{"id":1019,"date":"2020-06-11T15:15:38","date_gmt":"2020-06-11T07:15:38","guid":{"rendered":"https:\/\/www.fst.um.edu.mo\/personal\/?page_id=1019"},"modified":"2025-12-09T10:48:41","modified_gmt":"2025-12-09T02:48:41","slug":"liuzhi","status":"publish","type":"page","link":"https:\/\/www.fst.um.edu.mo\/personal\/liuzhi\/","title":{"rendered":"Zhi LIU"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1019\" class=\"elementor elementor-1019\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3ad3514 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3ad3514\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-876cd9f\" data-id=\"876cd9f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-inner-section elementor-element elementor-element-5045a34 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5045a34\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-56a9650\" data-id=\"56a9650\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e0d4a45 elementor-absolute elementor-widget elementor-widget-image\" data-id=\"e0d4a45\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"262\" height=\"300\" src=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2023\/03\/Screenshot-2023-03-17-at-8.45.12-PM-262x300.png\" class=\"attachment-medium size-medium wp-image-29692\" alt=\"\" srcset=\"https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2023\/03\/Screenshot-2023-03-17-at-8.45.12-PM-262x300.png 262w, https:\/\/www.fst.um.edu.mo\/personal\/wp-content\/uploads\/2023\/03\/Screenshot-2023-03-17-at-8.45.12-PM.png 666w\" sizes=\"(max-width: 262px) 100vw, 262px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7bad7c6\" data-id=\"7bad7c6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fe454ac elementor-widget elementor-widget-text-editor\" data-id=\"fe454ac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4 style=\"color: #0a0a0a;text-align: center\"><span style=\"font-size: 24pt\"><span style=\"font-weight: bolder\"><span style=\"font-size: 18pt\">\u00a0<\/span><\/span><\/span><\/h4><h4 style=\"color: #0a0a0a;text-align: center\"><span style=\"font-size: 24pt;font-family: 'times new roman', times, serif\"><span style=\"font-weight: bolder\"><span style=\"font-size: 18pt\">Zhi LIU<\/span><br \/><\/span><span style=\"font-size: 14pt\"><span style=\"font-weight: bolder\">Professor<\/span><\/span><\/span><\/h4><h4 style=\"color: #0a0a0a;text-align: center\"><span style=\"font-family: 'times new roman', times, serif;color: #0000ff\"><u><span style=\"font-size: 14pt\"><span style=\"font-weight: bolder\"><a style=\"color: #0000ff\" href=\"https:\/\/www.fst.um.edu.mo\/math\/\">Department of Mathematics<\/a><\/span><\/span><br \/><a style=\"color: #0000ff\" href=\"https:\/\/www.fst.um.edu.mo\"><span style=\"font-size: 14pt\"><span style=\"font-weight: bolder\">Faculty of Science and Technology<\/span><\/span><\/a>\u00a0<br \/><span style=\"font-size: 14pt\"><span style=\"font-weight: bolder\"><a style=\"color: #0000ff\" href=\"https:\/\/www.um.edu.mo\">University of Macau<\/a><\/span><\/span><\/u><\/span><\/h4>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-df361a7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"df361a7\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-589b154 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"589b154\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-02852dc\" data-id=\"02852dc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2866160 elementor-widget elementor-widget-text-editor\" data-id=\"2866160\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">I am a Professor at the Department of Mathematics,\u00a0and an Affiliate Researcher at the\u00a0<a href=\"https:\/\/cam.fst.um.edu.mo\"><u>Center for Applied Mathematics<\/u><\/a>, the\u00a0<a href=\"https:\/\/apaem.um.edu.mo\/\" target=\"_blank\" rel=\"noopener\"><u>APAEM<\/u><\/a>, and the\u00a0<u><a href=\"https:\/\/cair.ici.um.edu.mo\/people\/primary-faculty\/\">Center for Artificial Intelligence and Robotics<\/a>,<\/u>\u00a0at the University of Macau.\u00a0Here is my\u00a0<u><a href=\"https:\/\/scholar.google.com\/citations?user=mcT7ak4AAAAJ&amp;hl=en\">Google Scholar<\/a><\/u>\u00a0page.\u00a0<\/span><\/p><p style=\"text-align: justify\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">I finished my Ph.D. in Statistics at the Hong Kong University of Science and Technology in 2010. During 2011-2012, I was an Assistant Professor in Economics at the Wang Yanan\u00a0Institute for Studies in Economics and the Department of\u00a0Statistics, at the Xiamen University.\u00a0<\/span><\/p><p style=\"text-align: justify\"><span style=\"font-size: 14pt\"><span style=\"font-family: 'times new roman', times, serif\">My current research interests are Statistics for Stochastic Processes, Financial Statistics<\/span><span style=\"font-family: 'times new roman', times, serif\">, and Statistical Learning for Health Science. If you are interested in a Ph.D. in Statistics at the University of Macau, feel free to email me at liuzhi@um.edu.mo to discuss this.