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<!DOCTYPE html>
<html lang="en" class="scroll-smooth">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Donggyun Kim</title>
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<a href="#" class="font-semibold text-gray-900 tracking-tight text-lg">Donggyun Kim</a>
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<a href="#about" class="hover:text-gray-900 transition-colors">About</a>
<a href="#news" class="hover:text-gray-900 transition-colors">News</a>
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<main class="max-w-3xl mx-auto px-6 pt-32 pb-24 space-y-24">
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<div class="flex-1 space-y-5">
<div>
<h1 class="text-3xl font-bold tracking-tight text-gray-900 mb-1">Donggyun Kim</h1>
<p class="text-gray-500 font-medium text-lg">Postdoctoral Researcher @ KAIST</p>
</div>
<div class="prose prose-gray leading-relaxed text-gray-600 text-base">
<p>
I am a postdoctoral researcher at the KAIST Information & Electronics Research Institute, working as an InnoCore postdoc member of the AI Meta-Scientist Research Center. Previously, I was a visiting scholar at the NYU Agentic AI Learning Lab, collaborating with Prof. Mengye Ren. I received my Ph.D. in Computer Science from KAIST in February 2026, advised by Prof. Seunghoon Hong.
</p>
<p class="mt-4">
My research interests are <strong>meta-learning, efficient adaptation, and lifelong learning</strong>, toward building general-purpose AI.
</p>
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<!-- Social / Contact Links -->
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<a href="mailto:donggyun.kim@kaist.ac.kr" class="inline-flex items-center gap-2 px-3 py-1.5 bg-indigo-600 text-white rounded-md text-sm font-medium hover:bg-indigo-700 transition-colors shadow-sm shadow-indigo-200">
<i class="fa-solid fa-envelope text-xs"></i> Email
</a>
<a href="CV_Donggyun_Kim.pdf" target="_blank" class="inline-flex items-center gap-2 px-3 py-1.5 bg-white border border-gray-200 text-gray-700 rounded-md text-sm font-medium hover:bg-gray-50 hover:text-indigo-600 hover:border-indigo-200 transition-colors">
<i class="fa-solid fa-file-pdf text-xs"></i> CV
</a>
<a href="https://github.com/GitGyun" target="_blank" class="inline-flex items-center gap-2 px-3 py-1.5 bg-white border border-gray-200 text-gray-700 rounded-md text-sm font-medium hover:bg-gray-50 hover:text-indigo-600 hover:border-indigo-200 transition-colors">
<i class="fa-brands fa-github text-xs"></i> GitHub
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</a>
<a href="https://www.linkedin.com/in/donggyun-kim-37a890187" target="_blank" class="inline-flex items-center gap-2 px-3 py-1.5 bg-white border border-gray-200 text-gray-700 rounded-md text-sm font-medium hover:bg-gray-50 hover:text-indigo-600 hover:border-indigo-200 transition-colors">
<i class="fa-brands fa-linkedin text-xs"></i> LinkedIn
</a>
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</div>
<!-- Profile Image -->
<div class="flex-shrink-0">
<img src="profile.jpeg" alt="Donggyun Kim" class="w-32 h-32 sm:w-40 sm:h-40 object-cover object-top rounded-full shadow-lg shadow-indigo-500/10 border border-indigo-50 transition-all duration-500 hover:scale-105">
</div>
</div>
</section>
<!-- News Section -->
<section id="news" class="scroll-mt-24">
<h2 class="text-2xl font-bold text-gray-900 mb-6 flex items-center gap-3">
