{"id":3060,"date":"2024-06-25T15:44:12","date_gmt":"2024-06-25T07:44:12","guid":{"rendered":"https:\/\/medicine.nus.edu.sg\/dbmi\/?page_id=3060"},"modified":"2026-08-18T11:08:20","modified_gmt":"2026-08-18T03:08:20","slug":"liu-dianbo","status":"publish","type":"page","link":"https:\/\/medicine.nus.edu.sg\/dbmi\/about-us\/faculty\/liu-dianbo\/","title":{"rendered":"Assistant Professor Liu Dianbo"},"content":{"rendered":"\n<figure itemscope itemtype=\"https:\/\/schema.org\/ImageObject\">\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/medicine.nus.edu.sg\/dbmi\/wp-content\/uploads\/sites\/27\/2024\/06\/thumbnail_photo-1-1024x1536-1.jpg\" alt=\"thumbnail_photo-1-1024x1536\" height=\"1536\" width=\"1024\" title=\"thumbnail_photo-1-1024x1536\" onerror=\"this.style.display='none'\" loading=\"lazy\" \/>\n\t<\/figure>\n\t<p><b>LIU Dianbo<\/b><\/p>\n<p>Assistant Professor, Department of Biomedical Informatics, Yong Loo Lin School of Medicine, NUS\u00a0<\/p>\n<h5>Assistant Professor,\u00a0Department of Ophthalmology, Yong Loo Lin School of Medicine<\/h5>\n\t<ul>\n\t\t<li>\t\t\t\t\n\t\t<h3><a href=\"https:\/\/www.linkedin.com\/in\/leo-dianbo-liu-45540750\/\" target=\"_self\"  aria-label=\"Go to https:\/\/www.linkedin.com\/in\/leo-dianbo-liu-45540750\/\">LinkedIn<\/a><\/h3><\/li><li>\t\t\t\t\n\t\t<h3><a href=\"mailto:dianbo@nus.edu.sg\" target=\"_self\"  aria-label=\"Go to mailto:dianbo@nus.edu.sg\">dianbo@nus.edu.sg<\/a><\/h3><\/li><li>\t\t\t\t\n\t\t<h3><a href=\"http:\/\/www.cogai4sci.com\/\" target=\"_blank\" rel=\"noopener\" aria-label=\"Go to http:\/\/www.cogai4sci.com\/\">Personal Website<\/a><\/h3><\/li>\t<\/ul>\n\t<ul role=\"tablist\">\n\t\t\t\t\t\t\t\t<li role=\"presentation\">\t\t\t\t<button type=\"button\" id=\"fl-tabs--label-0\" data-index=\"0\" role=\"tab\" aria-selected=\"true\" aria-controls=\"fl-tabs--panel-0\">\n\t\t\t\tBrief Introduction\t\t\t\t<\/button>\n\t\t\t\t<\/li>\t\t\t\t\t\t\t\t<li role=\"presentation\">\t\t\t\t<button type=\"button\" id=\"fl-tabs--label-1\" data-index=\"1\" role=\"tab\" aria-selected=\"false\" aria-controls=\"fl-tabs--panel-1\">\n\t\t\t\tTeaching Areas &#038; Research Interests\t\t\t\t<\/button>\n\t\t\t\t<\/li>\t\t\t\t\t\t\t\t<li role=\"presentation\">\t\t\t\t<button type=\"button\" id=\"fl-tabs--label-2\" data-index=\"2\" role=\"tab\" aria-selected=\"false\" aria-controls=\"fl-tabs--panel-2\">\n\t\t\t\tJournals &#038; Publications\t\t\t\t<\/button>\n\t\t\t\t<\/li>\t\t\t\t\n\t<\/ul>\n\t\t\t\t\t<button type=\"button\" data-index=\"0\" role=\"tab\" aria-selected=\"true\" aria-controls=\"fl-tabs--panel-0\">\n\t\t\t\t\t\tBrief Introduction\n\t\t\t\t\t<\/button>\n<p>Dianbo Liu is an Assistant Professor, National University of Singapore. He leads the Artificial Scientific Intelligence (ASI) Team at NUS to develop machine learning methods to enable AI to conduct autonomous research.<\/p>\n<p>The ASI team<\/p>\n<p>focuses on the following three themes of research:<\/p>\n<ol>\n<li><strong>Autoresearch:<\/strong>\u00a0Enable AI to conduct autoresearch that improves AI itself.<\/li>\n<li><strong>AI as science:<\/strong>\u00a0Treat AI as a scientific subject to systematically understand the fundamentals of AI.<\/li>\n<li><strong>AI as co-scientist:<\/strong>\u00a0Develop AI to work with humans in biomedical science development.<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p>Check more details about our team at <a href=\"https:\/\/www.asintelligence.xyz\/\">https:\/\/www.asintelligence.xyz\/<\/a><\/p>\n<p>And we are always recruiting PhD students, postdocs, visiting scholars, interns and visiting clinicians<\/p>\n\t\t\t\t\t<button type=\"button\" data-index=\"1\" role=\"tab\" aria-selected=\"false\" aria-controls=\"fl-tabs--panel-1\">\n\t\t\t\t\t\tTeaching Areas &#038; Research Interests\n\t\t\t\t\t<\/button>\n\t\t\t\t\t<button type=\"button\" data-index=\"2\" role=\"tab\" aria-selected=\"false\" aria-controls=\"fl-tabs--panel-2\">\n\t\t\t\t\t\tJournals &#038; Publications\n\t\t\t\t\t<\/button>\n\t\t\t\t\t\t<table id=\"gsc_a_t\">\n<thead>\n<tr id=\"gsc_a_tr0\" aria-hidden=\"true\">\n\n\n<\/tr>\n<tr id=\"gsc_a_trh\">\n<th scope=\"col\"><a href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=kGSzBpMAAAAJ&amp;view_op=list_works&amp;sortby=title\">Title<\/a><\/th>\n<th scope=\"col\">Year<\/th>\n<\/tr>\n<\/thead>\n<tbody id=\"gsc_a_b\">\n<tr>\n<td><a href=\"https:\/\/arxiv.org\/abs\/2510.15614v1\">HypoSpace: Evaluating LLM Creativity as Set-Valued Hypothesis Generators under Underdetermination<\/a>. ICML 2026\nChen, T., Lin, B., Yuan, Z., Zou, Q., He, H., Goyal, A., Ong, Y.