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<!doctype html>
<html lang="en" data-lang="en">
<head>
<meta charset="utf-8">
<title>About Me – Zongying Lin</title>
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Zongying Lin (林宗莹) — M.S. student at Peking University. Research on Generative Models, Protein Design, Drug Discovery.">
<meta property="og:title" content="About Me – Zongying Lin">
<meta property="og:site_name" content="Zongying Lin">
<link rel="canonical" href="#">
<!-- Google Webfonts — same as reference site -->
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href='https://fonts.googleapis.com/css?family=PT+Sans+Narrow:400,700|PT+Serif:400,700,400italic&display=swap' rel='stylesheet' type='text/css'>
<link href='https://fonts.googleapis.com/css2?family=Noto+Serif+SC:wght@400;700&family=Noto+Sans+SC:wght@400;700&display=swap' rel='stylesheet'>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/academicons/1.8.6/css/academicons.min.css">
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css">
<style>
/* === Minimal Mistakes inspired — faithful clone === */
/* Reset */
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[data-lang="zh"] body{font-family:'Noto Serif SC','PT Serif',serif}
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.js-citations{font-variant-numeric:tabular-nums;transition:opacity .3s}
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}
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article{width:54.166%;margin-right:8.333%}
}
/* Mobile: stack everything */
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body{font-size:16px}
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.awards-list .award-meta{float:none;display:block;margin:0}
}
</style>
</head>
<body>
<a href="#main" class="skip-link" data-en="Skip to content" data-zh="跳到正文">Skip to content</a>
<!-- ===================== TOP NAV ===================== -->
<div class="navigation-wrapper">
<div class="site-name">
<a href="#">Zongying Lin</a>
</div>
<div class="top-navigation">
<nav role="navigation">
<ul>
<li><a href="#about" class="top-navigation-current" data-en="About Me" data-zh="关于我">About Me</a></li>
<li><a href="#publications" data-en="Publications" data-zh="论文">Publications</a></li>
<li><a href="#experience" data-en="Experience" data-zh="经历">Experience</a></li>
<li><a href="#awards" data-en="Awards" data-zh="荣誉">Awards</a></li>
<li><a href="#news" data-en="News" data-zh="动态">News</a></li>
<li><button type="button" class="lang-switch" onclick="toggleLang()"><span id="langLabel">中文</span></button></li>
</ul>
</nav>
</div>
</div>
<!-- ===================== MAIN ===================== -->
<div id="main" role="main">
<!-- Sidebar: photo + contacts -->
<div class="article-author-top">
<img src="avatar.jpg" class="bio-photo" alt="Zongying Lin bio photo" width="100" height="100">
<div class="bio-spacer"></div>
<p><a href="mailto:[email protected]"><i class="fas fa-envelope" aria-hidden="true"></i> Email (PKU)</a></p>
<p><a href="mailto:[email protected]"><i class="fab fa-google" aria-hidden="true"></i> Gmail</a></p>
<p><a href="#" onclick="showWechat(event)"><i class="fab fa-weixin" aria-hidden="true"></i> WeChat</a></p>
<p><a href="https://github.com/" target="_blank" rel="noopener"><i class="fab fa-github" aria-hidden="true"></i> Github</a></p>
<p><a href="https://scholar.google.com/citations?user=-XWPfk4AAAAJ" target="_blank" rel="noopener"><i class="ai ai-google-scholar-square" aria-hidden="true"></i> Google Scholar</a></p>
</div>
<!-- Article content -->
<article>
<div class="article-wrap">
<!-- ABOUT ME -->
<h1 id="about" data-en="About Me" data-zh="关于我">About Me</h1>
<p class="no-indent">
<img src="portrait.jpg" class="floatpic" alt="Zongying Lin portrait">
<span data-en="Here is " data-zh="你好，这里是 ">Here is </span><strong>Zongying Lin (林宗莹)</strong>.<br>
</p>
<p data-en='I am a M.S. student in Computer Applied Technology at the School of Electronic and Computer Engineering, <a href="https://www.pku.edu.cn/" target="_blank" rel="noopener">Peking University</a> (PKU), supervised by <strong>Prof. Yonghong Tian</strong> and co-advised by <strong>Prof. Li Yuan</strong>. Previously, I received dual Bachelor’s degrees in <strong>Software Engineering</strong> and <strong>Biology</strong> from <a href="https://www.scu.edu.cn/" target="_blank" rel="noopener">Sichuan University</a> (SCU), where I was enrolled in the Computational Biology Experimental Class.'
