{"id":358,"date":"2021-11-04T16:16:10","date_gmt":"2021-11-04T07:16:10","guid":{"rendered":"https:\/\/cse.unist.ac.kr\/?page_id=358"},"modified":"2025-09-08T09:30:39","modified_gmt":"2025-09-08T00:30:39","slug":"laboratory","status":"publish","type":"page","link":"https:\/\/cse.unist.ac.kr\/eng\/laboratory\/","title":{"rendered":"Laboratory"},"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\/\">Research Activities<\/a><\/li>\n<li><a href=\"\/eng\/?p=358\/\"><strong>Laboratory<\/strong><\/a><\/li>\n<li><a href=\"\/eng\/?p=25\/\">Research Center<\/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;][vc_column][vc_tabs style=&#8221;horizontal&#8221; el_class=&#8221;tabs_stRound lab&#8221;][vc_tab title=&#8221;Artificial Intelligence&amp;Data Science&#8221; tab_id=&#8221;f8c4a4f1-08fa-3&#8243;][vc_column_text]\n<p>I am text block. Click edit button to change this text. Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p>\n[\/vc_column_text][vc_column_text]\n<div class=\"page_lab top\">\n<p>&nbsp;<\/p>\n<ul class=\"btn_list\">\n<li><a href=\"#tab_cont4\">\u00b7 Tactile Interaction(TACT) Lab<\/a><\/li>\n<li><a href=\"#tab_cont5\">\u00b7 UNIST Vision and Learning Lab<\/a><\/li>\n<li><a href=\"#tab_cont11\">\u00b7 3D Vision &amp; Robotics Lab\u00a0<\/a><\/li>\n<li><a href=\"#tab_cont13\">\u00b7 Machine Learning, Vision and Language Lab<\/a><\/li>\n<li><a href=\"#tab_cont15\">\u00b7 intelligent Visualizatoin and HCI<\/a><\/li>\n<li><a href=\"#tab_cont16\">\u00b7 MOD-Lab<\/a><\/li>\n<li><a href=\"#tab_cont21\">\u00b7 Ubiquitous AI Lab<\/a><\/li>\n<li><\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont4&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"HCI Lab\">\n<caption>Tactile Interaction(TACT) Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Tactile Interaction(TACT) Lab<a class=\"link\" title=\"Open New Window\" href=\"http:\/\/tactlab.org\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Jaeyeon Lee<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Human-Computer Interaction<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">\n<div>In the TACT Lab, we are dedicated to engineering the future of computer interfaces. We focus on developing hardware interfaces that enable direct and seamless information exchange between users and computers. In the ever-evolving computing landscape, adapting and exploring new possibilities for interaction is essential. Our lab is committed to pushing the boundaries of what is possible by designing rich and intuitive interactions based on understanding human haptic perception and innovative hardware interfaces.<\/div>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont5&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"UNIST Vision and Learning Lab\">\n<caption>UNIST Vision and Learning Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">UNIST Vision and Learning Lab<a class=\"link\" title=\"Open New Window\" href=\"http:\/\/vision.unist.ac.kr\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Seungryul Baek<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Computer Vision<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">The mission of our lab is to develop the cutting-edge computer vision and machine(deep) learning algorithms. In particular, our lab is focusing on the various computer vision applications including 3D pose estimation and action\/gesture recognition of human bodies, faces and hands, 3D reconstruction of objects and scenes, scene and object recognition. We are also concerning about the insufficient data issues in computer vision problem and try to solve it via synthesizing realistic data using GAN, self-supervision, weakly supervised learning, active learning, domain adaptation methods.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont8&#8243;][\/vc_column_text][vc_column_text el_id=&#8221;tab_cont11&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"RVI Lab\">\n<caption>RVI Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">3D Vision &amp; Robotics\u00a0 Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/vision3d-lab.unist.info\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Kyungdon Joo<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">3D Vision, Computer Vision, Robot Vision, Machine learning<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">3D Vision &amp; Robotics Lab\u00a0 mainly focuses on 3D computer vision with a particular focus on geometric and physical aspects. Specifically, our goal is to give the capability to a system (e.g., robots and autonomous vehicles) to understand and interpret various data in a manner that is similar to the way humans use their senses to relate to the world around them. To achieve this goal, our research group focuses on processing and analyzing various sensor data such as image, video, 3D point cloud, and other sensory data. Currently, we are working on the following research agenda: structural understanding (structural perspective) of indoor scenes, 3D perception (e.g., depth estimation, localization) for intelligent agents such as autonomous vehicles, 3D reconstruction, SLAM, sensor fusion.