{"id":170,"date":"2023-08-13T11:58:14","date_gmt":"2023-08-13T18:58:14","guid":{"rendered":"https:\/\/dornsife.usc.edu\/mirl\/?page_id=170"},"modified":"2025-11-13T16:11:27","modified_gmt":"2025-11-14T00:11:27","slug":"research-group","status":"publish","type":"page","link":"https:\/\/dornsife.usc.edu\/mirl\/research-group\/","title":{"rendered":"Research group"},"content":{"rendered":"  \n\n    \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--stacking-cards \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--stacking-cards\"\n    \n      >\n\n    \n            <div class=\"header-container\">\n                                \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Principal Investigator\n      <\/h2>\n\n\n<\/div>\n            \n                    <\/div>\n    \n            <div class=\"cards-container\">\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/the-xiaohuichen.github.io\/\" \n         target=\"_blank\"                 class=\"\" \n      >Xiaohui Chen<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p>Associate Professor of Mathematics<em><br \/>\nEmail<\/em>: <a href=\"mailto:xiaohuic@usc.edu\">xiaohuic@usc.edu<\/a><\/p>\n<p><strong>Research interest<\/strong>:\u00a0high-dimensional statistics, machine learning, optimal transport.<\/p>\n<p><strong>Experience<\/strong>:<\/p>\n<ul>\n<li>Associate Professor of Mathematics, University of Southern California, 2023 &#8211; Present<\/li>\n<li>Adjunct Associate Professor, Department of Statistics, University of Illinois at Urbana-Champaign, 2023 &#8211; Present<\/li>\n<li>Associate Professor of Statistics, University of Illinois at Urbana-Champaign, 2019 &#8211; 2023<\/li>\n<li>Assistant Professor of Statistics, University of Illinois at Urbana-Champaign, 2013 &#8211; 2019<\/li>\n<li>Visiting Faculty, <a href=\"https:\/\/idss.mit.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Institute for Data, Systems, and Society (IDSS)<\/a>, Massachusetts Institute of Technology, 2019 &#8211; 2020<\/li>\n<li>Affiliated Faculty, <a href=\"https:\/\/dpi.uillinois.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Discovery Partners Institute<\/a>, University of Illinois, 2020 &#8211; 2023<\/li>\n<li>Affiliated Faculty, <a href=\"https:\/\/cse.illinois.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Computational Science and Engineering<\/a>, University of Illinois at Urbana-Champaign, 2014\u00a0&#8211; 2023<\/li>\n<li>Affiliated Faculty, <a href=\"https:\/\/informatics.ischool.illinois.edu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Informatics Programs<\/a>,\u00a0University of Illinois at Urbana-Champaign, 2014\u00a0&#8211; 2023<\/li>\n<li>Post-doc and research intern, Toyota Technological Institute at Chicago, 2011 &#8211; 2012<\/li>\n<\/ul>\n<p><strong>Education<\/strong>:<\/p>\n<ul>\n<li>Ph.D. in Electrical and Computer Engineering, University of British Columbia, 2013<br \/>\nAdvisor: <a href=\"https:\/\/people.ece.ubc.ca\/zjanew\/\" target=\"_blank\" rel=\"noopener\">Z. Jane Wang<\/a><\/li>\n<li>Master of Science in Bioinformatics, University of British Columbia, 2008<br \/>\nAdvisors: <a href=\"https:\/\/www.sib.swiss\/raphael-gottardo-group\/\" target=\"_blank\" rel=\"noopener\">Raphael Gottardo<\/a> and <a href=\"https:\/\/www.cs.ubc.ca\/~murphyk\/\" target=\"_blank\" rel=\"noopener\">Kevin P. Murphy<\/a><\/li>\n<li>Bachelor of Science, Zhejiang University, 2006<\/li>\n<\/ul>\n<p><strong>Honors and Awards<\/strong>:<\/p>\n<ul>\n<li>Simons Fellowship in Mathematics, 2020<\/li>\n<li>Associate, Center of Advanced Study, UIUC, 2020<\/li>\n<li><a href=\"https:\/\/www.icsa.org\/2010-2\/\" target=\"_blank\" rel=\"noopener\">ICSA Outstanding Young Researcher