data-zh='我是<a href="https://www.pku.edu.cn/" target="_blank" rel="noopener">北京大学</a>信息工程学院计算机应用技术硕士研究生，导师为<strong>田永鸿</strong>教授，指导老师为<strong>袁粒</strong>老师。此前于<a href="https://www.scu.edu.cn/" target="_blank" rel="noopener">四川大学</a>计算生物学交叉实验班，获<strong>软件工程</strong>与<strong>生物学</strong>双学位。'>
I am a M.S. student in Computer Applied Technology at the School of Electronic and Computer Engineering, <a href="https://www.pku.edu.cn/" target="_blank" rel="noopener">Peking University</a> (PKU), supervised by <strong>Prof. Yonghong Tian</strong> and co-advised by <strong>Prof. Li Yuan</strong>. Previously, I received dual Bachelor’s degrees in <strong>Software Engineering</strong> and <strong>Biology</strong> from <a href="https://www.scu.edu.cn/" target="_blank" rel="noopener">Sichuan University</a> (SCU), where I was enrolled in the Computational Biology Experimental Class.
</p>
<p data-en='My research focuses on <strong>AI for Science</strong>, with two complementary directions: (i) advancing <strong>generative AI models themselves</strong> — including diffusion models and large language models, and (ii) applying these models to <strong>scientific domains</strong>, specifically <strong>protein design</strong>, <strong>molecular generation</strong>, and <strong>drug discovery</strong>. To date, I have <strong>9 high-impact papers</strong> published or under submission, accumulating <strong><span class="js-citations">187+</span> citations</strong>, including first-author work at CCF-A venues such as <em>SCIENCE CHINA Information Sciences</em>.'
data-zh='我的研究方向为<strong>科学智能（AI for Science）</strong>，涵盖两个方面：一方面是<strong>AI 模型本身</strong>，包括扩散模型、大语言模型等；另一方面是这些 AI 模型在<strong>科学领域的应用</strong>，具体为<strong>蛋白质设计</strong>、<strong>分子生成</strong>与<strong>药物发现</strong>。再投和发表 <strong>9 篇高水平论文</strong>，累计引用 <strong><span class="js-citations">187+</span></strong>，其中包括发表于 <em>中国科学：信息科学</em> 等 CCF-A 期刊的一作成果。'>
My research focuses on <strong>AI for Science</strong>, with two complementary directions: (i) advancing <strong>generative AI models themselves</strong> — including diffusion models and large language models, and (ii) applying these models to <strong>scientific domains</strong>, specifically <strong>protein design</strong>, <strong>molecular generation</strong>, and <strong>drug discovery</strong>. To date, I have <strong>9 high-impact papers</strong> published or under submission, accumulating <strong><span class="js-citations">187+</span> citations</strong>, including first-author work at CCF-A venues such as <em>SCIENCE CHINA Information Sciences</em>.
</p>
<!-- Live Scholar stats -->
<div class="scholar-stats" id="scholarStats" aria-label="Google Scholar metrics (auto-updated daily)">
<div class="ss-item"><span class="ss-num" data-field="citations_all">—</span><span class="ss-label" data-en="Citations" data-zh="引用">Citations</span></div>
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<div class="ss-item"><span class="ss-num" data-field="paper_count">—</span><span class="ss-label" data-en="Papers" data-zh="论文">Papers</span></div>
<div class="ss-note">
<a href="https://scholar.google.com/citations?user=-XWPfk4AAAAJ" target="_blank" rel="noopener">
<i class="ai ai-google-scholar" aria-hidden="true"></i> <span data-en='Live from <strong>Google Scholar</strong>' data-zh='数据来自 <strong>Google Scholar</strong>'>Live from <strong>Google Scholar</strong></span>
</a>
·
<span class="ss-updated" data-en="updated" data-zh="更新于">updated</span>
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</div>
<p data-en='If you are interested in any aspect of my work, I am always open to discussions and collaborations. Feel free to reach out via <strong>linzongying [at] stu.pku.edu.cn</strong> or <strong>linzy191119 [at] gmail.com</strong>, or add me on WeChat <strong>lzyyy1119</strong> (please state the purpose when adding, thank you!).'