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont13&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Machine Learning, Vision and Language Lab\">\n<caption>Machine Learning, Vision and Language Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Machine Learning, Vision and Language Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/sites.google.com\/view\/taehwankim\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Taehwan Kim<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Machine Learning and applications to Computer Vision and Language Processing<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Our lab aims to help understanding and implement human intelligence for most common communication media: vision, speech, and natural language. Since they are connected and correlated to each other, we work on developing effective and efficient machine learning models for multi-modalities, focused on deep sequential and generative models. The specific applications include creative AI to generate image, voice, and\/or dialogues, and time-series analysis.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text]<!--[vc_column_text el_id=\"tab_cont15\"]\n\n\n<div class=\"page_lab\">\n\n\n<table class=\"tbl_st4\" summary=\"intelligent Visualizatoin and HCI\">\n\n\n<caption>intelligent Visualizatoin and HCI<\/caption>\n\n\n\n\n<colgroup>\n\n\n<col width=\"13%\" \/>\n\n\n<col width=\"17%\" \/>\n\n\n<col width=\"13%\" \/>\n\n\n<col width=\"57%\" \/> <\/colgroup>\n\n\n\n\n<thead>\n\n\n<tr>\n\n\n<th colspan=\"4\">intelligent Visualizatoin and HCI<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/ivader.unist.ac.kr\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n\n\n<\/tr>\n\n\n<\/thead>\n\n\n\n\n<tbody>\n\n\n<tr>\n\n\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n\n\n\n\n<td class=\"border_db_r ta_l\">Sungahn Ko<\/td>\n\n\n\n\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n\n\n\n\n<td class=\"ta_l\">AI, HCI, Visualization, Visual Analytics<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n\n\n\n\n<td class=\"ta_l\" colspan=\"3\">We aim at developing AI+Visualization+HCI systems and techniques with fun and creativity which can improve human lives. We evaluate our research results by conducting deployment and user studies.<\/td>\n\n\n<\/tr>\n\n\n<\/tbody>\n\n\n<\/table>\n\n\n<\/div>\n\n\n[\/vc_column_text]-->[vc_column_text el_id=&#8221;tab_cont16&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"MOD-Lab\">\n<caption>intelligent Visualizatoin and HCI<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">MOD-Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/sites.google.com\/view\/mod-lab\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Junghoon Kim<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Data Mining, Social Network Analysis<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Our team aims to solve novel research problems in the management of large-scale social media and information systems that surpass traditional boundaries of technology. We are particularly interested in graph data management, network science, and social network analysis problems.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont21&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"MOD-Lab\">\n<caption>Ubiquitous AI Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Ubiquitous AI Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/sites.google.com\/view\/uailab\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Taesik Gong<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Artificial Intelligence, On-Device AI, AI Personalization, Ubiquitous Computing<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Our lab\u2019s research is at the intersection of cutting-edge AI and its seamless integration into real-world applications, focusing on enhancing user experiences through intelligent, adaptive, and efficient on-device AI systems. We currently explore three primary research areas (but not limited to) that collectively aim to push the boundaries of AI technology, making it more human-centered, personalized, and resource-efficient: (1) Human-Centered AI Applications, (2) Adaptive and Personalized AI, and (3) Efficient On-Device AI Systems.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][\/vc_tab][vc_tab title=&#8221;Security&amp;Crypto&#8221; tab_id=&#8221;117fa0dd-0553-0&#8243;][vc_column_text]\n<div class=\"page_lab top\">\n<ul class=\"btn_list\"><!--\n \t\n\n<li><a href=\"#tab_cont2\">\u00b7 Secure Software Lab (S2Lab)<\/a><\/li>\n\n\n--><\/p>\n<li><a href=\"#tab_cont6\">\u00b7 Applied Cryptography Lab<\/a><\/li>\n<li><a href=\"#tab_cont9\">\u00b7 Software Testing and Analysis Research (STAR) Lab<\/a><\/li>\n<li><a href=\"#tab_cont16\">\u00b7 Computer Systems Security Lab<\/a><\/li>\n<li><a href=\"#tab_cont20\">\u00b7 Lab of Software (LOFT)<\/a><\/li>\n<li><a href=\"#tab_cont22\">\u00b7 Web Security (WebSec) Lab<\/a><\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text]<!