<\/span><\/span><\/p><hr \/>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac84ce8 elementor-widget elementor-widget-text-editor\" data-id=\"ac84ce8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\"><strong>Education<\/strong><\/span><\/p>\n<ul style=\"list-style-type: disc\">\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">2006-2010: Ph.D, Hong Kong University of Science &amp; Technology. Advisor: Bingyi JING<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">2003-2006: M.Sc, Lanzhou University<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">1999-2003: B.Sc, Lanzhou University<\/span><\/span><br><hr>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-de10169 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"de10169\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6226546\" data-id=\"6226546\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e4b627e elementor-widget elementor-widget-text-editor\" data-id=\"e4b627e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div title=\"Page 1\"><div><div><p><strong><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Working Experience<\/span><\/strong><\/p><\/div><\/div><div><div><ul style=\"list-style-type: disc\"><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">8\/2012-Present\u00a0 \u00a0Assistant, <span style=\"font-size: 18.6667px\">Associate, Full<\/span>\u00a0Professor in Mathematics, University of Macau<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\"> 9\/2011-7\/2012 \u00a0 Assistant Professor in Economics, Xiamen University<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">1\/2011-8\/2011 \u00a0 Research Associate, Hong Kong University of Science &amp; Technology<\/span><\/span><br \/><hr \/><\/li><\/ul><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-9779cea elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9779cea\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-35bca57\" data-id=\"35bca57\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1ac255e elementor-widget elementor-widget-text-editor\" data-id=\"1ac255e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-family: 'times new roman', times, serif\"><strong><span style=\"font-size: 14pt\">Teaching<\/span><\/strong><\/span><\/p>\n<ul style=\"list-style-type: disc\">\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Data Mining and Statistical Learning, Spring, 2022, 2023, 2026, Fall 2024<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Advance Probability Theory, Fall 2025<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Mathematics for Artificial Intelligence (PG course for CIS AI Program), Spring, 2024, 2025<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Advanced Statistics (PG course), Spring, 2022, 2024, 2025<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Nonparametric Statistics, Fall, 2022, 2023, 2024, 2025<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Linear Statistical Analysis, Spring, 2021, Fall, 2022<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Topics in Statistics and Data Science, Fall, 2021<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Large Sample Theory (PG course), Fall, 2019-2020<\/span><\/li>\n<li><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Time Series Analysis, Spring, 2015\u20132020, Fall, 2023<\/span><\/li>\n<li><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Mathematical Modelling, Fall, 2013\u20132020<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Stochastic Processes (PG course), Fall, 2014, 2018<\/span><\/li>\n<li><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Probability and Statistics, Spring, 2016, 2017<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Statistical Methods in Engineering (Ph.D. course), Fall, 2014<\/span><\/li>\n<li><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Probability Theory, Fall, 2013<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Engineering Mathematics, Spring, 2013 <\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\"><span style=\"font-size: 14pt\">Calculus III, Fall, 2012<\/span><\/span><br><hr>\n<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-8eb9f32 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8eb9f32\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9133741\" data-id=\"9133741\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45e7e52 elementor-widget elementor-widget-text-editor\" data-id=\"45e7e52\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div title=\"Page 2\"><div><div><p style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\"><strong>Ph.D. students supervised<\/strong><\/span><\/p><ul style=\"list-style-type: disc;text-align: left\"><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">DAI Lichun (2025\u2013)<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">GUO Aodong (2024\u2013)<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">SUN Di (2024\u2013)<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">JIANG Yu (2022\u2013)<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">LIU Wenjing (2022\u2013)<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">TANG Jingwei (2021\u20132025) Quantile Regression Method for Time Series Forecasting and Spatial-Temporal Forecasting. First Job, Assistant Professor at Hainan University.