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<!DOCTYPE html>
<!-- saved from url=(0073)file:///D:/yesti/Downloads/Compressed/yestinl.github.io-master/index.html -->
<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title> Yanxin Long (龙衍鑫) | Sun Yat-sen University </title>
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<meta name="author" content="Yanxin Long">
<meta name="keywords" content="Yanxin Long, 龙衍鑫, Yanxin Long SYSU, CV, NLP, MultiModal, Yanxin Long">
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<meta name="description" content="Homepage of Yanxin Long">
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</head>
<body>
<div class="container content">
<main>
<div class="home">
<div class="mini-intro">
<img class="avatar" src="./index_files/longyanxin.jpg" alt="wxzhang-photo">
<h1 id="wxzhang">Yanxin Long <span style="font-family:STFangsong">(龙衍鑫)</span></h1>
<p><small><code class="language-plaintext highlighter-rouge">longyx9@mail2.sysu.edu.cn</code></small></p>
<p>Hi, I am currently a master student in the School of Intelligent Systems Engineering, <a href="http://www.sysu.edu.cn/en/index.htm">Sun Yat-sen University</a>. I work at <a href="http://www.sysu-hcp.net/home/">HCP Lab</a> under the supervision
of <a href="https://scholar.google.com/citations?user=voxznZAAAAAJ&hl=zh-CN">Prof. Xiaodan Liang</a>. Before that, I received my Bachelor Degree from the Comunication College, <a href="https://www.xidian.edu.cn/">Xidian University</a> in 2020.
</p><p>I have a broad interest in multimodal vision-language understanding problems, especially utilizing deep learning for various pratical tasks.
Currently, my major research interest focuses on <span style="color:#B08519">vision-language navigation and open-world object detection</span>.</p>
<p>More about me: <a href="https://scholar.google.com/citations?hl=en&user=uqiNUvwAAAAJ">Google Scholar</a> / <a href="https://github.com/yestinl">Github</a> </p>
<hr>
<h3 id="research-interests">Research Interests</h3>
<ul>
<li>Vision-language Navigation (disturbation environment settings)</li>
<li>Open-world Object Detection</li>
<li>Vision-language Pre-training</li>
</ul>
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<h3 id="publications">Selected Publications <font size="4.5">[<a href="https://scholar.google.com/citations?hl=en&user=uqiNUvwAAAAJ">Google Scholar</a>]</font></h3>
<ul>
<li>
<div id="text" style="color:#1f57b8">CapDet: Unifying Dense Captioning and Open-World Detection Pretraining</div>
<strong>Yanxin Long</strong>, Youpeng Wen, Jianhua Han, Hang Xu, Pengzhen Ren, Wei Zhang, Shen Zhao, Xiaodan Liang.
<br><i>IEEE Conference on Computer Vision and Pattern Recognition</i>, 2023. (<b>CVPR, CCF-A</b>)
[<a href="https://arxiv.org/pdf/2303.02489">paper</a>] </li>
<p> </p>
</ul>
<ul>
<li>
<div id="text" style="color:#1f57b8">NLIP: Noise-robust Language-Image Pre-training</div>
Runhui Huang, <strong>Yanxin Long</strong>, Jianhua Han, Hang Xu, Xiwen Liang, Chunjing Xu, Xiaodan Liang.
<br><i>Proc. of AAAI Conference on Artificial Intelligence</i>, 2023. (<b>AAAI, CCF-A</b>)
[<a href="https://arxiv.org/pdf/2212.07086">paper</a>] </li>
<p> </p>
</ul>
<ul>
<li>
<div id="text" style="color:#1f57b8">Retreat for advancing: Dynamic reinforced instruction attacker for robust visual navigation</div>
Bingqian Lin, Yi Zhu, <strong>Yanxin Long</strong>, Xiaodan Liang, Qixiang Ye, Liang Lin.
<br><i>IEEE Transactions on Pattern Analysis and Machine Intelligence, doi: 10.1109/TPAMI.2021.3097435</i>, 2021. (<b>T-PAMI, IF: 24.314</b>)
[<a href="https://www.sysu-hcp.net/userfiles/files/2022/01/22/a0d7aa812509945d.pdf">paper</a>] </li>
<p> </p>
</ul>
<ul>
<li>
<div id="text" style="color:#1f57b8">Towards Deviation-robust Agent Navigation via Perturbation-aware Contrastive Learning</div>
Bingqian Lin*, <strong>Yanxin Long*(co-first author)</strong>, Yi Zhu, Fengda Zhu, Xiaodan Liang, Qixiang Ye, Liang Lin.
<br><i>IEEE Transactions on Pattern Analysis and Machine Intelligence, doi: 10.1109/TPAMI.2023.3273594</i>, 2023. (<b>T-PAMI, IF: 24.314</b>)</li>
<p> </p>
</ul>
<ul>
<li>
<div id="text" style="color:#1f57b8">Prompt-Enhanced Self-Training for Open-Vocabulary Object Detection</div>
<strong>Yanxin Long</strong>, Jianhua Han, Runhui Huang, Yi Zhu, Xiaodan Liang, Hang Xu, Chunjing Xu.
<br><i>IEEE Transactions on Neural Networks and Learning Systems, doi: 10.1109/TNNLS.2023.3293484</i>, 2023. (<b>TNNLS, IF: 14.255</b>)
[<a href="https://arxiv.org/pdf/2211.00849">paper</a>]</li>
<p> </p>
</ul>
<h3 id="awards">Experiences</h3>
<ul>
<li> <strong>June 2021-May 2022</strong>, Research Intern, Noah Ark Lab, Huawei. </li>
</ul>
<h3 id="awards">Honors & Awards</h3>
<ul>
<li> First Prize of Graduate Scholarship of SYSU, 2020, 2021 </li>
<li> First Prize of Computer Design Competition in Northwest China, 2019</li>
<li> Second Prize of Challenge Cup in Shannxi Province, 2017</li>
<li> National Undergraduate Scholarship for Encouragement, 2018 </li>
<li> Outstanding Student of Xidian University, XDU, 2017, 2018 </li>
<li> Outstanding Graduates of Xidian University, XDU, 2019 </li>
</ul>
<h3 id="professional">Professional Activities</h3>
<ul>
<li> Reviewer: ICPR 2022 </li>
</ul>
<h3 id="hobbies">Hobbies </h3>
<ul>
<li> Badminton, Billiards, Marathon, Skiing </li>
</ul>
</div>
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<p> </p>
<h4> In <em>CUHK</em>:</h4>
<ul>
<li> TA for ECLT5810 E-Commerce Data Mining Technique (for Msc, 2018-19 Spring) </li>
<li> TA for SEEM3460/ESTR3504 Computer Processing System Concepts (for UG, 2018-19 Fall, 2019-2020 Fall, 2020-2021 Fall) </li>
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</li>
<li class="tab-header-and-content">
<a href="#" class="tab-link">Blog</a>
<div class="tab-content featured-posts">
<p></p>
<p>Here are some of my favourite blog posts:</p>
<article class="post">
<h4 class="post-title">
<a href=""> Word Vector - Distributional VS. Distributed Representation </a>
</h4>
</article>
<a href="archives.html" class="see-archives">See all articles</a>
</div>
</li>
<li class="tab-header-and-content">
<a href="#" class="tab-link">Miscellaneous</a>
<div class="tab-content">
<h2 id="tidbits">Tidbits</h2>
</div>
</li>
</ul>
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<p style="text-align:right;">Last modified date: Feb, 2021
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