--[vc_column_text el_id=\"tab_cont2\"]\n\n\n<div class=\"page_lab\">\n\n\n<table class=\"tbl_st4\" summary=\"Secure Software Lab (S2Lab)\">\n\n\n<caption>Secure Software Lab (S2Lab)<\/caption>\n\n\n\n\n<colgroup>\n\n\n<col width=\"13%\" \/>\n\n\n<col width=\"17%\" \/>\n\n\n<col width=\"13%\" \/>\n\n\n<col width=\"57%\" \/> <\/colgroup>\n\n\n\n\n<thead>\n\n\n<tr>\n\n\n<th colspan=\"4\">Secure Software Lab (S2Lab)<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/ysjeon.net\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n\n\n<\/tr>\n\n\n<\/thead>\n\n\n\n\n<tbody>\n\n\n<tr>\n\n\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n\n\n\n\n<td class=\"border_db_r ta_l\">Yuseok Jeon<\/td>\n\n\n\n\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n\n\n\n\n<td class=\"ta_l\">Software security, System Security, RUST security, Container security, Autonomous driving security<\/td>\n\n\n<\/tr>\n\n\n\n\n<tr>\n\n\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n\n\n\n\n<td class=\"ta_l\" colspan=\"3\">S2Lab (Secure Software Lab) is a lab dedicated to software and systems security problems. In particular, our research focus is designing and implementing advanced bug sanitization and mitigation techniques to protect operating systems and user applications in existing and emerging areas (e.g., autonomous driving, drones) by leveraging compiler-based, fuzzing, and AI technologies.<\/td>\n\n\n<\/tr>\n\n\n<\/tbody>\n\n\n<\/table>\n\n\n<\/div>\n\n\n[\/vc_column_text]-->[vc_column_text el_id=&#8221;tab_cont9&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Software Testing and Analysis Research (STAR) Lab\">\n<caption>Software Testing and Analysis Research (STAR) Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Software Testing and Analysis Research (STAR) Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/mijungk.github.io\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Mijung Kim<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Software Engineering, Software Testing, Program Analaysis<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">We conduct research in software engineering with an emphasis on software testing and program analysis. The goal of our research is to achieve the reliability and trustworthiness of software in the artificial intelligence domain. We develop automated techniques for detecting faults and security vulnerabilities on autonomous driving systems, machine learning frameworks, and Android applications.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont16&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Computer Systems Security Lab\">\n<caption>Computer Systems Security Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Computer Systems Security Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/cssl.unist.ac.kr\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Hyungon Moon<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Computer Security, Computer Architecture, Operating Systems, Program analysis, Machine Learning<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">We aim to establish a secure computer system that spans from data centers (cloud) through mobile system and IoT systems running our everyday computation tasks.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont20&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Programming Languages and Software Engineering Lab (PLaSE)\">\n<caption>Lab of Software (LOFT)<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Lab of Software (LOFT)<a class=\"link\" title=\"Open New Window\" href=\"http:\/\/www.jooyongyi.com\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Jooyong Yi<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Program Analysis, Program Repair, Software Testing and Debugging<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">At LOFT (Lab of sOFTware), we develop software for software. As commonly said, software is everywhere. It is on your smartphone, your laptop computer, and servers running all kinds of software you use daily. At our lab, we build software that takes as input any software and finds various problems of the software, and more importantly, fixes the detected problems automatically and guarantees the correctness of the fixed software. The techniques developed in our lab contribute to making software that supports rather than governs us.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont22&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Programming Languages and Software Engineering Lab (PLaSE)\">\n<caption>Web Security (WebSec) Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/><\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Web Security (WebSec) Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/websec-lab.github.io\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Seongil Wi<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Computer Security, Web Security, Software Security, Browser Security<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">We conduct research and develop technologies aimed at enhancing the security of the universal interface\u2014the Web.