<div class="w-8 h-8 rounded-lg bg-indigo-50 text-indigo-500 flex items-center justify-center">
<i class="fa-solid fa-newspaper text-sm"></i>
</div>
News
</h2>
<ul class="space-y-4 text-base text-gray-600">
<li class="flex flex-col sm:flex-row sm:gap-4 gap-1 items-start">
<span class="text-indigo-500 font-mono text-sm mt-0.5 min-w-[80px] font-medium">Sep 2026</span>
<span>Two papers accepted to <strong>NeurIPS 2026</strong> (HyperFlow and PatchKV).</span>
</li>
<li class="flex flex-col sm:flex-row sm:gap-4 gap-1 items-start">
<span class="text-indigo-500 font-mono text-sm mt-0.5 min-w-[80px] font-medium">Feb 2026</span>
<span>I received my Ph.D. in Computer Science from KAIST! 🎓</span>
</li>
<li class="flex flex-col sm:flex-row sm:gap-4 gap-1 items-start">
<span class="text-indigo-500 font-mono text-sm mt-0.5 min-w-[80px] font-medium">Feb 2026</span>
<span>Honored with the KAIST School of Computing Outstanding Paper Award.</span>
</li>
<li class="flex flex-col sm:flex-row sm:gap-4 gap-1 items-start">
<span class="text-indigo-500 font-mono text-sm mt-0.5 min-w-[80px] font-medium">Jan 2026</span>
<span>Two papers accepted to <strong>COLM 2026</strong> (HyperThink) and <strong>ICLR 2026</strong> (AdaRank).</span>
</li>
</ul>
</section>
<div class="grid grid-cols-1 md:grid-cols-2 gap-16">
<!-- Experience Section -->
<section id="experience" class="scroll-mt-24">
<h2 class="text-2xl font-bold text-gray-900 mb-6 flex items-center gap-3">
<div class="w-8 h-8 rounded-lg bg-indigo-50 text-indigo-500 flex items-center justify-center">
<i class="fa-solid fa-briefcase text-sm"></i>
</div>
Experience
</h2>
<ol class="relative border-l-2 border-indigo-100 ml-3 space-y-8">
<li class="ml-6">
<span class="absolute flex items-center justify-center w-3 h-3 bg-indigo-500 rounded-full -left-[7px] ring-4 ring-[#FAFAFA] top-1.5"></span>
<h3 class="text-lg font-semibold text-gray-900">Postdoctoral Researcher</h3>
<p class="text-base text-gray-500 mb-1">KAIST Information & Electronics Research Inst.</p>
<p class="text-sm text-indigo-500 font-mono font-medium">Mar 2026 – Feb 2027</p>
<p class="text-base text-gray-600 mt-2">InnoCore postdoc member of the AI Meta-Scientist Research Center.</p>
</li>
<li class="ml-6">
<span class="absolute flex items-center justify-center w-3 h-3 bg-white border-2 border-indigo-300 rounded-full -left-[7px] ring-4 ring-[#FAFAFA] top-1.5"></span>
<h3 class="text-lg font-semibold text-gray-900">Visiting Scholar</h3>
<p class="text-base text-gray-500 mb-1">NYU Agentic AI Learning Lab</p>
<p class="text-sm text-indigo-500 font-mono font-medium">Nov 2025 – Feb 2026</p>
<p class="text-base text-gray-600 mt-2">Collaborated with Prof. Mengye Ren.</p>
</li>
</ol>
</section>
<!-- Education Section -->
<section id="education" class="scroll-mt-24">
<h2 class="text-2xl font-bold text-gray-900 mb-6 flex items-center gap-3">
<div class="w-8 h-8 rounded-lg bg-indigo-50 text-indigo-500 flex items-center justify-center">
<i class="fa-solid fa-graduation-cap text-sm"></i>
</div>
Education
</h2>
<ol class="relative border-l-2 border-indigo-100 ml-3 space-y-8">
<li class="ml-6">
<span class="absolute flex items-center justify-center w-3 h-3 bg-indigo-400 rounded-full -left-[7px] ring-4 ring-[#FAFAFA] top-1.5"></span>
<h3 class="text-lg font-semibold text-gray-900">Ph.D. in Computer Science</h3>
<p class="text-base text-gray-500 mb-1">KAIST</p>
