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ms-ko authored Oct 17, 2024
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<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Myeongseb Ko - Personal Website</title>
<title>Myeongseb Ko</title>
<style>
body {
font-family: Arial, sans-serif;
line-height: 1.6;
color: #333;
max-width: 1200px;
max-width: 800px;
margin: 0 auto;
padding: 20px;
display: flex;
flex-direction: column;
}
header {
display: flex;
justify-content: space-between;
align-items: center;
text-align: center;
margin-bottom: 40px;
}
nav {
display: flex;
gap: 20px;
}
nav a {
text-decoration: none;
color: #333;
font-weight: bold;
}
main {
display: flex;
gap: 40px;
}
.left-column {
flex: 1;
display: flex;
flex-direction: column;
align-items: center;
}
.right-column {
flex: 2;
h1, h2, h3 {
color: #444;
}
.profile-img {
width: 200px;
height: 200px;
border-radius: 50%;
display: block;
margin: 0 auto 20px;
}
.contact-info {
text-align: center;
margin-bottom: 20px;
}
.social-links {
display: flex;
flex-direction: column;
gap: 10px;
text-align: center;
margin-bottom: 20px;
}
.social-links a {
text-decoration: none;
color: #0066cc;
margin: 0 10px;
}
h1, h2 {
color: #444;
.section {
margin-bottom: 40px;
}
.twitter-link {
margin-top: 20px;
.publication-list, .employment-list {
list-style-type: none;
padding-left: 0;
}
.twitter-link img {
width: 24px;
vertical-align: middle;
margin-right: 5px;
.publication-list li, .employment-list li {
margin-bottom: 15px;
}
</style>
</head>
<body>
<header>
<h1>Myeongseb Ko's Homepage</h1>
<nav>
<a href="publications.html">Publications</a>
<a href="cv.html">CV</a>
</nav>
<h1>Myeongseb Ko</h1>
<img src="ms.png" alt="Myeongseb Ko" class="profile-img">
</header>

<main>
<div class="left-column">
<img src="your-profile-picture.jpg" alt="Myeongseb Ko" class="profile-img">
<h2>Myeongseb Ko</h2>
<p>Ph.D. student at Virginia Tech</p>
<p>Blacksburg, Virginia, USA</p>
<div class="social-links">
<a href="mailto:myeongseob@vt.edu">Email</a>
<a href="https://www.linkedin.com/in/myeongseob-ko-a87325175/">LinkedIn</a>
<a href="https://github.com/yourusername">GitHub</a>
<a href="https://scholar.google.co.kr/citations?user=SzTJiGcAAAAJ&hl=en&oi=ao">Google Scholar</a>
</div>
<div class="twitter-link">
<a href="https://x.com/KoMyeongseob">
<img src="twitter-icon.png" alt="Twitter">
Check my latest post on Twitter!
</a>
</div>
</div>

<div class="right-column">
<h2>About Me</h2>
<p>I am a Ph.D. student at Virginia Tech, advised by Prof. Ruoxi Jia. My primary research interests lie in [Your research interests here]. This specialization reflects my commitment to [Your research goals or aspirations].</p>

<p>I earned my M.S. in Electronics and Information Engineering from Korea University in 2018, where I worked on 3D Pedestrian Tracking and Fall Detection. Prior to my graduate studies, I received my B.S. in Electronics and Information Engineering from Korea University in 2016.</p>

<p>My current research focuses on [Your current research focus]. I am passionate about [Your research passion or motivation].</p>

<p>I am actively seeking collaboration opportunities and always open to discussing research ideas. Feel free to reach out to me at myeongseob@vt.edu if you'd like to connect!</p>
</div>
</main>

<div class="contact-info">
<p>Ph.D. student at Virginia Tech</p>
<p>Blacksburg, Virginia, USA</p>
<p>Email: myeongseob@vt.edu</p>
</div>