<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">BAI Lu (2019\u20132024) Hybrid approaches in machine learning prediction.\u00a0<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">First Job: Assistant Professor, Xiamen University of Technology<\/span><\/li><li style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">ZHU Haibin (2020\u20132023): High-frequency inference on the price staleness. First Job: Tenure-track Assistant Professor, Jinan University (Guangzhou)<\/span><\/li><li style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">HE Lidan (2018\u20132021): Higher-order approximations and forecasts of volatility.\u00a0First Job: Assistant Professor, Nanjing University of Information Science &amp; Technology<\/span><\/li><li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">WAN Yi (2015\u20132019): Jackknife empirical likelihood-based Tests. First Job: Data Scientist, Huawei Technologies Co. Ltd.<\/span><\/li><li style=\"text-align: justify\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">LIU Qiang (2015\u20132018): Inference of spot volatilities under infinite variation jumps. First Job: Post-doctoral Fellow, National University of Singapore (Now Tenure-track Assistant Professor, Shanghai University of Finance and Economics)<\/span><\/li><li style=\"text-align: justify\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">WANG Li (2014\u20132018): Realized Laplace transform of volatility with microstructure noise. First Job: Assistant Professor, Macau University of Science and Technology.<\/span><\/li><li style=\"text-align: justify\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">LIU Yiqi (2014&#8211;2017, Co-supervisor): The effect of multiple records on volatility estimation via high-frequency financial data. First Job: Data Scientist, Pingan FinTech.\u00a0<\/span><\/li><\/ul><p style=\"text-align: left\"><strong style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Master students supervised<\/span><\/strong><\/p><ul><li style=\"text-align: left\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">HU Liangyu, LU Yiming, CHEN Zijian, PENG Qianling (2024<span style=\"font-size: 18.6667px\">\u2013<\/span>)<\/span><\/li><li style=\"text-align: left\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">XU Hantian, ZHOU Shunchao, HUNG Ka Wai (2023\u20132025)<br \/><\/span><\/li><li style=\"text-align: left\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">AN Ruofan, SUN Di (2022<span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">\u20132024<\/span>)<\/span><\/li><li style=\"text-align: left\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">WONG Cho Him, DENG Wenlong, LI Rui, LIN Yang (2021\u20132023)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">ZHUO Yihua (2020\u20132023)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">LIU Wenjing (2020\u20132022)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">ZHU Baowen (2019\u20132022)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">YIN Shu (2018\u20132021)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">DONG Jianqiao, FU Binchao (2018\u20132020)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">LIU Peixi (2017\u20132020)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">HUANG Yuling, SUN Jing (2017\u20132019)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">U Cheok Meng, DENG Min (2015\u20132018)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">WANG Jianqing, LIU Yiming, WAN Yi, LIU Ziqian (2013\u20132015)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">SHE Zihang, ZHOU Biting (2012\u20132014)<\/span><\/li><li style=\"text-align: left\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">DONG Hui (2012\u20132013)<\/span><\/li><\/ul><hr \/><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-0512163 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0512163\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e95cbc\" data-id=\"5e95cbc\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7375ac4 elementor-widget elementor-widget-text-editor\" data-id=\"7375ac4\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><span style=\"color: #000000;font-size: 14pt;font-family: 'times new roman', times, serif\">Research Grants<\/span><\/strong><\/p><p><span style=\"color: #000000;font-size: 14pt;font-family: 'times new roman', times, serif\"><strong>\u00a0 External Grants<\/strong><\/span><\/p><ol><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Statistical Learning of Chronic Kidney Disease in Macau (10\/01\/2022-09\/01\/2024), The Science\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">and Technology Development Fund, Macau SAR, FDCT0041\/2021\/ITP, MOP $424,000. Sole\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Statistical Inference of Distributions of Volatility with Applications (01\/01\/2020-31\/12\/2023),\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">NSFC No.11971507, RMB 520,000. PI. (Co-PI: Jacky So, University of Macau)<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Studying the Non-synchronous Trading under Ultra-high Frequency (25\/5\/2018-24\/5\/2021),\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">The Science and Technology Development Fund, Macau SAR, FDCT202\/2017\/A3, MOP $917,000.