data-zh='欢迎任何对我的研究感兴趣的朋友交流合作。来信请至 <strong>linzongying [at] stu.pku.edu.cn</strong> 或 <strong>linzy191119 [at] gmail.com</strong>，也可通过微信 <strong>lzyyy1119</strong> 添加我（请务必注明来意，谢谢！）。'>
If you are interested in any aspect of my work, I am always open to discussions and collaborations. Feel free to reach out via <strong>linzongying [at] stu.pku.edu.cn</strong> or <strong>linzy191119 [at] gmail.com</strong>, or add me on WeChat <strong>lzyyy1119</strong> (please state the purpose when adding, thank you!).
</p>
<hr>
<!-- RESEARCH INTERESTS -->
<h2 id="research-interests" data-en="Research Interests" data-zh="研究兴趣">Research Interests</h2>
<ul>
<li data-en="AI for Science" data-zh="科学智能（AI for Science）">AI for Science</li>
<li data-en="Large Language Models (LLMs)" data-zh="大语言模型（LLMs）">Large Language Models (LLMs)</li>
<li data-en="Diffusion Models" data-zh="扩散模型（Diffusion Models）">Diffusion Models</li>
<li data-en="Multimodal Machine Learning" data-zh="多模态机器学习">Multimodal Machine Learning</li>
<li data-en="Protein Sequence & Structure Design" data-zh="蛋白质序列与结构设计">Protein Sequence & Structure Design</li>
</ul>
<hr>
<!-- EDUCATION -->
<h2 id="education" data-en="Education" data-zh="教育经历">Education</h2>
<div class="entry">
<h4 data-en="Peking University (PKU)" data-zh="北京大学">Peking University (PKU)</h4>
<span class="when" data-en="Sep 2023 — Jun 2026 (Expected)" data-zh="2023.09 — 2026.06（预计）">Sep 2023 — Jun 2026 (Expected)</span>
<p data-en='M.S. in Computer Applied Technology, School of Electronic and Computer Engineering. Advised by <strong>Prof. Yonghong Tian</strong> and co-advised by <strong>Prof. Li Yuan</strong>. Ranked <strong>3rd</strong> in the program. Recipient of the <strong>National Scholarship</strong>, <strong>Merit Student</strong> (San Hao, ×2), and <strong>Outstanding Research Award</strong>.'
data-zh='计算机应用技术硕士，信息工程学院。导师为<strong>田永鸿</strong>教授，指导老师为<strong>袁粒</strong>老师。综合排名<strong>第三</strong>。获<strong>国家奖学金</strong>、<strong>三好学生</strong>（×2）与<strong>科研优秀奖</strong>。'>
M.S. in Computer Applied Technology, School of Electronic and Computer Engineering. Advised by <strong>Prof. Yonghong Tian</strong> and co-advised by <strong>Prof. Li Yuan</strong>. Ranked <strong>3rd</strong> in the program. Recipient of the <strong>National Scholarship</strong>, <strong>Merit Student</strong> (San Hao, ×2), and <strong>Outstanding Research Award</strong>.
</p>
</div>
<div class="entry">
<h4 data-en="Sichuan University (SCU)" data-zh="四川大学">Sichuan University (SCU)</h4>
<span class="when" data-en="Sep 2019 — Jun 2023" data-zh="2019.09 — 2023.06">Sep 2019 — Jun 2023</span>
<p data-en='Dual B.S. in <strong>Software Engineering</strong> and <strong>Biology</strong>, Computational Biology Experimental Class. Ranked <strong>3rd</strong>. President of Zili Society; Vice-President of the Bio-Innovation Research Association.'
data-zh='<strong>软件工程</strong>与<strong>生物学</strong>双学位学士，计算生物学交叉实验班。综合排名<strong>第三</strong>。自力社社长、生物创研协会副会长。'>
Dual B.S. in <strong>Software Engineering</strong> and <strong>Biology</strong>, Computational Biology Experimental Class. Ranked <strong>3rd</strong>. President of Zili Society; Vice-President of the Bio-Innovation Research Association.