\u00a0Our primary goal is to contribute to the global effort of ensuring the security of the world&#8217;s web by proactively detecting and reporting web threats. We achieve this through various cutting-edge technologies, including penetration testing, fuzz testing, static analysis, and artificial intelligence.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][\/vc_tab][vc_tab title=&#8221;Systems&#8221; tab_id=&#8221;1646961587775-2-8&#8243;][vc_column_text]\n<div class=\"page_lab top\">\n<ul class=\"btn_list\">\n<li><a href=\"#tab_cont12\">\u00b7 Embedded AI Lab<\/a><\/li>\n<li><a href=\"#tab_cont14\">\u00b7 NECSST<\/a><\/li>\n<li><a href=\"#tab_cont17\">\u00b7 System Software Laboratory<\/a><\/li>\n<li><a href=\"#tab_cont18\">\u00b7 Intelligent System Software Lab<\/a><\/li>\n<li><a href=\"#tab_cont19\">\u00b7 Next-generation Networks and Systems Laboratory<\/a><\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont7&#8243;][\/vc_column_text][vc_column_text el_id=&#8221;tab_cont12&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Embedded AI Lab\">\n<caption>Embedded AI Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Embedded AI Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/sites.google.com\/view\/embeddedai\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Seulki Lee<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Embedded Systems, Machine Learning, Mobile Computing<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Embedded Artificial Intelligence (EAI) Lab aims to make resource-constrained real-time and embedded sensing systems capable of learning, adapting, and evolving, which facilitates Embedded AI. We have a vision that Embedded AI will enable billions of computing devices to learn, evolve, and adapt by themselves without requiring any help from other systems or humans. When those self-learning devices are connected together, they will be able to facilitate collective intelligence by learning from each other and exchanging the knowledge learned on each device, providing better insights and making better decisions. Our lab pursues excellence in research by relentlessly pushing forward state-of-the-art science and technology via disruptive ideas, game-changing perspectives, and collaboration. In our lab, we find exciting research problems and solve them, making the world a better place with real impacts. We believe in the future and people and enjoy our research. We try to be the first to take the challenge, overcome the difficulties, solve the problems, and make the world a better place.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont14&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"NECSST\">\n<caption>NECSST<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">NECSST<a class=\"link\" title=\"Open New Window\" href=\"http:\/\/next.unist.ac.kr\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Sam H. Noh<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Operating system, Systems for big data and deep learning, Persistent Memory, Flash memory<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Our lab conducts research on system software issues in today&#8217;s computing infrastructure ranging from embedded systems to large scale systems such as cloud and warehouse scale computers, with a special focus on flash memory based storage devices and non-volatile memory based systems.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont17&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"System Software Laboratory\">\n<caption>System Software Laboratory<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">System Software Laboratory<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/sites.google.com\/site\/youngrichoiunist\/ssl\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Young-ri Choi<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Computer Systems, System Software, Cloud computing, Machine learning platforms, Storage systems, Big data analytics platforms, High performance computing<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">The main goal of my research is to develop computer systems and system software technologies for supporting new classes of large-scale applications including machine learning and big data analytics efficiently on top of evolving hardware technologies such as accelerators and non-volatile memory.