{"id":23,"date":"2022-04-17T15:36:35","date_gmt":"2022-04-17T06:36:35","guid":{"rendered":"https:\/\/ie.unist.ac.kr\/new\/?page_id=23"},"modified":"2025-11-05T11:37:06","modified_gmt":"2025-11-05T02:37:06","slug":"research-activities","status":"publish","type":"page","link":"https:\/\/ie.unist.ac.kr\/eng\/research-activities\/","title":{"rendered":"Research Activities"},"content":{"rendered":"[vc_row row_type=&#8221;row&#8221; text_align=&#8221;left&#8221; css_animation=&#8221;&#8221; el_class=&#8221;page_submenu&#8221;][vc_column][vc_column_text]\n<ul class=\"submenu col_4\">\n<li><a href=\"\/eng\/?p=23\/\"><strong>Research Activities<\/strong><\/a><\/li>\n<li><a href=\"\/eng\/?p=358\/\">Laboratory<\/a><\/li>\n<li><a href=\"\/eng\/?p=25\/\">Research Center<\/a><\/li>\n<li><a href=\"\/eng\/?p=24\/\">Research Result<\/a><\/li>\n<\/ul>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row row_type=&#8221;section&#8221; type=&#8221;grid&#8221; text_align=&#8221;left&#8221; video=&#8221;&#8221; el_class=&#8221;react_wrap&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/eng\/wp-content\/uploads\/2021\/11\/pf_photo1.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Comuzzi Marco<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">smart service, smart business &amp; finance<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">data mining, machine learning algorithms (federated learning, representation learning), industrial AI<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/eng\/wp-content\/uploads\/2021\/11\/pf_photo2.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Sungil Kim<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">smart manufacturing, smart transportation and logistics<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">statistical process monitoring, anomaly detection, industrial AI, statistical modeling<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row row_type=&#8221;section&#8221; type=&#8221;grid&#8221; text_align=&#8221;left&#8221; video=&#8221;&#8221; el_class=&#8221;react_wrap&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/eng\/wp-content\/uploads\/2021\/11\/pf_photo3.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Chiehyeon Lim<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">smart manufacturing, smart service, smart healthcare<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">knowledge service engineering, service intelligence, knowledge discovery<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/wp-content\/uploads\/2025\/03\/%EA%B9%80%EC%98%81%EB%8C%80.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Youngdae Kim<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">Accelerated Optimization Laboratory<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">GPU-accelerated and AI-enhanced mathematical optimization, Integration of mathematical optimization with AI, Energy system optimization<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row row_type=&#8221;section&#8221; type=&#8221;grid&#8221; text_align=&#8221;left&#8221; video=&#8221;&#8221; el_class=&#8221;react_wrap&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/eng\/wp-content\/uploads\/2021\/11\/pf_photo5.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Yongjae Lee<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">smart service, smart business &amp; finance<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">financial engineering (financial data analysis and financial planning for individuals and institutions)<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/wp-content\/uploads\/2023\/04\/\ubc15\uc0c8\ub86c-\uad50\uc218\ub2d8-\uc0ac\uc9c4-\ud06c\uae30\uc870\uc815.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Saerom Park<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">Smart Healthcare, Statistical Machine Learning<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">Privacy-preserving Machine Learning, Artificial Intelligence Security<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row row_type=&#8221;section&#8221; type=&#8221;grid&#8221; text_align=&#8221;left&#8221; video=&#8221;&#8221; el_class=&#8221;react_wrap&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/eng\/wp-content\/uploads\/2021\/11\/pf_photo8.jpg\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Gisoo Kim<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">smart healthcare, statistical machine learning &amp; reinforcement learning<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">statistical theory and decision making algorithms (bandit algorithms, causal inference based decision making)<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/wp-content\/uploads\/2022\/06\/\ud06c\uae30\ubcc0\ud658\uc784\ub3d9\uc601-\uad50\uc218\ub2d8.jpg \" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Dong-Young Lim<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">statistical machine learning &amp; reinforcement learning, smart business &amp; finance<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">machine learning theory and algorithm, financial engineering\/mathematics, Fintech<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][\/vc_row][vc_row row_type=&#8221;section&#8221; type=&#8221;grid&#8221; text_align=&#8221;left&#8221; video=&#8221;&#8221; el_class=&#8221;react_wrap&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_column_text]\n<div class=\"reactbox\">\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full\" src=\"https:\/\/ie.unist.ac.kr\/eng\/wp-content\/uploads\/2025\/11\/\ub098\ud615\ud638.png\" alt=\"\" width=\"180\" height=\"170\" \/><\/p>\n<ul class=\"pf_info\">\n<li>\n<div class=\"pf_label\">Professor<\/div>\n<div class=\"pf_txt\">Hyungho Na<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Research<\/div>\n<div class=\"pf_txt\">Autonomous Systems and Decision-making Laboratory (ASDL)<\/div>\n<\/li>\n<li>\n<div class=\"pf_label\">Speciality<\/div>\n<div class=\"pf_txt\">Reinforcement Learning, Multi-Agent Systems, AI-based Decision-making, Autonomous Systems and Operations<\/div>\n<\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][\/vc_column][\/vc_row]\n","protected":false},"excerpt":{"rendered":"<p>[vc_row row_type=&#8221;row&#8221; text_align=&#8221;left&#8221; css_animation=&#8221;&#8221; el_class=&#8221;page_submenu&#8221;][vc_column][vc_column_text] Research Activities Laboratory Research Center Research Result [\/vc_column_text][\/vc_column][\/vc_row][vc_row row_type=&#8221;section&#8221; type=&#8221;grid&#8221; text_align=&#8221;left&#8221; video=&#8221;&#8221; el_class=&#8221;react_wrap&#8221;][vc_column width=&#8221;1\/2&#8243;][vc_column_text] Professor Comuzzi Marco Research smart service, smart business &amp; finance Speciality data mining, machine learning algorithms (federated learning, representation learning), industrial AI [\/vc_column_text][\/vc_column][vc_column width=&#8221;1\/2&#8243;][vc_column_text] Professor Sungil&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"full_width.php","meta":{"footnotes":""},"class_list":["post-23","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/pages\/23","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/comments?post=23"}],"version-history":[{"count":42,"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/pages\/23\/revisions"}],"predecessor-version":[{"id":1445,"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/pages\/23\/revisions\/1445"}],"wp:attachment":[{"href":"https:\/\/ie.unist.ac.kr\/eng\/wp-json\/wp\/v2\/media?parent=23"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}