<p class="text-sm text-indigo-500 font-mono font-medium">Sep 2022 – Feb 2026</p>
<p class="text-base text-gray-600 mt-1">Advisor: Prof. Seunghoon Hong</p>
</li>
<li class="ml-6">
<span class="absolute flex items-center justify-center w-3 h-3 bg-white border-2 border-indigo-300 rounded-full -left-[7px] ring-4 ring-[#FAFAFA] top-1.5"></span>
<h3 class="text-lg font-semibold text-gray-900">M.S. in Computer Science</h3>
<p class="text-base text-gray-500 mb-1">KAIST</p>
<p class="text-sm text-indigo-500 font-mono font-medium">Mar 2020 – Aug 2022</p>
<p class="text-base text-gray-600 mt-1">Advisor: Prof. Seunghoon Hong</p>
</li>
<li class="ml-6">
<span class="absolute flex items-center justify-center w-3 h-3 bg-white border-2 border-indigo-300 rounded-full -left-[7px] ring-4 ring-[#FAFAFA] top-1.5"></span>
<h3 class="text-lg font-semibold text-gray-900">B.S. in Mathematical Science</h3>
<p class="text-base text-gray-500 mb-1">KAIST</p>
<p class="text-sm text-indigo-500 font-mono font-medium">Mar 2015 – Feb 2020</p>
<p class="text-base text-gray-600 mt-1">Double major in Computer Science</p>
</li>
</ol>
</section>
</div>
<!-- Selected Publications Section -->
<section id="publications" class="scroll-mt-24">
<h2 class="text-2xl font-bold text-gray-900 mb-6 flex items-center gap-3">
<div class="w-8 h-8 rounded-lg bg-indigo-50 text-indigo-500 flex items-center justify-center">
<i class="fa-solid fa-book-open text-sm"></i>
</div>
Selected Publications
</h2>
<div class="space-y-8">
<!-- Pub 1 -->
<div class="group">
<h3 class="text-lg font-semibold text-gray-900">
HyperFlow: Gradient-Free Test-Time Adaptation for Cross-Domain Few-Shot Classification
</h3>
<p class="text-base text-gray-600 mt-1.5 leading-relaxed">
<span class="font-semibold text-indigo-900 border-b border-indigo-200">Donggyun Kim</span>, Chanwoo Kim, Seunghoon Hong.
</p>
<div class="flex items-center gap-2 mt-3 flex-wrap">
<span class="text-base font-medium text-gray-800 italic mr-2">NeurIPS 2026</span>
<span class="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-md bg-gray-50 text-gray-400 border border-gray-100 text-sm font-medium cursor-not-allowed" title="To be decided">
<i class="fa-brands fa-github"></i> Code (TBD)
</span>
</div>
</div>
<!-- Pub 2 -->
<div class="group">
<h3 class="text-lg font-semibold text-gray-900">
HyperThink: Text-to-Parameter Hypernetworks for Efficient Reasoning
</h3>
<p class="text-base text-gray-600 mt-1.5 leading-relaxed">
<span class="font-semibold text-indigo-900 border-b border-indigo-200">Donggyun Kim*</span>, Jack Lu*, Chanwoo Kim, Mengye Ren, Seunghoon Hong.
</p>
<div class="flex items-center gap-2 mt-3 flex-wrap">
<span class="text-base font-medium text-gray-800 italic mr-2">COLM 2026</span>
<span class="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-md bg-gray-50 text-gray-400 border border-gray-100 text-sm font-medium cursor-not-allowed" title="To be decided">
<i class="fa-brands fa-github"></i> Code (TBD)
</span>
</div>
</div>
<!-- Pub 3 -->
<div class="group">
<h3 class="text-lg font-semibold text-gray-900 group-hover:text-indigo-600 transition-colors">
<a href="https://arxiv.org/abs/2404.18459" target="_blank" class="hover:underline">Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild</a>
</h3>
<p class="text-base text-gray-600 mt-1.5 leading-relaxed">
<span class="font-semibold text-indigo-900 border-b border-indigo-200">Donggyun Kim</span>, Seongwoong Cho, Semin Kim, Chong Luo, Seunghoon Hong.
