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<!DOCTYPE HTML>
<html lang="en">
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Mingsong Li</title>
<meta name="author" content="Mingsong Li">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="icon" type="image/jpg" href="img/icon.jpg">
</head>
<body>
<table style="width:100%;max-width:770px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto">
<tbody>
<tr style="padding:0px">
<td style="padding:0px">
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"> <!--background-color:#FEF8E1-->
<tbody>
<tr>
<td style="padding:10px 15px 0px 15px;width:80%;vertical-align:middle;text-align:justify">
<name>Mingsong Li (李铭崧)</name>
<hr class="thick-hr">
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr style="padding:0px">
<td style="padding:15px 25px 10px 25px;width:30%">
<div class='rounded-rectangle'>
<a target="_blank", href="img/lms/lms.jpg"><img style="width:100%;max-width:100%;"
alt="profile photo"
src="img/lms/lms.jpg"
class="hoverZoomLink"></a>
</div>
</td>
<td style="padding:0px 15px 0px 0px;width:70%;vertical-align:middle;text-align:justify">
<p style="text-align:left">
<strong><heading>Mingsong Li</heading></strong> <br><br>
<subheading>Incoming Ph.D. Student</subheading> <br><br>
<a target="_blank", href="https://www.unsw.edu.au/engineering/our-schools/computer-science-and-engineering">School of Computer Science and Engineering</a>
<br>
<a target="_blank", href="https://www.unsw.edu.au/engineering/our-schools/computer-science-and-engineering">The University of New South Wales</a>
<br><br><br>
Email_1: <a target="_blank", href="mailto:[email protected]">[email protected]</a>  / 
Email_2: <a target="_blank", href="mailto:[email protected]">[email protected]</a>   
<br>
<a target="_blank", href="https://scholar.google.com/citations?user=QPGzyBUAAAAJ&hl=en">Google Scholar</a>  / 
<a target="_blank", href="https://github.com/lms-07">Github</a>  / 
<a target="_blank", href="https://orcid.org/0000-0001-6133-3923">ORCID</a>
<!-- <a target="_blank", href="src/CV_MingsongLi.pdf">CV</a>-->
</p>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:20px 15px 0px 15px;width:80%;vertical-align:middle;text-align:justify">
<heading>About Me</heading>
<HR>
<p>
Hello! I am an incoming Ph.D. student at the <a target="_blank", href="https://www.unsw.edu.au/engineering/our-schools/computer-science-and-engineering">School of Computer Science and Engineering</a>,
<a target="_blank", href="https://www.unsw.edu.au/engineering/our-schools/computer-science-and-engineering">The University of New South Wales (UNSW Sydney)</a>,
fortunate to be supervised by <a target="_blank", href="https://donggong1.github.io/">Dr. Dong Gong</a>, <a target="_blank", href="https://imagescience.org/meijering/">Prof. Erik Meijering</a>,
and <a target="_blank", href="https://www.linayao.com/">Prof. Lina Yao</a>. Previously, I obtained my B.Eng. degree in Software Engineering and M.Eng. degree in Artificial Intelligence from
<a target="_blank", href="https://www.sdu.edu.cn/">Shandong University (SDU)</a> in 2021 and 2024, respectively. For my master's research,
I was luckily advised by <a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Prof. Gongping Yang</a> and as a member of
<a target="_blank", href="https://time.sdu.edu.cn/">TIME Lab</a>.
<!-- <br><br>-->
<!-- Previously, I obtained my M.Eng. degree in Artificial Intelligence from <a target="_blank", href="https://www.sdu.edu.cn/">Shandong University (SDU)</a> in 2024,-->
<!-- where I was luckily supervised by <a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Prof. Gongping Yang</a>and as a member of <a target="_blank", href="https://time.sdu.edu.cn/">TIME Lab</a>-->
<!-- led by <a target="_blank", href="https://faculty.sdu.edu.cn/ylyin">Prof. Yilong Yin</a>. I obtianed my B.Eng. degree in Software Engineering from SDU in 2021.-->
<!-- In my junor year, I worked with <a target="_blank", href="https://faculty.sdu.edu.cn/lliu/zh_CN/index.htm">Prof. Lei Liu</a> and accumulated preliminary research experience.-->
</p>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:20px 15px 0px 15px;width:100%;vertical-align:middle">
<heading>News</heading>
<HR>
</td>
</tr>
<tr>
<td style="padding:0px 15px 0px 5px;width:100%;vertical-align:middle">
<div class="scrollable" style="max-height:170px; overflow-y:scroll; padding-right:30px; margin-top:0px; margin-bottom:0px">
<ul>
<li>[2024.06]   Graduated with my M.Eng. degree, and left the Software Park Campus of SDU, where I had spent seven years (2017-2024),
and harvested growth and <a target="_blank", href="https://scholar.google.com/citations?user=flZRjOcAAAAJ&hl=en&oi=ao">Love</a>. Forever cherish this journey！</li>
<li>[2024.06]   Received an ideal official Ph.D. offer from UNSW, so excited! I will join
<a target="_blank", href="https://donggong1.github.io/">Dr. Dong Gong</a>'s group, looking forward to this new journey!</li>
<li>[2023.08]   We release our codebase <a target="_blank" href="https://github.com/lms-07/LGTEUN">LGTEUN</a>.