</p>
</div>
<hr>
<!-- PUBLICATIONS -->
<h2 id="publications" data-en="Publications" data-zh="论文发表">Publications</h2>
<p class="no-indent" style="font-size:15px;color:#666">
<span data-en='Selected papers below. Full list on ' data-zh='以下为精选论文。完整列表请见 '>Selected papers below. Full list on </span><a href="https://scholar.google.com/citations?user=-XWPfk4AAAAJ" target="_blank" rel="noopener">Google Scholar</a>. <span data-en="* denotes equal contribution." data-zh="* 表示共同第一作者。">* denotes equal contribution.</span>
</p>
<div class="paper-item">
<div class="paper-fig">
<a href="https://link.springer.com/article/10.1007/s11432-024-4296-6" target="_blank" rel="noopener"><img src="paper_thumbs/taxdiff.png" alt="TaxDiff figure" loading="lazy" width="560" height="420"></a>
</div>
<div class="paper-body">
<span class="venue top">SCIENCE CHINA Information Sciences · CCF-A · SCI Q1 Top · IF 7.621</span>
<h4>TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation</h4>
<p class="authors"><span class="me">Zongying Lin</span>, Hao Li, Liuzhenghao Lv, <em>et al.</em></p>
<p class="paper-meta"><em>SCIENCE CHINA Information Sciences</em>, 2025 · 14 citations · <strong>First Author</strong></p>
<p class="paper-links">
<a href="https://link.springer.com/article/10.1007/s11432-024-4296-6" target="_blank" rel="noopener"><i class="fas fa-book" aria-hidden="true"></i>Paper</a>
<a href="https://arxiv.org/abs/2402.17156" target="_blank" rel="noopener"><i class="fas fa-file-alt" aria-hidden="true"></i>arXiv</a>
<a href="https://github.com/PKU-YuanGroup/TaxDiff" target="_blank" rel="noopener"><i class="fab fa-github" aria-hidden="true"></i>Code</a>
</p>
</div>
</div>
<div class="paper-item">
<div class="paper-fig">
<a href="https://ieeexplore.ieee.org/document/10979347" target="_blank" rel="noopener"><img src="paper_thumbs/prollama.png" alt="ProLLaMA figure" loading="lazy" width="560" height="420"></a>
</div>
<div class="paper-body">
<span class="venue">IEEE Transactions on Artificial Intelligence</span>
<h4>ProLLaMA: A Protein Large Language Model for Multi-Task Protein Language Processing</h4>
<p class="authors">Liuzhenghao Lv, <span class="me">Zongying Lin</span>, Hao Li, <em>et al.</em></p>
<p class="paper-meta"><em>IEEE Trans. on Artificial Intelligence</em>, 2025 · 110+ citations · <strong>Second Author</strong></p>
<p class="paper-links">
<a href="https://ieeexplore.ieee.org/document/10979347" target="_blank" rel="noopener"><i class="fas fa-book" aria-hidden="true"></i>Paper</a>
<a href="https://arxiv.org/abs/2402.16445" target="_blank" rel="noopener"><i class="fas fa-file-alt" aria-hidden="true"></i>arXiv</a>
</p>
</div>
</div>
<div class="paper-item">
<div class="paper-fig">
<a href="https://link.springer.com/chapter/10.1007/978-3-031-16449-1_23" target="_blank" rel="noopener"><img src="paper_thumbs/multi_transsp.png" alt="Multi-TransSP architecture" loading="lazy" width="560" height="420"></a>
</div>
<div class="paper-body">
<span class="venue">MICCAI 2022 · CCF-B</span>
<h4>Multi-TransSP: Multimodal Transformer for Survival Prediction of Nasopharyngeal Carcinoma Patients</h4>
<p class="authors">Hanci Zheng<span class="star">*</span>, <span class="me">Zongying Lin</span><span class="star">*</span>, Q. Zhou, <em>et al.</em></p>
<p class="paper-meta"><em>MICCAI 2022</em> · 50 citations · <strong>Co-first Author</strong></p>
<p class="paper-links">
<a href="https://link.springer.com/chapter/10.1007/978-3-031-16449-1_23" target="_blank" rel="noopener"><i class="fas fa-book" aria-hidden="true"></i>Paper</a>
