">PDF<\/a>]<\/em><\/p>\n<\/li>\n<li>\n<p style=\"font-weight: 400;\"><strong>Yuming Huang<\/strong>, Ashkan Panahi, Han Wang, Bo Jiang, Hamid Krim, Yiyi Yu, Spencer L. Smith, &amp; Liyi Dai (2018) Model-free inference of neuronal connectivity via embedding dimensionality.\u00a0<em>ICMNS 2018 (International Conference on Mathematical NeuroScience)<\/em><\/p>\n<\/li>\n<li>\n<p style=\"font-weight: 400;\"><strong>Yuming Huang<\/strong>, Ashkan Panahi, Hamid Krim, &amp; Liyi Dai (2018)<strong><em>\u00a0<\/em><\/strong>Community detection and improved detectability in multiplex networks. Submitted to\u00a0<em>Physical Review E<\/em>.<\/p>\n<\/li>\n<li>\n<p style=\"font-weight: 400;\"><strong>Yuming Huang<\/strong>, &amp; Han Wang (2016). <a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/7905877\">Consensus and Multiplex Approach for Community Detection in Attributed Networks<\/a>.\u00a0<em>GlobalSIP 2016<\/em>. [<a href=\"https:\/\/research.ece.ncsu.edu\/wp-content\/uploads\/sites\/30\/2018\/11\/Yuming4.pdf\">PDF<\/a>]\n<\/li>\n<li>\n<p style=\"font-weight: 400;\"><strong style=\"font-size: 1rem;\">Yuming Huang<\/strong><span style=\"font-weight: 400;\">, &amp; Karen Daniels (2016). <a href=\"https:\/\/link.springer.com\/article\/10.1007\/s10035-016-0681-6\">Friction and Pressure-Dependence of Force Chain Communities in Granular Materials<\/a>.\u00a0<\/span><em style=\"font-weight: 400;\">Granular Matter<\/em><span style=\"font-weight: 400;\">, 18: 85.<\/span><\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>My researches include network science and computational neuroscience. For network science, I studied community structure for social networks, and also developed a belief propagation algorithm&#8230;<\/p>\n","protected":false},"author":113,"featured_media":0,"parent":9,"menu_order":4,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_members_access_role":[],"_members_access_error":""},"class_list":["post-584","page","type-page","status-publish","hentry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"My researches include network science and computational neuroscience. For network science, I studied community structure for social networks, and also developed a belief propagation algorithm for multi-layer community detection with fusion. My current project focuses on computational neuroscience, where we try to model a population of neurons as a network, using a nonlinear dynamical model.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/research.ece.ncsu.edu\/vissta\/students\/yuming-huang\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"VISSTA | Vision, Information, and Statistical Signal Theories and Applications Group\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Yuming Huang | VISSTA\" \/>\n\t\t<meta property=\"og:description\" content=\"My researches include network science and computational neuroscience. 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