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1<!DOCTYPE html> <html lang="en"> <head> <meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> <meta name="google-site-verification" content="WrUZk9BQyj0PPNTOcKQYmeZ_-ia9AHbRtYgKiSPbDu8"> <meta http-equiv="Permissions-Policy" content="interest-cohort=()"> <meta charset="utf-8"> <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <title> Publications | Terry (Taehan) Kim </title> <meta name="author" content="Terry (Taehan) Kim"> <meta name="description" content="Terry (Taehan) Kim is an incoming EECS Ph.D. student at MIT working on AI4Science, BioML, and photonics for scientific discovery. "> <meta name="keywords" content="AI4Science, BioML, machine learning, scientific discovery, silicon photonics, MIT EECS"> <link rel="stylesheet" href="/assets/css/bootstrap.min.css?a4b3f509e79c54a512b890d73235ef04"> <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected]/css/mdb.min.css" integrity="sha256-jpjYvU3G3N6nrrBwXJoVEYI/0zw8htfFnhT9ljN3JJw=" crossorigin="anonymous"> <link defer rel="stylesheet" href="/assets/css/academicons.min.css?f0b7046b84e425c55f3463ac249818f5"> <link defer rel="stylesheet" href="/assets/css/scholar-icons.css?62b2ac103a88034e6882a5be5f3e2772"> <link defer rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=Roboto:300,400,500,700|Roboto+Slab:100,300,400,500,700|Material+Icons&amp;display=swap"> <link defer rel="stylesheet" href="/assets/css/jekyll-pygments-themes-github.css?591dab5a4e56573bf4ef7fd332894c99" media="" id="highlight_theme_light"> <link rel="shortcut icon" href="data:image/svg+xml,&lt;svg%20xmlns=%22http://www.w3.org/2000/svg%22%20viewBox=%220%200%20100%20100%22&gt;&lt;text%20y=%22.9em%22%20font-size=%2290%22&gt;%E2%9A%9B%EF%B8%8F&lt;/text&gt;&lt;/svg&gt;"> <link rel="stylesheet" href="/assets/css/main.css?d41d8cd98f00b204e9800998ecf8427e"> <link rel="canonical" href="https://winterrykim.github.io/publications/"> 
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3 </head> <body class="fixed-top-nav "> <header> <nav id="navbar" class="navbar navbar-light navbar-expand-sm fixed-top" role="navigation"> <div class="container"> <a class="navbar-brand title font-weight-lighter" href="/"> <span class="font-weight-bold">Terry (Taehan)</span> Kim </a> <button class="navbar-toggler collapsed ml-auto" type="button" data-toggle="collapse" data-target="#navbarNav" aria-controls="navbarNav" aria-expanded="false" aria-label="Toggle navigation"> <span class="sr-only">Toggle navigation</span> <span class="icon-bar top-bar"></span> <span class="icon-bar middle-bar"></span> <span class="icon-bar bottom-bar"></span> </button> <div class="collapse navbar-collapse text-right" id="navbarNav"> <ul class="navbar-nav ml-auto flex-nowrap"> <li class="nav-item "> <a class="nav-link" href="/">About </a> </li> <li class="nav-item "> <a class="nav-link" href="/blog/">Blog </a> </li> <li class="nav-item "> <a class="nav-link" href="/big_life_moments/">Life </a> </li> <li class="nav-item active"> <a class="nav-link" href="/publications/">Publications <span class="sr-only">(current)</span> </a> </li> <li class="nav-item "> <a class="nav-link" href="/teaching/">Teaching </a> </li> <li class="nav-item"> <button id="search-toggle" title="Search" onclick="openSearchModal()"> <span class="nav-link">ctrl k <i class="ti ti-search"></i></span> </button> </li> <li class="toggle-container"> <button id="light-toggle" title="Change theme"> <i class="ti ti-sun-moon" id="light-toggle-system"></i> <i class="ti ti-moon-filled" id="light-toggle-dark"></i> <i class="ti ti-sun-filled" id="light-toggle-light"></i> </button> </li> </ul> </div> </div> </nav> <progress id="progress" value="0"> <div class="progress-container"> <span