<a href="https://github.com/gluglurice/Multi-TransSP" target="_blank" rel="noopener"><i class="fab fa-github" aria-hidden="true"></i>Code</a>
</p>
</div>
</div>
<div class="paper-item">
<div class="paper-fig">
<a href="https://arxiv.org/abs/2410.05804" target="_blank" rel="noopener"><img src="paper_thumbs/casa.png" alt="CASA framework" loading="lazy" width="560" height="420"></a>
</div>
<div class="paper-body">
<span class="venue">ICME 2025</span>
<h4>CASA: Class-Agnostic Shared Attributes in Vision-Language Models for Efficient Incremental Object Detection</h4>
<p class="authors">Mingyi Guo, Yuyang Liu, Zhiyuan Yan, <span class="me">Zongying Lin</span>, P. Peng, Y. Tian</p>
<p class="paper-meta"><em>ICME 2025</em></p>
<p class="paper-links">
<a href="https://arxiv.org/abs/2410.05804" target="_blank" rel="noopener"><i class="fas fa-file-alt" aria-hidden="true"></i>arXiv</a>
</p>
</div>
</div>
<div class="paper-item">
<div class="paper-fig">
<a href="https://arxiv.org/abs/2412.20888" target="_blank" rel="noopener"><img src="paper_thumbs/chemling.png" alt="Chemical-Linguistic framework" loading="lazy" width="560" height="420"></a>
</div>
<div class="paper-body">
<span class="venue preprint">arXiv Preprint · 2024</span>
<h4>Navigating Chemical-Linguistic Sharing Space with Heterogeneous Molecular Encoding</h4>
<p class="authors">L. Lv, H. Li, Y. Wang, Z. Yan, Z. Chen, <span class="me">Zongying Lin</span>, <em>et al.</em></p>
<p class="paper-meta"><em>arXiv:2412.20888</em> · 6 citations</p>
<p class="paper-links">
<a href="https://arxiv.org/abs/2412.20888" target="_blank" rel="noopener"><i class="fas fa-file-alt" aria-hidden="true"></i>arXiv</a>
</p>
</div>
</div>
<div class="paper-item">
<div class="paper-fig">
<a href="https://arxiv.org/abs/2409.07912" target="_blank" rel="noopener"><img src="paper_thumbs/mg_score.png" alt="MG-Score framework" loading="lazy" width="560" height="420"></a>
</div>
<div class="paper-body">
<span class="venue preprint">arXiv Preprint · 2024</span>
<h4>Multi-granularity Score-based Generative Framework Enables Efficient Inverse Design of Complex Organics</h4>
<p class="authors">Z. Chen, Y. Wang, L. Lv, H. Li, <span class="me">Zongying Lin</span>, <em>et al.</em></p>
<p class="paper-meta"><em>arXiv:2409.07912</em> · 5 citations</p>
<p class="paper-links">
<a href="https://arxiv.org/abs/2409.07912" target="_blank" rel="noopener"><i class="fas fa-file-alt" aria-hidden="true"></i>arXiv</a>
</p>
</div>
</div>
<hr>
<!-- EXPERIENCE -->
<h2 id="experience" data-en="Experience" data-zh="实习经历">Experience</h2>
<div class="entry">
<h4 data-en='Tencent TEG — Security Platform Department <span class="role">— Applied Research Intern (Algorithm)</span>'
data-zh='腾讯 TEG — 安全平台部 <span class="role">— 应用研究实习生（算法实习生）</span>'>
Tencent TEG — Security Platform Department <span class="role">— Applied Research Intern (Algorithm)</span>
</h4>
<span class="when" data-en="Jan 2026 — Present" data-zh="2026.01 — 至今">Jan 2026 — Present</span>
<ul>
<li data-en="Researched next-generation CAPTCHA designs to defend against advanced automated attacks." data-zh="负责新形态验证码（Next-gen CAPTCHA）的研究与设计，抵御自动化攻击。">Researched next-generation CAPTCHA designs to defend against advanced automated attacks.</li>
<li data-en="Developed CAPTCHA request routing and scheduling strategy algorithms." data-zh="研发验证码请求策略与调度算法。">Developed CAPTCHA request routing and scheduling strategy algorithms.</li>