-S., Liu, D. (2026).<\/td>\n<td>2026<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.researchgate.net\/publication\/400237843_Expected_Return_Causes_Outcome-Level_Mode_Collapse_in_Reinforcement_Learning_and_How_to_Fix_It_with_Inverse_Probability_Scaling\">Expected Return Causes Outcome-Level Mode Collapse in Reinforcement Learning and How to Fix It with Inverse Probability Scaling<\/a>. ICML 2026\nSinha, A., Elango, S., Liu, D.(2026).<\/td>\n<td>2026<\/td>\n<\/tr>\n<tr>\n<td>\n<a href=\"https:\/\/iovs.arvojournals.org\/article.aspx?articleid=2812655\">Re-timing Mortality Risk through Individualized Modeling of Lifespan Trajectories. Nature Biomedical Engineering 2026<\/a>\n(as co-corresponding co-last author )Xu, T., Peng, Q., Li, H., Wang, M., Zhang, J., Yu, M., Chong, C., Xue, C. C.,Zhang, X., He, H., Fu, H., Liu, D.*, Cheng, C.-Y.* (2026).\n<\/td>\n<td>2026<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/arxiv.org\/abs\/2605.20189\">SOLAR: A Self-Optimizing Open-Ended Autonomous Agent for Lifelong Learning and Continual Adaptation&#8217;, Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026). Main conference<\/a>\nVetcha, N. and Liu, D.(2026)<\/td>\n<td>2026<\/td>\n<\/tr>\n<tr>\n<td><a href=\"https:\/\/www.bing.com\/search?q=Machine%20learning%20approaches%20to%20predicting%20no-shows%20in%20pediatric%20medical%20appointment.%E2%80%9D%20NPJ%20digital%20medicine%205.1%20(2022)%3A%201-11&amp;qs=n&amp;form=QBRE&amp;sp=-1&amp;lq=0&amp;pq=machine%20learning%20approaches%20to%20predicting%20no-shows%20in%20pediatric%20medical%20appointment.%E2%80%9D%20npj%20digital%20medicine%205.1%20(2022)%3A%201-11&amp;sc=0-123&amp;sk=&amp;cvid=F44EF939E1AA442C9ED950EC2DD8A4F6\">\u00a0&#8220;Machine learning approaches to predicting no-shows in pediatric medical appointment.&#8221; NPJ digital medicine 5.1 (2022): 1-11<\/a>\nDianbo Liu, Won-Yong Shin, Eli Sprecher, Kathleen Conroy, Omar Santiago, Gal Wachtel, Mauricio Santillana<\/td>\n<td>2022<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#8211;<\/p>\n<p>More: <a href=\"https:\/\/scholar.google.com\/citations?user=kGSzBpMAAAAJ&amp;hl=en&amp;oi=ao\">Google Scholar<\/a><\/p>\n\n","protected":false},"excerpt":{"rendered":"<p>LIU Dianbo Assistant Professor, Department of Biomedical Informatics, Yong Loo Lin School of Medicine, NUS\u00a0 Assistant Professor,\u00a0Department of Ophthalmology, Yong Loo Lin School of Medicine LinkedIn dianbo@nus.edu.sg Personal Website Brief Introduction Teaching Areas &#038; Research Interests Journals &#038; Publications Brief Introduction Dianbo Liu is an Assistant Professor, National University of Singapore. He leads the Artificial [&hellip;]<\/p>\n","protected":false},"author":9400,"featured_media":0,"parent":2595,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":"","site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"unboxed","site-sidebar-style":"unboxed","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-3060","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Assistant Professor Liu Dianbo - Department of Biomedical Informatics<\/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:\/\/medicine.nus.edu.sg\/dbmi\/about-us\/faculty\/liu-dianbo\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Assistant Professor Liu Dianbo - Department of Biomedical Informatics\" \/>\n<meta property=\"og:description\" content=\"LIU Dianbo Assistant Professor, Department of Biomedical Informatics, Yong Loo Lin School of Medicine, NUS\u00a0 Assistant Professor,\u00a0Department of Ophthalmology, Yong Loo Lin School of Medicine LinkedIn dianbo@nus.edu.sg Personal Website Brief Introduction Teaching Areas &#038; Research Interests Journals &#038; Publications Brief Introduction Dianbo Liu is an Assistant Professor, National University of Singapore. 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