Feel free to test our code.</li>
<li>[2023.04]   Our paper <a target="_blank", href="https://github.com/lms-07/LGTEUN">LGTEUN</a>
for Pan-sharpening was accepted by IJCAI 2023. See you in Macau!</li>
<li>[2023.04]   Our paper <a target="_blank", href="https://github.com/lms-07/AMS-M2ESL">AMS-M2ESL</a>
for Hyperspectral Image Classification was accepted by TGRS.</li>
<li>[2022.10]   Our paper <a target="_blank", href="https://github.com/lms-07/CVSSN">CVSSN</a>
(my first first-author paper) for Hyperspectral Image Classification was accepted by TCSVT!</li>
</ul>
</div>
<!--<li>2024.06    [<strong>C</strong>areer] Received an ideal official Ph.D. offer from UNSW, so excited! I will join
<a target="_blank", href="https://donggong1.github.io/">Dr. Dong Gong</a>'s group, looking forward to this new journey!</li>
<li>2023.08    [<strong>R</strong>esearch] We release our codebase <a target="_blank" href="https://github.com/lms-07/LGTEUN">LGTEUN</a>.
Feel free to test our code.</li>-->
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:25px 15px 0px 15px;width:80%;vertical-align:middle;text-align:justify">
<heading>Research</heading><HR>
<p>
My research interests lie in Computer Vision and Machine Learning. Currently, I am interested in Foundation Models, especially Vision-Language Models
as well as Parameter-Efficient Fine-Tuning. Previously, I explored Remote Sensing Image Analysis in depth with a focus on Hyperspectral Image Classification
and Pan-sharpening.
</p>
<!-- Research Topics:<br>-->
<!--    •   Hyperspectral Image Classification<br>-->
<!--    •   Pan-sharpening<br>-->
<!--    •   Others<br>-->
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:0px 0px 10px 15px;width:35%;vertical-align:middle">
<subheading>First-author Publications</subheading>
</td>
</tr>
<tr>
<td style="padding:10px 5px 20px 15px;width:30%;vertical-align:middle">
<div class="paper_img">
<img src='img/pub/LGTEUN.png'>
</div>
</td>
<td style="padding:0px 15px 10px 0px;width:70%;vertical-align:middle;text-align:justify">
<papertitle>Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening</papertitle>
<br>
<strong><em>Mingsong Li</em></strong>,
<a target="_blank", href="https://scholar.google.com/citations?user=aLjH3NUAAAAJ&hl=en&oi=ao">Yikun Liu</a>,
Tao Xiao,
<a target="_blank", href="https://jsj.hezeu.edu.cn/info/1304/7004.htm">Yuwen Huang</a>,
<a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Gongping Yang</a><sup>†</sup>
<br>
<em>International Joint Conference on Artificial Intelligence (IJCAI)</em>, 2023 (643/4566, ～14%
acceptance)
<br>
<a target="_blank", href="https://www.ijcai.org/proceedings/2023/119">paper</a> /
<a target="_blank", href="https://arxiv.org/abs/2304.14612">arXiv</a> /
<a target="_blank", href="https://github.com/lms-07/LGTEUN">code</a> /
<a target="_blank", href="https://ijcai-23.org/video/?vid=39005187">video</a> /
<a target="_blank", href="https://github.com/lms-07/LGTEUN/blob/main/src/LGTEUN_slides.pdf">slides</a> /
<a target="_blank", href="https://github.com/lms-07/LGTEUN/blob/main/src/LGTEUN_poster.pdf">poster</a>
</td>
</tr>
<tr>
<td style="padding:10px 5px 10px 15px;width:30%;vertical-align:middle">
<div class="paper_img">
<img src='img/pub/AMS-M2ESL.png'>
</div>
</td>
<td style="padding:0px 15px 10px 0px;width:70%;vertical-align:middle;text-align:justify">
<papertitle>Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance
Covariance Representation for Hyperspectral Image Classification
</papertitle>
<br>
<strong><em>Mingsong Li</em></strong>,
<a target="_blank", href="https://fdss.bit.edu.cn/yjdw/js/b153191.htm">Wei Li</a>,
<a target="_blank", href="https://scholar.google.com/citations?user=aLjH3NUAAAAJ&hl=en&oi=ao">Yikun Liu</a>,
<a target="_blank", href="https://jsj.hezeu.edu.cn/info/1304/7004.htm">Yuwen Huang</a>,
<a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Gongping Yang</a><sup>†</sup>
<br>
<em>IEEE Transactions on Geoscience and Remote Sensing (TGRS)</em>, 2023
<br>
