{"id":12148,"date":"2026-01-26T17:44:09","date_gmt":"2026-01-26T08:44:09","guid":{"rendered":"https:\/\/www.ibs.re.kr\/bimag\/?post_type=tribe_events&#038;p=12148"},"modified":"2026-01-26T17:45:37","modified_gmt":"2026-01-26T08:45:37","slug":"toward-a-foundation-model-for-molecular-tasks-sungbin-lim","status":"publish","type":"tribe_events","link":"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/","title":{"rendered":"Toward a Foundation Model for Molecular Tasks &#8211; Sungbin Lim"},"content":{"rendered":"<p><strong>Abstract<\/strong><\/p>\n<p>(\uad6d\ubb38) \ucd5c\uadfc \uac70\ub300\uc5b8\uc5b4\ubaa8\ub378(LLM)\uc744 \uae30\uc220\uc758 \ubc1c\uc804\uc740 AI4Science \ubd84\uc57c\uc5d0\uc11c Foundation Model \uac1c\ubc1c\uc5d0 \ub300\ud55c \uc138\uacc4\uc801\uc778 \uad00\uc2ec\uc744 \ucd09\ubc1c\ud558\uc600\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc2e0\uc57d \ubc0f \uc2e0\uc18c\uc7ac \uac1c\ubc1c\uc5d0 \uc5f0\uacc4\ub41c Molecular \ub3c4\uba54\uc778\uc5d0\uc11c\uc758 Foundation Model \uc5f0\uad6c\ub294 \ub9c9\ub300\ud55c \uc0b0\uc5c5\uc801 \uc601\ud5a5\ub825\uacfc \uac00\uce58\ub97c \uac00\uc9c0\uace0 \uc788\ub2e4. \ubcf8 \ubc1c\ud45c\uc5d0\uc11c\ub294 \ubd84\uc790 \uad6c\uc870 \uc0dd\uc131, \ubb3c\uc131, \ubc0f \ubc18\uc751 \uc608\uce21 \ubb38\uc81c\uc5d0 \uc801\uc6a9\ub418\uae30 \uc704\ud574 \ud544\uc694\ud55c Multimodal LLM \uc5f0\uad6c \uc131\uacfc\uc640 \ubc29\ud5a5\uc131\uc744 \uc18c\uac1c\ud558\uace0\uc790 \ud55c\ub2e4.<\/p>\n<p>(English) The advancement of Large Language Models (LLMs) is drawing huge interest in developing Foundation Models for the field of AI4Science. In particular,\u00a0 Foundation Model research within the molecular domain, specifically linked to drug discovery and advanced materials, holds immense industrial impact and value. In this presentation, we introduce recent achievements in Multimodal LLM research for molecular structure generation, property prediction, and chemical reaction forecasting. This is a joint work with LG AI Research.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract (\uad6d\ubb38) \ucd5c\uadfc \uac70\ub300\uc5b8\uc5b4\ubaa8\ub378(LLM)\uc744 \uae30\uc220\uc758 \ubc1c\uc804\uc740 AI4Science \ubd84\uc57c\uc5d0\uc11c Foundation Model \uac1c\ubc1c\uc5d0 \ub300\ud55c \uc138\uacc4\uc801\uc778 \uad00\uc2ec\uc744 \ucd09\ubc1c\ud558\uc600\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc2e0\uc57d \ubc0f \uc2e0\uc18c\uc7ac \uac1c\ubc1c\uc5d0 \uc5f0\uacc4\ub41c Molecular \ub3c4\uba54\uc778\uc5d0\uc11c\uc758 Foundation Model \uc5f0\uad6c\ub294 \ub9c9\ub300\ud55c \uc0b0\uc5c5\uc801 \uc601\ud5a5\ub825\uacfc &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Toward a Foundation Model for Molecular Tasks &#8211; Sungbin Lim&#8221;<\/span><\/a><\/p>\n","protected":false},"author":11,"featured_media":0,"template":"","meta":{"_editorskit_title_hidden":false,"_editorskit_reading_time":0,"_editorskit_is_block_options_detached":false,"_editorskit_block_options_position":"{}","_uag_custom_page_level_css":"","_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[220],"class_list":["post-12148","tribe_events","type-tribe_events","status-publish","hentry","tribe_events_cat-biomedical-mathematics-seminar","cat_biomedical-mathematics-seminar"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Toward a Foundation Model for Molecular Tasks - Sungbin Lim - Biomedical Mathematics Group<\/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:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Toward a Foundation Model for Molecular Tasks - Sungbin Lim - Biomedical Mathematics Group\" \/>\n<meta property=\"og:description\" content=\"Abstract (\uad6d\ubb38) \ucd5c\uadfc \uac70\ub300\uc5b8\uc5b4\ubaa8\ub378(LLM)\uc744 \uae30\uc220\uc758 \ubc1c\uc804\uc740 AI4Science \ubd84\uc57c\uc5d0\uc11c Foundation Model \uac1c\ubc1c\uc5d0 \ub300\ud55c \uc138\uacc4\uc801\uc778 \uad00\uc2ec\uc744 \ucd09\ubc1c\ud558\uc600\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc2e0\uc57d \ubc0f \uc2e0\uc18c\uc7ac \uac1c\ubc1c\uc5d0 \uc5f0\uacc4\ub41c Molecular \ub3c4\uba54\uc778\uc5d0\uc11c\uc758 Foundation Model \uc5f0\uad6c\ub294 \ub9c9\ub300\ud55c \uc0b0\uc5c5\uc801 \uc601\ud5a5\ub825\uacfc &hellip; 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Continue reading \"Toward a Foundation Model for Molecular Tasks &#8211; Sungbin Lim\"","og_url":"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/","og_site_name":"Biomedical Mathematics Group","article_modified_time":"2026-01-26T08:45:37+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/","url":"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/","name":"Toward a Foundation Model for Molecular Tasks - Sungbin Lim - Biomedical Mathematics Group","isPartOf":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/#website"},"datePublished":"2026-01-26T08:44:09+00:00","dateModified":"2026-01-26T08:45:37+00:00","breadcrumb":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.ibs.re.kr\/bimag\/event\/toward-a-foundation-model-for-molecular-tasks-sungbin-lim\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.ibs.re.kr\/bimag\/"},{"@type":"ListItem","position":2,"name":"Events","item":"https:\/\/www.ibs.re.kr\/bimag\/events\/"},{"@type":"ListItem","position":3,"name":"Toward a Foundation Model for Molecular Tasks &#8211; Sungbin Lim"}]},{"@type":"WebSite","@id":"https:\/\/www.ibs.re.kr\/bimag\/#website","url":"https:\/\/www.ibs.re.kr\/bimag\/","name":"Biomedical Mathematics Group","description":"\uae30\ucd08\uacfc\ud559\uc5f0\uad6c\uc6d0 \uc758\uc0dd\uba85\uc218\ud559\uadf8\ub8f9","publisher":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.ibs.re.kr\/bimag\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.ibs.re.kr\/bimag\/#organization","name":"IBS Biomedical Mathematics Group","url":"https:\/\/www.ibs.re.kr\/bimag\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.ibs.re.kr\/bimag\/#\/schema\/logo\/image\/","url":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2021\/02\/ibs-circle-1.png","contentUrl":"https:\/\/www.ibs.re.kr\/bimag\/cms\/wp-content\/uploads\/2021\/02\/ibs-circle-1.png","width":250,"height":250,"caption":"IBS Biomedical Mathematics Group"},"image":{"@id":"https:\/\/www.ibs.re.kr\/bimag\/#\/schema\/logo\/image\/"}}]}},"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"dimag-thumbnail":false,"twentyseventeen-featured-image":false,"twentyseventeen-thumbnail-avatar":false},"uagb_author_info":{"display_name":"Gyuyoung","author_link":"https:\/\/www.ibs.re.kr\/bimag\/author\/gyuyoung\/"},"uagb_comment_info":0,"uagb_excerpt":"Abstract (\uad6d\ubb38) \ucd5c\uadfc \uac70\ub300\uc5b8\uc5b4\ubaa8\ub378(LLM)\uc744 \uae30\uc220\uc758 \ubc1c\uc804\uc740 AI4Science \ubd84\uc57c\uc5d0\uc11c Foundation Model \uac1c\ubc1c\uc5d0 \ub300\ud55c \uc138\uacc4\uc801\uc778 \uad00\uc2ec\uc744 \ucd09\ubc1c\ud558\uc600\ub2e4. \uadf8 \uc911\uc5d0\uc11c\ub3c4 \uc2e0\uc57d \ubc0f \uc2e0\uc18c\uc7ac \uac1c\ubc1c\uc5d0 \uc5f0\uacc4\ub41c Molecular \ub3c4\uba54\uc778\uc5d0\uc11c\uc758 Foundation Model \uc5f0\uad6c\ub294 \ub9c9\ub300\ud55c \uc0b0\uc5c5\uc801 \uc601\ud5a5\ub825\uacfc &hellip; Continue reading \"Toward a Foundation Model for Molecular Tasks &#8211; Sungbin Lim\"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events\/12148","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/users\/11"}],"version-history":[{"count":3,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events\/12148\/revisions"}],"predecessor-version":[{"id":12153,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events\/12148\/revisions\/12153"}],"wp:attachment":[{"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/media?parent=12148"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tags?post=12148"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/www.ibs.re.kr\/bimag\/wp-json\/wp\/v2\/tribe_events_cat?post=12148"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}