<li data-en="Investigated image semantic adversarial attacks and defenses for visual verification scenarios." data-zh="研究图片语义对抗样本的攻击与防御方法，应用于视觉验证场景。">Investigated image semantic adversarial attacks and defenses for visual verification scenarios.</li>
</ul>
</div>
<div class="entry">
<h4 data-en='International Digital Economy Academy (IDEA) <span class="role">— Algorithm Intern, CTO Group</span>'
data-zh='粤港澳大湾区数字经济研究院（IDEA）<span class="role">— 算法实习生，CTO 组</span>'>
International Digital Economy Academy (IDEA) <span class="role">— Algorithm Intern, CTO Group</span>
</h4>
<span class="when" data-en="May 2025 — Sep 2025" data-zh="2025.05 — 2025.09">May 2025 — Sep 2025</span>
<ul>
<li data-en="Explored protein generation via diffusion models conditioned on protein complexes." data-zh="探索基于蛋白质复合物条件的扩散模型蛋白质生成。">Explored protein generation via diffusion models conditioned on protein complexes.</li>
<li data-en="Designed screening algorithms for protein–protein interaction complexes." data-zh="设计并实现蛋白质—蛋白质相互作用复合物筛选算法。">Designed screening algorithms for protein–protein interaction complexes.</li>
<li data-en="Built the largest-scale PPI prototype database to date." data-zh="构建最大量级的 PPI 原型数据库。">Built the largest-scale PPI prototype database to date.</li>
</ul>
</div>
<div class="entry">
<h4 data-en='DP Technology (深势科技) <span class="role">— Algorithm Research Intern</span>'
data-zh='北京深势科技有限公司 <span class="role">— 算法研究实习生</span>'>
DP Technology (深势科技) <span class="role">— Algorithm Research Intern</span>
</h4>
<span class="when" data-en="Jul 2024 — May 2025" data-zh="2024.07 — 2025.05">Jul 2024 — May 2025</span>
<ul>
<li data-en="Developed Transformer-based diffusion generative models for drug discovery and molecular design." data-zh="研发基于 Transformer 的扩散生成模型，用于药物发现与分子设计。">Developed Transformer-based diffusion generative models for drug discovery and molecular design.</li>
<li data-en="Built pocket-screening and chiral-molecule design prototype algorithm library." data-zh="构建口袋筛选与手性分子设计原型算法库。">Built pocket-screening and chiral-molecule design prototype algorithm library.</li>
<li data-en="Key modules adopted in downstream drug experiments; produced internal technical reports." data-zh="核心模块被采纳用于后续创新药实验，形成部门内部技术报告。">Key modules adopted in downstream drug experiments; produced internal technical reports.</li>
</ul>
</div>
<hr>
<!-- AWARDS -->
<h2 id="awards" data-en="Awards & Honors" data-zh="荣誉奖项">Awards & Honors</h2>
<ul class="awards-list">
<li><strong data-en="National Scholarship" data-zh="国家奖学金">National Scholarship</strong> <span class="award-meta" data-en="Peking University · 2024" data-zh="北京大学 · 2024">Peking University · 2024</span></li>
<li><strong data-en="Merit Student (San Hao) × 2" data-zh="三好学生（×2）">Merit Student (San Hao) × 2</strong> <span class="award-meta" data-en="Peking University · 2024, 2025" data-zh="北京大学 · 2024、2025">Peking University · 2024, 2025</span></li>
<li><strong data-en="Outstanding Research Award" data-zh="科研优秀奖">Outstanding Research Award</strong> <span class="award-meta" data-en="Peking University · 2024" data-zh="北京大学 · 2024">Peking University · 2024</span></li>
<li><strong data-en="PKU Academic Excellence Award" data-zh="北京大学学习优秀奖">PKU Academic Excellence Award</strong> <span class="award-meta" data-en="Peking University · 2024" data-zh="北京大学 · 2024">Peking University · 2024</span></li>
<li><strong data-en="National Encouragement Scholarship (×2)" data-zh="国家励志奖学金（×2）">National Encouragement Scholarship (×2)</strong> <span class="award-meta" data-en="Sichuan University · 2020–2023" data-zh="四川大学 · 2020—2023">Sichuan University · 2020–2023</span></li>