<a target="_blank", href="https://ieeexplore.ieee.org/document/10097620">paper</a> /
<a target="_blank", href="https://github.com/lms-07/AMS-M2ESL">code</a>
</td>
</tr>
<tr>
<td style="padding:10px 5px 20px 15px;width:30%;vertical-align:middle">
<div class="paper_img">
<img src='img/pub/CVSSN.png'>
</div>
</td>
<td style="padding:0px 15px 20px 0px;width:70%;vertical-align:middle;text-align:justify">
<papertitle>Exploring the Relationship Between Center and Neighborhoods: Central Vector Oriented
Self-Similarity Network for Hyperspectral Image Classification
</papertitle>
<br>
<strong><em>Mingsong Li</em></strong>,
<a target="_blank", href="https://scholar.google.com/citations?user=aLjH3NUAAAAJ&hl=en&oi=ao">Yikun Liu</a>,
Guangkuo Xue,
<a target="_blank", href="https://jsj.hezeu.edu.cn/info/1304/7004.htm">Yuwen Huang</a>,
<a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Gongping Yang</a><sup>†</sup>
<br>
<em>IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)</em>, 2022
<br>
<a target="_blank", href="https://ieeexplore.ieee.org/document/9933425">paper</a> /
<a target="_blank", href="https://github.com/lms-07/CVSSN">code</a>
</td>
</tr>
<tr>
<td style="padding:15px 0px 10px 15px;width:35%;vertical-align:middle">
<subheading>Selected Co-author Publications</subheading>
</td>
</tr>
<tr>
<td style="padding:10px 5px 10px 15px;width:30%;vertical-align:middle">
<div class="paper_img">
<img src='img/pub/yikun_tgrs_2024.jpg'>
</div>
</td>
<td style="padding:0px 15px 10px 0px;width:70%;vertical-align:middle;text-align:justify">
<papertitle>A Position-Temporal Awareness Transformer for Remote Sensing Change Detection
</papertitle>
<br>
<a target="_blank", href="https://scholar.google.com/citations?user=aLjH3NUAAAAJ&hl=en&oi=ao">Yikun Liu</a>,
Kuikui Wang,
<strong><em>Mingsong Li</em></strong>,
<a target="_blank", href="https://jsj.hezeu.edu.cn/info/1304/7004.htm">Yuwen Huang</a>,
<a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Gongping Yang</a><sup>†</sup>
<br>
<em>IEEE Transactions on Geoscience and Remote Sensing (TGRS)</em>, 2024
<br>
<a target="_blank", href="https://ieeexplore.ieee.org/document/10606289">paper</a>
</td>
</tr>
<tr>
<td style="padding:10px 5px 20px 15px;width:30%;vertical-align:middle">
<div class="paper_img">
<img src='img/pub/taoxiao_tgrs_2023.png'>
</div>
</td>
<td style="padding:0px 15px 20px 0px;width:70%;vertical-align:middle;text-align:justify">
<papertitle>Enhancing Multiscale Representations with Transformer for Remote Sensing Image
Semantic Segmentation
</papertitle>
<br>
Tao Xiao,
<a target="_blank", href="https://scholar.google.com/citations?user=aLjH3NUAAAAJ&hl=en&oi=ao">Yikun Liu</a>,
<a target="_blank", href="https://jsj.hezeu.edu.cn/info/1304/7004.htm">Yuwen Huang</a>,
<strong><em>Mingsong Li</em></strong>,
<a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Gongping Yang</a><sup>†</sup>
<br>
<em>IEEE Transactions on Geoscience and Remote Sensing (TGRS)</em>, 2023
<br>
<a target="_blank", href="https://ieeexplore.ieee.org/document/10066301">paper</a> /
<a target="_blank", href="https://github.com/peach-xiao/EMRT">code</a>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:20px 0px 10px 15px;width:25%;vertical-align:middle">
<subheading>Research Experiences</subheading>
</td>
</tr>
<tr>
<td style="padding:0px 5px 5px 15px;width:75%;vertical-align:middle">
B.Eng. and M.Eng. student<br>
<a target="_blank", href="https://time.sdu.edu.cn/">TIME Lab</a>, Shandong University<br>
Topic: Relationship Exploration Oriented Remote Sensing Image Analysis<br>
Supervisor:  <a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Prof. Gongping Yang</a>
</td>
<td style="padding:0px;width:25%;;vertical-align:middle">
2020.10-2024.06 <br>
</td>
</tr>
<tr>
<td style="padding:5px 5px 0px 15px;width:75%;vertical-align:middle">
Undergraduate Research Assistant<br>
<a target="_blank", href="http://sde.sdu.edu.cn/">SDE Center</a>, Shandong University<br>