\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Efficient Estimation of Spot Volatility under General Jump Process (1\/6\/2017-31\/5\/2020), The\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Science and Technology Development Fund, Macau SAR, FDCT127\/2016\/A3, MOP $1,043,725. S<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">ole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Efficient Estimation of Volatility Matrix under Presence of Infinite Variation Jumps with Applications\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">(1\/1\/2015-31\/12\/2017), NSFC No.11401607, RMB 220,000. PI. (Co-PI: Jacky So,\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">University of Macau),\u00a0<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">FDCT Special Equipment Fund, The Science and Technology Development Fund, Macau SAR,\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">FDCT043\/2014\/SA, MOP $204,120.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Inference on Volatility Matrix of Big Data with Applications, (1\/6\/2014-31\/5\/2017), The Science\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">and Technology Development Fund, Macau SAR, FDCT078\/2013\/A3, MOP $1,171,000.\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">Statistical Inference of High-Frequency Data with Implementation (1\/6\/2013-31\/12\/2015), The\u00a0Science and Technology Development Fund, Macau SAR, FDCT078\/2012\/A3, MOP$734,000.\u00a0PI. (Co-PIs, XIONG Jie, DING Deng and SHU Lianjie, University of Macau).\u00a0<\/span><\/p><\/li><\/ol><p><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\"><strong>\u00a0 Internal Grants<\/strong><\/span><\/p><ol><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Limiting theory of realized multivariate volatility with microstructure noise and price staleness (1\/1\/2025-31\/12\/2026), MYRG from University of Macau, MYRG-GRG2024-00190-FST-UMDF, MOP$520,000. Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Effect of price staleness on the asymptotic behaviour of realized covariance, (1\/1\/2024-31\/12\/2025), <\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">MYRG from University of Macau, MYRG-GRG2023-00036-FST-UMDF, MOP$320,000. Sole <\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"font-size: 14pt;color: #000000\"><span style=\"font-family: 'times new roman', times, serif\">Inference of price staleness with applications to high-frequency trading, (1\/1\/2023-31\/12\/2024),\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif\">MYRG from University of Macau, MYRG2022-00118-FST, MOP<span style=\"font-size: 18.666666px\">$<\/span>544,000. Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">Statistical inference of spot correlation and spot market Beta under infinite variation jumps,\u00a0(1\/1\/2022-31\/12\/2023), MYRG2020-00227-FST, MOP $600,000. Sole PI.<\/span><\/p><\/li><li><p><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">Joint Laplace Transform of Volatility Matrix (1\/1\/2019-31\/12\/2021), MYRG from University\u00a0of Macau, MYRG2018-00107-FST, MOP $588,000. Sole PI.<\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">Inference on High-Frequency Data\u00a0Some New Problems, (1\/4\/2015-31\/3\/2018), MYRG from University of Macau, MYRG2015-00184-FST, MOP $840,000. Sole PI.<\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000;font-size: 14pt\"><span style=\"font-family: 'times new roman', times, serif\">Inference on Volatility Matrix of Big Data with Applications, (24\/6\/2014-23\/6\/2017), Matching\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif\">fund from University of Macau, MRG024\/LZ\/2014\/FST, MOP $390,000. Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Studying Higher Order Moments of Daily Returns under High Frequency, (1\/4\/2014-31\/3\/2017),\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">MYRG from University of Macau, MYRG2014-00001-FST, MOP $840,000. Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Statistical Inference of High-Frequency Data with Implementation, (1\/8\/2013-31\/7\/2015), Matching\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">fund from University of Macau, MRG009\/LZ\/2013\/FST, MOP $244,500. Sole PI.<\/span><\/span><\/p><\/li><li style=\"text-align: justify\"><p><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Statistical Inference of Semi-martingale with High-Frequency Data, (1\/11\/2012-31\/10\/<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">\/2013),\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">Startup fund from University of Macau, SRG023-FST12-LZ, MOP $100,000. Sole PI.