Award<\/a>, 2019<\/li>\n<li>NSF CAREER Award, 2018<\/li>\n<li>Arnold O. Beckman Award, University of Illinois, 2018<\/li>\n<\/ul>\n<p><b>Associate Editor<\/b>:<\/p>\n<ul>\n<li><em>Statistica Sinica<\/em>, 2020 &#8211; Present<\/li>\n<li><em>Canadian Journal of Statistics<\/em>, 2019 &#8211; Present<\/li>\n<\/ul>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/the-xiaohuichen.github.io\/\" target=\"_blank\" aria-label=\"Read more about Xiaohui Chen\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2023\/08\/prof_pic.jpg\"\n                    sizes=\"(min-width:1024px) 50vw, (min-width:768px) 100vw, 100vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n        <\/div>\n    \n\n  <\/div><\/div>\n\n\n\n\n                    \n  \n    \n\n\n\n\n\n\n<div\n  class=\"cc--component-container cc--stacking-cards \"\n\n  \n  \n  \n  \n  \n  \n  >\n  <div class=\"c--component c--stacking-cards\"\n    \n      >\n\n    \n            <div class=\"header-container\">\n                                \n<div class=\"f--field f--section-title\">\n\n    \n  <h2>\n          Ph.D. students\n      <\/h2>\n\n\n<\/div>\n            \n                                \n<div class=\"f--field f--description\">\n\n    \n  <p>Current Ph.D. students<\/p>\n\n\n\n<\/div>\n                    <\/div>\n    \n            <div class=\"cards-container\">\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          Pengtao Li\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p>Mathematics Ph.D. student at USC.<br \/>\n<em>Email<\/em>: <a href=\"mailto:pengtaol@usc.edu\">pengtaol@usc.edu<\/a><\/p>\n<p><strong>Research interest<\/strong>: optimal transport, machine learning.<\/p>\n<p><strong>Education<\/strong>:<\/p>\n<ul>\n<li>B.S. in Mathematics, Shandong University, 2023<\/li>\n<\/ul>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n    \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2023\/08\/Pengtao_Li-e1691900611771-600x432.jpeg\"\n                    sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/sites.google.com\/usc.edu\/inga-girshfeld\/\" \n         target=\"_blank\"                 class=\"\" \n      >Inga Girshfeld<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p>Mathematics Ph.D. student at USC.<br \/>\n<em>Email<\/em>: <a href=\"mailto:girshfel@usc.edu\">girshfel@usc.edu<\/a><\/p>\n<p><strong>Research interest<\/strong>:\u00a0 machine learning, generative models.<\/p>\n<p><strong>Education<\/strong>:<\/p>\n<ul>\n<li>B.S. in Applied Mathematics, University of California, Los Angeles<\/li>\n<\/ul>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/sites.google.com\/usc.edu\/inga-girshfeld\/\" target=\"_blank\" aria-label=\"Read more about Inga Girshfeld\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2025\/11\/Inga_Girshfeld_2-768x432.jpg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2025\/11\/Inga_Girshfeld_2-1280x720.jpg 1280w,https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2025\/11\/Inga_Girshfeld_2-768x432.jpg 768w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/francis-hsu.github.io\/\" \n         target=\"_blank\"                 class=\"\" \n      >Peng Xu<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p>Statistics Ph.D. student at UIUC.<br \/>\n<em>Email<\/em>: <a href=\"mailto:pengxu1@illinois.edu\">pengxu1@illinois.edu<\/a><\/p>\n<p><strong>Research interest<\/strong>: optimal transport, machine learning.