Topic: Abnormal Detection of Peer Review in A Crowdsourcing Prospective <br>
Mentor:  <a target="_blank", href="https://faculty.sdu.edu.cn/lliu">Prof. Lei Liu</a>
</td>
<td style="padding:0px;width:25%;vertical-align:middle">
2019.10-2020.10 <br>
</td>
</tr>
</tbody>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:20px 0px 10px 15px;width:25%;vertical-align:middle">
<subheading>Professional Services</subheading>
</td>
</tr>
<tr>
<td style="padding:0px 0px 0px 15px;width:75%;vertical-align:middle">
<strong>Reviewer</strong>
</td>
</tr>
<tr>
<td style="padding:0px 5px 0px 20px;width:75%;vertical-align:middle">
   •    <a target="_blank", href="https://ieeexplore.ieee.org/xpl/aboutJournal.jsp?punumber=36">IEEE Transactions on Geoscience and Remote Sensing (TGRS)</a>
</td>
<td style="padding:0px;width:25%;vertical-align:middle">
2023.09-present<br>
</td>
</tr>
<tr>
<td style="padding:0px 5px 0px 20px;width:75%;vertical-align:middle">
   •    <a target="_blank", href="https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=76">IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)</a>
</td>
<td style="padding:0px;width:25%;vertical-align:middle">
2023.10-present<br>
</td>
</tr>
</table>
<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;">
<tbody>
<tr>
<td style="padding:20px 0px 5px 15px;width:25%;vertical-align:middle">
<subheading>Talks</subheading>
</td>
</tr>
<tr>
<td style="padding:0px 15px 0px 20px;width:100%;vertical-align:middle">
2023.08, <strong><em>Local-Global Transformer Enhanced Unfolding Network for Pan-sharpening</em></strong>
in IJCAI 2023, at Macau, China  
[<a target="_blank", href="https://github.com/lms-07/LGTEUN/blob/main/src/LGTEUN_slides.pdf">slides</a>]
</td>
</tr>
</table>
<!-- <table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>-->
<!-- <tr>-->
<!-- <td style="padding:20px;width:100%;vertical-align:middle">-->
<!-- <heading>Education</heading>-->
<!-- </td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td style="padding:20px;width:30%;vertical-align:middle">-->
<!-- <strong>M.Eng.</strong></strong> in Artificial Intelligence<br>-->
<!-- 2021.09-2024.06 (expect)<br>-->
<!-- School of Software, Shandong University | Jinan, China<br>-->
<!-- Supervisor: Prof.  <a target="_blank", href="https://faculty.sdu.edu.cn/gpyang">Gongping Yang</a>-->
<!-- </td>-->
<!-- <td style="padding:20px;width:30%;vertical-align:middle">-->
<!-- <img src='img/edu/SDU.jpeg', width="80">-->
<!-- </td>-->
<!-- <td style="padding:20px;width:40%;vertical-align:middle">-->
<!--<!– <img src='img/edu/SDU.jpeg', width="80">–>-->
<!-- </td>-->
<!-- </tr>-->
<!-- <tr>-->
<!-- <td style="padding:20px;width:30%;vertical-align:middle">-->
<!-- <strong>B.Eng.</strong></strong> in Software Engineering<br>-->
<!-- 2017.09-2021.06<br>-->
<!-- School of Software, Shandong University | Jinan, China<br>-->
<!-- </td>-->
<!-- <td style="padding:20px;width:30%;vertical-align:middle">-->
<!-- <img src='img/edu/SDU.jpeg', width="80">-->
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<heading>Selected Awards and Honors</heading><HR>
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   •    Tuition Fee Scholarship (TFS) for 3.5 years in The University of New South Wales, 2024<br>
   •    National Scholarship, from the Ministry of Education of China, 2023<br>
   •    President Scholarship (for postgraduates) in Shandong University, 2023<br>
   •    Outstanding Postgraduate Model of Shandong University, 2023<br>
   •    Outstanding Graduates of Shandong University, 2021 & 2024<br>
   •    Outstanding Undergraduate Thesis of Shandong University, 2021<br>
   •    First-class Scholarship for Outstanding Students in Shandong University, 2020 & 2023<br>
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Design and source code mainly from <a style="font-size:small;", target="_blank", href="https://jonbarron.info">Jon Barron's website</a> <br>
All content © Mingsong Li,  last updated: 2025.01
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