<\/span><\/span><\/p><hr \/><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3be662a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3be662a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-af2daff\" data-id=\"af2daff\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-756d35d elementor-widget elementor-widget-text-editor\" data-id=\"756d35d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\"><strong>Selected Publications (<span style=\"color: #0000ff\"><a style=\"color: #0000ff\" href=\"https:\/\/scholar.google.com\/citations?user=mcT7ak4AAAAJ&amp;hl=en\"><u>Full Publications List<\/u><\/a><\/span><span style=\"color: #000000\">)<\/span><\/strong><\/span><\/p><ol><li><p style=\"text-align: justify\"><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">ZHU Haibin and LIU Zhi (2024). On Bivariate time-varying price staleness,\u00a0<\/span><span style=\"font-weight: bold;color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\"><span style=\"font-style: italic\">Journal of Business and Economic Statistics<\/span>.\u00a0<\/span><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">42, 229-242<\/span><span style=\"color: #000000;font-family: 'times new roman', times, serif;font-size: 14pt\">.<\/span><\/p><\/li><li style=\"text-align: left\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">K. Ulrich Hounyo, \u00a0LIU Zhi and Rasmus T. Varneskov (2023). Bootstrapping Laplace transform of volatility,\u00a0<em><strong>Quantitative Economics.\u00a0<\/strong><\/em>14, 1059-1103.<\/span><\/li><li><p style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">DING Li-zhong, LIU Zhi, LI Yu, LIAO Shi-zhong, LIU Yong, YANG Peng, YU Ge, SHAO Ling,\u00a0GAO Xin (2019). Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data,\u00a0\u00a0<em><strong>AAAI2019<\/strong><\/em>. Acceptance rate: 16.2%<\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">KONG Xin-bing, LIU Zhi and ZHOU Wang (2019), A rank test for the number of factors with\u00a0high-frequency data, <em><strong>Journal of Econometrics<\/strong><\/em>. 211(2), 439-460.<\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">HU Jiang, LI Wei-ming, LIU Zhi and ZHOU Wang (2019). High-dimensional covariance\u00a0matrices in elliptical distributions with application to spherical test, <em><strong>Annals of Statistics<\/strong><\/em>. 47(1),\u00a0527-555.<\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">LIU Zhi, KONG Xin-bing and JING Bing-yi (2018). Estimating the integrated volatility using\u00a0<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">high-frequency data with zero durations, <em><strong>Journal<\/strong><strong>\u00a0of Econometrics<\/strong><\/em>. 204, 18-32.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">LIU Qiang, LIU Yi-qi and LIU Zhi (2018). Estimating spot volatility in the presence of infinite\u00a0<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">variation jumps, <em><strong>Stochastic Processes and their Applications<\/strong><\/em>, 128, 1958-1987.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">LIU Zhi (2017). Jump-robust estimation of volatility with the simultaneous presence of microstructure\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">noise and multiple observations. <em><strong>Finance and Stochastics<\/strong><\/em>, 21(2), 427-469.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">JING Bing-yi, LIU Zhi and KONG Xin-bing (2017). Estimating the volatility functionals with\u00a0<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">multiple transactions. <em><strong>Econometric Theory<\/strong><\/em>, 33(2), 331-365.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">KONG Xin-bing, LIU Zhi and JING Bing-yi (2015). Testing for pure-jump processes for\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">high-frequency data. <em><strong>Annals of Statistics<\/strong><\/em>, 43(2), 847-877.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">JING Bing-yi, LIU Zhi and KONG Xin-bing (2014). On the estimation of integrated volatility\u00a0<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">with jumps and microstructure noise. <em><strong>Journal of Business &amp; Economic Statistics<\/strong><\/em>, 32(3), 457-<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">467.\u00a0<\/span><em><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">The article was the JBES Invited Address presented at the Joint Statistical Meetings, Boston,\u00a0<\/span><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif\">Massachusetts, August 2-7, 2014<\/span><\/em><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">LIU Zhi, Abbas AHMED, JING Bing-yi and GAO Xin (2012). WaVPeak: picking NMR peaks\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">through wavelet transform and volume-based filtering. <em><strong>Bioinformatics<\/strong><\/em>, 28(7), 914-920.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">JING Bing-yi, KONG Xin-bing and LIU Zhi (2012). Modeling high-frequency financial data\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">by pure jump processes. <em><strong>Annals of Statistics<\/strong><\/em>, 40(2), 759-784.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">JING Bing-yi, KONG Xin-bing, LIU Zhi and Per MYKLAND (2012). On the jump activity\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">index for semi-martingales. <em><strong>Journal of Econometrics<\/strong><\/em>, 166(2), 213-223.