<div class="social-links">
<a href="https://www.linkedin.com/in/myeongseob-ko-a87325175/">LinkedIn</a>
<a href="https://github.com/yourusername">GitHub</a>
<a href="https://scholar.google.co.kr/citations?user=SzTJiGcAAAAJ&hl=en&oi=ao">Google Scholar</a>
<a href="https://x.com/KoMyeongseob">Twitter</a>
</div>

<div class="section">
<h2>About</h2>
<p>Hi! I am a 4th year Ph.D. student in Computer Engineering at Virginia Tech, fortunately working under the supervision of Prof. Ruoxi Jia. Prior to joining Virginia Tech, I received my M.S. (2018) and B.S. (2016) in Electronics and Information Engineering from Korea University.</p>
<p>I am deeply interested in understanding machine learning problems, Recently, I have been studying unlearning problems for foundation models. Additionally, I am also interested in machine learning problems through the lens of data.</p>
</div>

<div class="section">
<h2>Research Publications</h2>

<h3>Under Review</h3>
<ul class="publication-list">
<li>[P1] <strong>M. Ko</strong>, Hoang Anh Just, Charles Fleming, Ming Jin, Ruoxi Jia, "The Ripple Effect: Probing Hidden Knowledge Holes in Unlearned LLMs," Submitted to NAACL 2025.</li>
<li>[P2] Henry Li, Jonathan Patsenker, <strong>M. Ko</strong>, Ruoxi Jia, Yuval Kluger, "Diffusion Conditional Sampling: Solving Inverse Problems through a Frequentist's Lens," Submitted to ICLR 2025.</li>
</ul>

<h3>Conference</h3>
<ul class="publication-list">
<li>[C1] <strong>M. Ko</strong>, Henry Li, Zhun Wang, Jonathan Patsenker, Jiachen T. Wang, Qinbin Li, Ming Jin, Dawn Song, Ruoxi Jia, "Boosting Alignment for Post-Unlearning Text-to-Image Generative Models," Accepted to NeurIPS 2024.</li>
<li>[C2] <strong>M. Ko</strong>, F. Kang, W. Shi, M. Jin, Z. Yu, and R. Jia, "The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes," in <i>Proceedings of the IEEE Computer Vision and Pattern Recognition (CVPR)</i>, 2024. <a href="https://arxiv.org/pdf/2402.08922.pdf">[pdf]</a> <i>ICML 2023 Workshop on Counterfactuals in Minds & Machines.</i> <a href="https://icml.cc/virtual/2023/26728">[workshop url]</a></li>
<li>[C3] <strong>M. Ko</strong>, M. Jin, C. Wang, and R. Jia, "Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study," in <i>Proceedings of the IEEE International Conference on Computer Vision (ICCV)</i>, 2023. <a href="https://openaccess.thecvf.com/content/ICCV2023/papers/Ko_Practical_Membership_Inference_Attacks_Against_Large-Scale_Multi-Modal_Models_A_Pilot_ICCV_2023_paper.pdf">[pdf]</a></li>
<li>[C4] <strong>M. Ko*</strong>, X. Yang*, Z. Ji, H. A. Just, P. Gao, A. Kumar, and R. Jia, "PRIVMON: Real-Time Platform-Agnostic Privacy Leakage Detection for Machine Learning Models," in <i>Proceedings of the 26th International Symposium on Research in Attacks, Intrusions and Defenses (RAID)</i>, 2023, pp. 264--281. <a href="https://dl.acm.org/doi/pdf/10.1145/3607199.3607232">[pdf]</a></li>
<li>[C5] H. A. Just, F. Kang, J. T. Wang, Y. Zeng, <strong>M. Ko</strong>, M. Jin, and R. Jia, "LAVA: Data Valuation Without Pre-specified Learning Algorithms," in <i>Proceedings of the International Conference on Learning Representations (ICLR)</i>, 2023 (<strong>Spotlight</strong>). <a href="https://arxiv.org/pdf/2305.00054.pdf">[pdf]</a></li>
<li>[C6] D. Kim, S. Kim, M. Kim, <strong>M. Ko</strong>, and K. Kim, "Illumination invariant skin texture generation using CGAN from a single image for haptic augmented palpation," in <i>Proceedings of the IEEE Robotics and Automation Society (IRC)</i>, 2019. <a href="https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=8675578">[pdf]</a></li>
<li>[C7] <strong>M. Ko</strong>, D. Kim, and K. Kim, "GAN based super-resolution for accurate 3D surface reconstruction from light field skin images towards haptic palpation," in <i>Proceedings of the IEEE International Conference on Machine Learning and Applications (ICMLA)</i>, 2018. <a href="https://ieeexplore.ieee.org/abstract/document/8614090">[pdf]</a></li>
<li>[C8] S. Kim, <strong>M. Ko</strong>, K. Lee, M. Kim, and K. Kim, "3D fall detection for single camera surveillance systems on the street," in <i>Proceedings of the IEEE Sensors Applications Symposium (SAS)</i>, 2018. <a href="https://ieeexplore.ieee.org/abstract/document/8336746">[pdf]</a></li>
<li>[C9] <strong>M. Ko</strong>, S. Kim, K. Lee, M. Kim, and K. Kim, "Single camera based 3D tracking for outdoor fall detection toward smart healthcare," in <i>Proceedings of the IEEE Biomedical Circuits and Systems Conference (BioSMART)</i>, 2017. <a href="https://ieeexplore.ieee.org/abstract/document/8095331">[pdf]</a></li>
<li>[C10] W. Chang, <strong>M. Ko</strong>, S. Kim, H. Kim, and K. Cho, "A see-through HMD tracking system based on multimodal sensing for smart space technology," in <i>Proceedings of the 41st Korean Institute of Information Scientists and Engineers (KIISE)</i>, Dec 18-20, 2014, Gangwondo, Republic of Korea.</li>
</ul>