</p>
<div class="flex items-center gap-2 mt-3 flex-wrap">
<span class="text-base font-medium text-gray-800 italic mr-2">ECCV 2024</span>
<span class="badge bg-purple-50 text-purple-700 border border-purple-100 mr-1 text-xs"><i class="fa-solid fa-microphone-lines mr-1 text-[10px]"></i> Oral Presentation</span>
<a href="https://github.com/GitGyun/chameleon" target="_blank" class="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-md bg-white text-gray-600 border border-gray-200 text-sm font-medium hover:bg-gray-50 hover:text-indigo-600 hover:border-indigo-200 transition-colors">
<i class="fa-brands fa-github"></i> Code
</a>
</div>
</div>
<!-- Pub 4 -->
<div class="group">
<h3 class="text-lg font-semibold text-gray-900 group-hover:text-indigo-600 transition-colors">
<a href="https://openreview.net/forum?id=88nT0j5jAn" target="_blank" class="hover:underline">Universal Few-shot Learning of Dense Prediction Tasks with Visual Token Matching</a>
</h3>
<p class="text-base text-gray-600 mt-1.5 leading-relaxed">
<span class="font-semibold text-indigo-900 border-b border-indigo-200">Donggyun Kim</span>, Jinwoo Kim, Seongwoong Cho, Chong Luo, Seunghoon Hong.
</p>
<div class="flex items-center gap-2 mt-3 flex-wrap">
<span class="text-base font-medium text-gray-800 italic mr-2">ICLR 2023</span>
<span class="badge bg-amber-50 text-amber-700 border border-amber-100 text-xs"><i class="fa-solid fa-trophy mr-1 text-[10px]"></i> Outstanding Paper Award</span>
<span class="badge bg-purple-50 text-purple-700 border border-purple-100 mr-1 text-xs"><i class="fa-solid fa-microphone-lines mr-1 text-[10px]"></i> Oral Presentation</span>
<a href="https://github.com/GitGyun/visual_token_matching" target="_blank" class="inline-flex items-center gap-1.5 px-3 py-1.5 rounded-md bg-white text-gray-600 border border-gray-200 text-sm font-medium hover:bg-gray-50 hover:text-indigo-600 hover:border-indigo-200 transition-colors">
<i class="fa-brands fa-github"></i> Code
</a>
</div>
</div>
<div class="pt-4">
<a href="#" class="text-base text-indigo-500 academic-link transition-colors font-medium">
View all publications on Google Scholar →
</a>
</div>
</div>
</section>
<!-- Honors & Awards Section -->
<section id="awards" class="scroll-mt-24">
<h2 class="text-2xl font-bold text-gray-900 mb-6 flex items-center gap-3">
<div class="w-8 h-8 rounded-lg bg-indigo-50 text-indigo-500 flex items-center justify-center">
<i class="fa-solid fa-award text-sm"></i>
</div>
Honors & Awards
</h2>
<ul class="space-y-4 text-base">
<li class="flex justify-between items-start gap-4">
<span class="text-gray-700 font-medium">KAIST School of Computing Outstanding Paper Award</span>
<span class="text-indigo-500 font-mono text-sm whitespace-nowrap mt-0.5 font-medium">Feb 2026</span>
</li>
<li class="flex justify-between items-start gap-4">
<span class="text-gray-700">YUYEON Educational Foundation Scholarship ($2,200)</span>
<span class="text-indigo-500 font-mono text-sm whitespace-nowrap mt-0.5 font-medium">Dec 2023</span>
</li>
<li class="flex justify-between items-start gap-4">
<span class="text-gray-700 font-medium">ICLR Outstanding Paper Award <span class="font-normal text-gray-500">(Top-4 of 4,955)</span></span>
<span class="text-indigo-500 font-mono text-sm whitespace-nowrap mt-0.5 font-medium">May 2023</span>
</li>
<li class="flex justify-between items-start gap-4">
<span class="text-gray-700">KAIST-Google Partnership Program Student Travel Grant ($2,500)</span>
<span class="text-indigo-500 font-mono text-sm whitespace-nowrap mt-0.5 font-medium">May 2023</span>
</li>
<li class="flex justify-between items-start gap-4">
<span class="text-gray-700">29th Samsung Humantech Paper Award <span class="font-medium">Silver Prize</span> ($7,000)</span>
<span class="text-indigo-500 font-mono text-sm whitespace-nowrap mt-0.5 font-medium">Feb 2023</span>
</li>
</ul>
</section>
</main>
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