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont18&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Intelligent System Software Lab\">\n<caption>Intelligent System Software Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Intelligent System Software Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/issl.unist.ac.kr\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Woongki Baek<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">System Software, Machine Learning Systems, Parallel and Distributed Computing, Computer Systems Security<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Intelligent System Software Lab (ISSL) investigates innovative system software techniques that significantly improve the performance, efficiency, security, and reliability of computer systems. We take a vertically integrated research approach to maximize the synergistic effects across the entire computer system hierarchy including computer architecture, system software, runtimes, and applications. Currently, we focus on the following research projects \u2013 (1) system software for high-performance and efficient machine learning, (2) machine learning-augmented system software, (3) scalable and efficient parallel and distributed computing, (4) system software for large-scale and emerging memory systems, and (5) computer systems security.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont19&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Next-generation Networks and Systems Laboratory\">\n<caption>Next-generation Networks and Systems Laboratory<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Next-generation Networks and Systems Laboratory<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/n2sl.github.io\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Youngbin Im<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Network System, Large-Scale System, Mobile System, Emerging Application, AI-based Networking\/System<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">N2SL&#8217;s research focuses on building and deploying practical systems that span multiple disciplines, including network systems, wireless networks, operating systems, big data processing, and machine learning. Especially, we are working on the research themes including bridging theory and practice in system research, AI-based diagnosis and management of large-scale systems, supporting emerging applications in next-generation networks, new types of computing systems.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][\/vc_tab][vc_tab title=&#8221;Etc&#8221; tab_id=&#8221;1646961594106-3-9&#8243;][vc_column_text]\n<div class=\"page_lab top\">\n<ul class=\"btn_list\">\n<li><a href=\"#tab_cont3\">\u00b7 Geometric Algorithms Lab<\/a><\/li>\n<\/ul>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont3&#8243;]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Geometric Algorithms Lab\">\n<caption>Geometric Algorithms Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">Geometric Algorithms Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/algo.unist.ac.kr\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Antoine Vigneron<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Computational geometry, algorithms design and analysis, computational complexity, experimental algorithmics<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">We conduct research in computational geometry, and we focus on the design and analysis of worst-case efficient algorithms for geometric problems.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][\/vc_tab][\/vc_tabs][\/vc_column][\/vc_row]\n<div class=\"page_lab\">\n<table class=\"tbl_st4\" summary=\"Geometric Algorithms Lab\">\n<caption>Web Security (WebSec) Lab<\/caption>\n<colgroup>\n<col width=\"13%\" \/>\n<col width=\"17%\" \/>\n<col width=\"13%\" \/>\n<col width=\"57%\" \/> <\/colgroup>\n<thead>\n<tr>\n<th colspan=\"4\">NLP Lab<a class=\"link\" title=\"Open New Window\" href=\"https:\/\/nlp.unist.ac.kr\/\" target=\"_blank\" rel=\"noopener\">Website<\/a><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Professor<\/td>\n<td class=\"border_db_r ta_l\">Seung-Hoon Na<\/td>\n<td class=\"border_db_r tt_upper td_th ta_c\">Research area<\/td>\n<td class=\"ta_l\">Natural language processing<\/td>\n<\/tr>\n<tr>\n<td class=\"border_db_r tt_upper td_th\">Description<\/td>\n<td class=\"ta_l\" colspan=\"3\">Our\u00a0 NLP lab&#8217;s ultimate goal is to build an Artificial General Language Intelligence (AGLI) based on System 2 thinking, which simulates human-like knowledge acquisition and\u00a0manipulation. We aim to elevate large language models (LLMs) beyond their current System 1 capabilities of short-term recall to achieve deeper cognitive skills like long-term learning and conceptual understanding. Our current research focuses on solving inefficiencies in knowledge injection and manipulation through areas like knowledge editing, efficient reasoning, and progressive expansion via MoE. In the long term, we are dedicated to establishing the foundational technologies for next-generation language intelligence that can master knowledge at a human level.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n[\/vc_column_text][vc_column_text el_id=&#8221;tab_cont24&#8243;]\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 [\/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;][vc_column][vc_tabs style=&#8221;horizontal&#8221; el_class=&#8221;tabs_stRound lab&#8221;][vc_tab title=&#8221;Artificial Intelligence&amp;Data Science&#8221; tab_id=&#8221;f8c4a4f1-08fa-3&#8243;][vc_column_text] I am text block. Click edit button to change this text. 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