class="progress-bar"></span> </div> </progress> </header> <div class="container mt-5" role="main"> <div class="post"> <header class="post-header"> <h1 class="post-title">Publications</h1> </header> <article> <p class="publication-profile-link"> For full list: <a href="https://scholar.google.com/citations?user=DSGho3IAAAAJ&amp;hl=ko" target="_blank" rel="external nofollow noopener">Google Scholar</a> </p> <h2 class="bibliography">2026</h2> <ol class="bibliography"> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">IEEE IPC Oral</abbr> </div> <div id="park2026solver" class="col-sm-8"> <div class="title">Solver-Native Adjoint Attribution for Trimming Inverse-Designed Photonic Layouts</div> <div class="author"> Junho Park<sup>*</sup>, <strong class="author-self">Taehan Kim<sup>*</sup></strong>, and Di Liang<sup>†</sup> </div> <div class="contribution-note">* Equal contribution; † Corresponding author.</div> <div class="links"> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">ICML GenBio Workshop</abbr> </div> <div id="kim2026site4drug" class="col-sm-8"> <div class="title">Site4Drug: Predicting Drug-Binding Target Sites with an AI Agent</div> <div class="author"> <strong class="author-self">Taehan Kim<sup>†</sup></strong>, S. R. M. Leung, B. Mekala, and <span class="more-authors" title="click to view 1 more author" onclick=" var element=$(this); element.attr('title', ''); var more_authors_text=element.text() == '1 more author' ? 'Jeongbin Park&lt;sup&gt;†&lt;/sup&gt;' : '1 more author'; var cursorPosition=0; var textAdder=setInterval(function(){ element.html(more_authors_text.substring(0, cursorPosition + 1)); if (++cursorPosition == more_authors_text.length){ clearInterval(textAdder); } }, '10'); ">1 more author</span> </div> <div class="contribution-note">† Corresponding author.</div> <div class="links"> <a href="https://arxiv.org/abs/2606.01816" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">IEEE IPC Oral</abbr> </div> <div id="kim2026generative" class="col-sm-8"> <div class="title">Generative Priors Accelerate Inverse Design for Regularized, High-Performance Integrated Photonics</div> <div class="author"> <strong class="author-self">Taehan Kim<sup>*</sup></strong>, Junho Park<sup>*</sup>, Mohammad Ali, and <span class="more-authors" title="click to view 2 more authors" onclick=" var element=$(this); element.attr('title', ''); var more_authors_text=element.text() == '2 more authors' ? 'S. Cho, Di Liang&lt;sup&gt;†&lt;/sup&gt;' : '2 more authors'; var cursorPosition=0; var textAdder=setInterval(function(){ element.html(more_authors_text.substring(0, cursorPosition + 1)); if (++cursorPosition == more_authors_text.length){ clearInterval(textAdder); } }, '10'); ">2 more authors</span> </div> <div class="contribution-note">* Equal contribution; † Corresponding author.</div> <div class="links"> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">APL Engineering Physics</abbr> <div class="venue-highlight">Editor’s Pick</div> </div>
3 <div id="park2026interpretable" class="col-sm-8"> <div class="title">Interpretable Geometry Sensitivity for Inverse Design of Integrated Photonics</div> <div class="author"> Junho Park<sup>*</sup>, <strong class="author-self">Taehan Kim<sup>*</sup></strong>, Mohammad Ali, and <span class="more-authors" title="click to view 1 more author" onclick=" var element=$(this); element.attr('title', ''); var more_authors_text=element.text() == '1 more author' ? 'Di Liang&lt;sup&gt;†&lt;/sup&gt;' : '1 more author'; var cursorPosition=0; var textAdder=setInterval(function(){ element.html(more_authors_text.substring(0, cursorPosition + 1)); if (++cursorPosition == more_authors_text.length){ clearInterval(textAdder); } }, '10'); ">1 more author</span> </div> <div class="contribution-note">* Equal contribution; † Corresponding author.