<\/p>\n<p><strong>Education<\/strong>:<\/p>\n<ul>\n<li>M.A. in Statistics, Columbia University, 2018<\/li>\n<li>M.S. in Financial Engineering, University of Illinois at Urbana-Champaign, 2016<\/li>\n<li>B.S. in Mathematics and Statistics, University of Illinois at Urbana-Champaign, 2015<\/li>\n<li>B.S. in Finance, University of Illinois at Urbana-Champaign, 2015<\/li>\n<\/ul>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/francis-hsu.github.io\/\" target=\"_blank\" aria-label=\"Read more about Peng Xu\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2023\/08\/Peng_Xu.jpg\"\n                    sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/sites.google.com\/view\/rentianyao\/\" \n         target=\"_blank\"                 class=\"\" \n      >Rentian Yao<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p>Statistics Ph.D. student at UIUC.<br \/>\n<em>Email<\/em>: <a href=\"mailto:rentian2@illinois.edu\">rentian2@illinois.edu<\/a><\/p>\n<p><strong>Research interest<\/strong>: interacting particle systems, optimal transport, sampling.<\/p>\n<p><strong>Education<\/strong>:<\/p>\n<ul>\n<li>B.S. in Mathematics, Fudan University, 2019<\/li>\n<\/ul>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/sites.google.com\/view\/rentianyao\/\" target=\"_blank\" aria-label=\"Read more about Rentian Yao\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2023\/08\/Rentian_Yao_0-768x432.jpeg\"\n          srcset=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2023\/08\/Rentian_Yao_0-768x432.jpeg 768w\"          sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n                <div class=\"card\">\n\n                    <div class=\"title-description\">\n\n                                                      \n<div class=\"f--field f--cta-title\">\n\n    \n  <h3>\n          <a href=\"https:\/\/sites.google.com\/view\/yubo-zhuang\/\" \n         target=\"_blank\"                 class=\"\" \n      >Yubo Zhuang<\/a>\n      <\/h3>\n\n\n<\/div>\n                        \n                                                        \n<div class=\"f--field f--description\">\n\n    \n  <p>Statistics Ph.D. student at UIUC.<br \/>\n<em>Email<\/em>: <a href=\"mailto:yubo2@illinois.edu\">yubo2@illinois.edu<\/a><\/p>\n<p><strong>Research interest<\/strong>: machine learning, clustering, optimization<\/p>\n<p><strong>Education<\/strong>:<\/p>\n<ul>\n<li>M.A in Statistics, Columbia University, 2021<\/li>\n<li>B.S. in Mathematics and Applied Mathematics, Zhejiang University, 2019<\/li>\n<\/ul>\n\n\n\n<\/div>\n                        \n                    <\/div>\n\n\n                    \n                        \n                            \n<div class=\"f--field f--image\">\n\n    \n        <a href=\"https:\/\/sites.google.com\/view\/yubo-zhuang\/\" target=\"_blank\" aria-label=\"Read more about Yubo Zhuang\">\n  \n    \n    \n    \n    \n              \n      <img decoding=\"async\"\n                            src=\"https:\/\/dornsife.usc.edu\/mirl\/wp-content\/uploads\/sites\/285\/2023\/08\/Yubo_Zhuang-e1691899489956-600x432.jpg\"\n                    sizes=\"(min-width:1024px) 23vw, (min-width:768px) 39vw, 83vw\"\n        \n                  role=\"none\"\n        \n        \n                                      \/>\n\n    \n    \n  \n      <\/a>\n  \n\n<\/div>\n\n                    \n                <\/div>\n\n            \n        <\/div>\n    \n\n  <\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":466,"featured_media":227,"parent":0,"menu_order":2,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-170","page","type-page","status-publish","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Research group - Machine Intelligent Research Lab (MIRL)<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dornsife.usc.edu\/mirl\/research-group\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research group - Machine Intelligent Research Lab (MIRL)\" \/>\n<meta property=\"og:url\" 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