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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<title>Minqiu Sun's Homepage</title>
<meta name="description" content="Minqiu Sun — Ph.D. student at University of Delaware. Research: Systems for AI, LLM checkpointing, HPC." />
<link rel="icon" type="image/png" href="https://github.com/SunMinqiu.png" />
<meta property="og:title" content="Minqiu Sun" />
<meta property="og:description" content="Ph.D. Student · University of Delaware — Systems for AI, Large Language Models" />
<meta property="og:image" content="https://github.com/SunMinqiu.png" />
<meta property="og:type" content="website" />
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<style>
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section{scroll-margin-top:calc(var(--bar-h) + 12px);margin-top:52px;padding-top:42px;border-top:1px solid var(--line)}
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</style>
</head>
<body>
<div class="topbar">
<div class="navwrap">
<div class="brand">
<img src="https://github.com/SunMinqiu.png" alt="Minqiu Sun"/>
<span>Minqiu Sun</span>
</div>
<nav class="links">
<a href="#publications">Publications</a>
<!-- <a href="#awards">Awards</a> -->
<a href="#teaching">Teaching</a>
<a href="#service">Service</a>
<a href="#experience">Experience</a>
<a href="/assets/MinqiuSun_CV.pdf" target="_blank" rel="noopener">CV</a>
<a href="/performance.html">Performance</a>
</nav>
</div>
</div>
<main class="container">
<header>
<img src="/assets/20231120.jpg" alt="Minqiu Sun" class="header-photo">
<div class="header-content">
<h1>Minqiu Sun · 孙敏求</h1>
<p class="subtitle">Ph.D. Student · University of Delaware — Systems for AI, Large Language Models</p>
<p class="email"><a href="mailto:mqsun@udel.edu">mqsun@udel.edu</a> · Newark, DE · <a href="https://github.com/SunMinqiu" target="_blank" rel="noopener">GitHub</a> · <a href="https://www.linkedin.com/in/minqiu-sun-056304318" target="_blank" rel="noopener">LinkedIn</a></p>
</div>
</header>
<section id="about">
<h2>Biography</h2>
<p>
I am a Ph.D. student in Computer & Information Sciences at the University of Delaware, advised by Prof. <a href="https://daidong.github.io/" target="_blank" rel="noopener">Dong Dai</a>. My research focuses on <b>Systems for AI</b> and <b>Large Language Models</b>.
</p>
</section>
<section id="publications">
<h2>Publications</h2>
<article class="publication">
<div class="venue">SC'26</div>
<div>
<h3>ZOCheck: CPU-Shadow Checkpointing for Zeroth-Order LLM Fine-Tuning <span class="code-link">[<a href="https://github.com/DIR-LAB/ZOCheck" target="_blank" rel="noopener">Code</a>]</span></h3>
<p class="authors"><b>Minqiu Sun</b>, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai.</p>
</div>
</article>
<article class="publication">
<div class="venue">CLUSTER'26</div>
<div>
<h3>LayerCheck: Adaptive Layer-wise Checkpointing for Large Language Model Post-training <span class="code-link">[<a href="https://github.com/DIR-LAB/LayerCheck" target="_blank" rel="noopener">Code</a>]</span></h3>
<p class="authors"><b>Minqiu Sun</b>, Xin Huang, Luanzheng Guo, Nathan R. Tallent, Kento Sato, Dong Dai.</p>
</div>
</article>
<article class="publication">
<div class="venue">IPDPS'26<br/>Ph.D. Forum</div>
<div>
<h3>Optimizer-Aware Checkpointing for Efficient Fault Tolerance in LLM Post-Training</h3>
<p class="authors"><b>Minqiu Sun</b>, Dong Dai.</p>
</div>
</article>
<article class="publication">
<div class="venue">PDSW'25 @ SC'25</div>
<div>
<h3>LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Language Models <span class="code-link">[<a href="https://github.com/SunMinqiu/LLMTailor" target="_blank" rel="noopener">Code</a>]</span></h3>
<p class="authors"><b>Minqiu Sun</b>, Xin Huang, Luanzheng Guo, Nathan Tallent, Kento Sato, Dong Dai.</p>
</div>
</article>
</section>
<section id="awards">
<h2>Awards</h2>
<ul>
<li><b>TCPP/TCHPC HPCSC 25–26 Travel Award, $1200</b> (2025–2026)</li>
<!-- <li><b>Meritorious Winner, Mathematical Contest in Modeling (MCM)</b> (2023) — Team leader; LSTM to forecast daily Wordle player counts; XGBoost to evaluate difficulty.</li>
<li><b>First Prize Scholarship</b>, NUIST (2021–2024); <b>Merit Student</b>, NUIST (2020–2024)</li> -->
</ul>
</section>
<section id="teaching">
<h2>Teaching</h2>
<p>Teaching Assistant, <i>CISC663 Operating Systems</i>, University of Delaware (Jan 2026 – May 2026)</p>
<p>Teaching Assistant, <i>CISC361 Operating Systems</i>, University of Delaware (Aug 2025 – Dec 2025; Aug 2026 - Present)</p>
<p>Teaching Assistant, <i>Computer Science and Application</i>, Reading Academy, NUIST (2021 – 2022)</p>
</section>
<section id="service">
<h2>Service</h2>
<p>Program Committee Member, AAAI Conference on Artificial Intelligence (AAAI), 2027</p>
<p>Student Volunteer, SC’25 (2025)</p>
<p>
President, Rock Band Association in NUIST (2021 – 2022) <br/>
I was in different bands on a lot of stages. Please see my <a href="/performance.html">Performance</a>.
</p>
</section>
<section id="experience">
<h2>Academic Experience</h2>
<p><b>ResearchAssistant</b> at University of Delaware (Sep 2024 – Aug 2025).</p>
<h2>Industry Experience</h2>
<p><b>Data Analysis Intern</b> at Accenture (China) Co., Ltd. (Aug 2023 – Nov 2023).</p>
</section>
<footer style="margin-top:56px;color:var(--muted)">Updated Aug 2026 · © Minqiu Sun</footer>
</main>
</body>
</html>