</div> <div class="links"> <a href="https://pubs.aip.org/aip/aep/article/1/3/036106/3397071/Interpretable-geometry-sensitivity-for-inverse" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">HTML</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">ICML AI4Physics Workshop</abbr> </div> <div id="leung2026matpref" class="col-sm-8"> <div class="title">Mat-Pref: Verifiable-Reward Training Improves Compositional Reasoning in Inorganic Materials</div> <div class="author"> S. R. M. Leung, <strong class="author-self">Taehan Kim</strong>, and Jeongbin Park </div> <div class="links"> <a href="https://arxiv.org/abs/2606.21830" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">ICPR</abbr> </div> <div id="seo2026automated" class="col-sm-8"> <div class="title">Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization</div> <div class="author"> Wonduk Seo, D. Kang, H. An, and <span class="more-authors" title="click to view 2 more authors" onclick=" var element=$(this); element.attr('title', ''); var more_authors_text=element.text() == '2 more authors' ? 'Taehan Kim, et al.' : '2 more authors'; var cursorPosition=0; var textAdder=setInterval(function(){ element.html(more_authors_text.substring(0, cursorPosition + 1)); if (++cursorPosition == more_authors_text.length){ clearInterval(textAdder); } }, '10'); ">2 more authors</span> </div> <div class="links"> <a href="https://arxiv.org/abs/2502.11140" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> </div> </div> </div> </li> </ol> <h2 class="bibliography">2025</h2> <ol class="bibliography"> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">NeurIPS AI4Science Workshop</abbr> </div> <div id="langeberg2025improving" class="col-sm-8"> <div class="title">Improving RNA Secondary Structure Prediction Through Expanded Training Data</div> <div class="author"> Conner J. Langeberg, <strong class="author-self">Taehan Kim</strong>, Roma Nagle, and <span class="more-authors" title="click to view 4 more authors" onclick=" var element=$(this); element.attr('title', ''); var more_authors_text=element.text() == '4 more authors' ? 'Charlotte Meredith, Dimple Amitha Garuadapuri, Jennifer A. Doudna&lt;sup&gt;†&lt;/sup&gt;, Jamie H. D. Cate&lt;sup&gt;†&lt;/sup&gt;' : '4 more authors'; var cursorPosition=0; var textAdder=setInterval(function(){ element.html(more_authors_text.substring(0, cursorPosition + 1)); if (++cursorPosition == more_authors_text.length){ clearInterval(textAdder); } }, '10'); ">4 more authors</span> </div> <div class="contribution-note">† Corresponding author.</div> <div class="links"> <a href="https://www.biorxiv.org/content/10.1101/2025.05.03.652028v2" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">HTML</a> </div> </div> </div> </li> <li> <div class="row"> <div class="col col-sm-2 abbr"> <abbr class="badge rounded w-100">IEEE EMBC Oral</abbr> </div> <div id="kim2025pesti" class="col-sm-8"> <div class="title">Pesti-Gen: Unleashing a Generative Molecule Approach for Toxicity-Aware Pesticide Design</div> <div class="author"> <strong class="author-self">Taehan Kim<sup>*†</sup></strong> and Wonduk Seo<sup>*</sup> </div> <div class="contribution-note">* Equal contribution; † Corresponding author.</div> <div class="links"> <a href="https://arxiv.org/abs/2501.14469" class="btn btn-sm z-depth-0" role="button" rel="external nofollow noopener" target="_blank">arXiv</a> </div> </div> </div> </li> </ol> </article> </div> </div> <footer class="fixed-bottom" role="contentinfo"> <div class="container mt-0"> © Copyright 2026 Terry (Taehan) Kim. 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