<h3>Journal</h3>
<ul class="publication-list">
<li>[J1] D. Kim, <strong>M. Ko</strong>, and K. Kim, "Skin tactile surface restoration using deep learning from a mobile image: An application for virtual skincare," <i>Skin Research and Technology</i>, DOI: 10.1111/srt.13009, 27(5), 739-750, March 2021.</li>
<li>[J2] <strong>M. Ko</strong>, B. Jeong, D. Kim, CE. Han, "Deep Learning Under Privileged Information for Pneumonia Detection," <i>Journal of the Institute of Electronics and Information Engineers</i>, DOI: 10.5573/ieie.2021.58.3.67, 58(3), 67-73.</li>
<li>[J3] <strong>M. Ko</strong>, D. Kim, and K. Kim, "Accurate depth estimation of skin surface using a light field camera toward dynamic haptic palpation," <i>Skin Research and Technology</i>, DOI: 10.1111/srt.12675, 25(4), 469-481, July 2019.</li>
<li>[J4] <strong>M. Ko</strong>, D. Kim, M. Kim, and K. Kim, "Illumination-insensitive skin depth estimation from a light field camera based on CGANs toward haptic palpation," <i>Electronics</i>, DOI: 10.3390/electronics7110336, 7(11), 336-356, Nov 2018.</li>
<li>[J5] <strong>M. Ko</strong>, S. Kim, M. Kim, and K. Kim, "A novel approach for outdoor fall detection using multidimensional features from a single camera," <i>Applied Sciences</i>, DOI: 10.3390/applsci-313943, 8(6), 984, June 11, 2018.</li>
</ul>

<p><small>* Equal contribution</small></p>
</div>

<div class="section">
<h2>Misc</h2>
<ul>
In my free time, I enjoy lifting, playing basketball, rowing, watching the NBA (nuggets!), watching movies, and learning physics and math.
</ul>
</div>
</body>
</html>

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