<\/span><\/span><\/p><\/li><li><p style=\"text-align: justify\"><span style=\"color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">JING Bing-yi, KONG Xin-bing and LIU Zhi (2011). Estimating the jump activity index under\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">noisy observations using high-frequency data. <em><strong>Journal of American Statistical Association<\/strong><\/em>, 106,\u00a0<\/span><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt\">558-568.<\/span><\/span><\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-cd9b624 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cd9b624\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-45b7dff\" data-id=\"45b7dff\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-71713c2 elementor-widget elementor-widget-text-editor\" data-id=\"71713c2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">Awards<\/span><\/strong><\/p>\n<ol>\n<li><a href=\"https:\/\/www.fst.um.edu.mo\/news\/fst-presented-teaching-excellence-award-and-research-excellence-award-for-the-ay2024-2025\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-family: 'times new roman', times, serif\"><u>FST Research Excellence Award, 2025, University of Macau<\/u><\/span>.<\/a><\/li>\n<li><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">\u5168\u570b\u5927\u5b78\u751f\u6578\u5b78\u5efa\u6a21\u7af6\u8cfd\u4e09\u5341\u9031\u5e74\u670d\u52d9\u9280\u8cea\u7d00\u5ff5\u734e\u7ae0, 2022<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\"><a href=\"https:\/\/www.fst.um.edu.mo\/news\/fst-presents-the-2020-2021-teaching-excellent-award-and-research-excellence-award\/\" target=\"_blank\"><u>FST Teaching Excellence Award, 2021, University of Macau<\/u><\/a>.<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">\u5168\u570b\u5927\u5b78\u751f\u6578\u5b78\u5efa\u6a21\u7af6\u8cfd\u512a\u79c0\u6307\u5c0e\u6559\u5e2b, 2017(\u4e8c\u5341\u4e94\u9031\u5e74), 2022(\u4e09\u5341\u9031\u5e74)<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">FST Research Excellence Award, 2017, University of Macau.<\/span><\/li>\n<li><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\"><span style=\"font-family: 'times new roman', times, serif;font-size: 14pt;color: #000000\">Travel grant award for PIMs, Mathematical Science Research Institute, Berkeley, CA, USA, 2010<\/span><\/span><br><hr>\n<\/li>\n<\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-39089e9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"39089e9\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-038564e\" data-id=\"038564e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-344a88c elementor-widget elementor-widget-text-editor\" data-id=\"344a88c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">Contact Details<\/span><\/h3><p style=\"font-weight: 400\"><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">Faculty of Science and Technology\u00a0<\/span><br \/><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">University of Macau, Avenida da Universidade, Taipa,\u00a0<\/span><br \/><span style=\"font-size: 14pt;font-family: 'times new roman', times, serif;color: #000000\">Macau, China<\/span><\/p><p><span style=\"color: #000000;font-size: 14pt;font-family: 'times new roman', times, serif\">Room: E11-3072<\/span><br \/><span style=\"color: #000000;font-size: 14pt;font-family: 'times new roman', times, serif\">Telephone: (853) 8822-4494 <\/span><br \/><span style=\"color: #000000;font-size: 14pt;font-family: 'times new roman', times, serif\">Fax: (853) 8822-2426 <\/span><br \/><span style=\"color: #000000;font-size: 14pt;font-family: 'times new roman', times, serif\">Email: liuzhi@um.edu.mo<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u00a0 Zhi LIUProfessor Department of MathematicsFaculty of Science and Technology\u00a0University of Macau I am a Professor at the Department of Mathematics,\u00a0and an Affiliate Researcher at the\u00a0Center for Applied Mathematics, the\u00a0APAEM, and the\u00a0Center for Artificial Intelligence and Robotics,\u00a0at the University of Macau.\u00a0Here is my\u00a0Google Scholar\u00a0page.\u00a0 I finished my Ph.D. in Statistics at the Hong Kong University &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.fst.um.edu.mo\/personal\/liuzhi\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Zhi LIU&#8221;<\/span><\/a><\/p>\n","protected":false},"author":54,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_canvas","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1019","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1019","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/users\/54"}],"replies":[{"embeddable":true,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/comments?post=1019"}],"version-history":[{"count":20,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1019\/revisions"}],"predecessor-version":[{"id":55217,"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/pages\/1019\/revisions\/55217"}],"wp:attachment":[{"href":"https:\/\/www.fst.um.edu.mo\/personal\/wp-json\/wp\/v2\/media?parent=1019"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}