<li><strong data-en="MCM/ICM Meritorious Winner" data-zh="美国大学生数学建模竞赛一等奖">MCM/ICM Meritorious Winner</strong> <span class="award-meta" data-en="Top 7% internationally · 2022" data-zh="国际级 · 前 7% · 2022">Top 7% internationally · 2022</span></li>
<li><strong data-en="National Optoelectronic Design — Best Creativity" data-zh="全国大学生光电设计竞赛 · 最佳创意奖">National Optoelectronic Design — Best Creativity</strong> <span class="award-meta" data-en="National-level award · 2022" data-zh="国家级 · 2022">National-level award · 2022</span></li>
<li><strong data-en="PKU 31st Sports Meeting — Team 1st" data-zh="北京大学第 31 届校运会 · 团体第一">PKU 31st Sports Meeting — Team 1st</strong> <span class="award-meta" data-en="Class Sports Committee Member · 2024" data-zh="班级体育委员 · 2024">Class Sports Committee Member · 2024</span></li>
</ul>
<hr>
<!-- NEWS -->
<h2 id="news" data-en="News and Updates" data-zh="最新动态">News and Updates</h2>
<ul class="news-list">
<li data-en='<span class="news-date">Jan 2026：</span>Joined <strong>Tencent TEG Security Platform Department</strong> as an Applied Research Intern, working on next-generation CAPTCHA and image semantic adversarial research.'
data-zh='<span class="news-date">2026 年 1 月：</span>加入<strong>腾讯 TEG 安全平台部</strong>，担任应用研究实习生（算法方向），研究新形态验证码与图片语义对抗。'>
<span class="news-date">Jan 2026：</span>Joined <strong>Tencent TEG Security Platform Department</strong> as an Applied Research Intern, working on next-generation CAPTCHA and image semantic adversarial research.
</li>
<li data-en='<span class="news-date">Sep 2025：</span>Awarded <strong>Merit Student</strong> (San Hao) again at Peking University.'
data-zh='<span class="news-date">2025 年 9 月：</span>再次荣获北京大学<strong>三好学生</strong>荣誉。'>
<span class="news-date">Sep 2025：</span>Awarded <strong>Merit Student</strong> (San Hao) again at Peking University.
</li>
<li data-en='<span class="news-date">Sep 2024：</span>Awarded the <strong>National Scholarship</strong>, <strong>Merit Student</strong> (San Hao), and <strong>Outstanding Research Award</strong> at Peking University.'
data-zh='<span class="news-date">2024 年 9 月：</span>荣获北京大学<strong>国家奖学金</strong>、<strong>三好学生</strong>与<strong>科研优秀奖</strong>。'>
<span class="news-date">Sep 2024：</span>Awarded the <strong>National Scholarship</strong>, <strong>Merit Student</strong> (San Hao), and <strong>Outstanding Research Award</strong> at Peking University.
</li>
<li data-en='<span class="news-date">Apr 2025：</span>Our work <strong><em>ProLLaMA</em></strong> has been accepted to <strong><em><a href="https://ieeexplore.ieee.org/document/10979347" target="_blank" rel="noopener">IEEE Transactions on Artificial Intelligence</a></em></strong>, accumulating 110+ citations.'
data-zh='<span class="news-date">2025 年 4 月：</span>我们的工作 <strong><em>ProLLaMA</em></strong> 被 <strong><em><a href="https://ieeexplore.ieee.org/document/10979347" target="_blank" rel="noopener">IEEE Transactions on Artificial Intelligence</a></em></strong> 录用，累计 110+ 引用。'>
<span class="news-date">Apr 2025：</span>Our work <strong><em>ProLLaMA</em></strong> has been accepted to <strong><em><a href="https://ieeexplore.ieee.org/document/10979347" target="_blank" rel="noopener">IEEE Transactions on Artificial Intelligence</a></em></strong>, accumulating 110+ citations.
</li>
<li data-en='<span class="news-date">Feb 2025：</span>Our first-author work <strong><em>TaxDiff</em></strong> has been accepted to <strong><em><a href="https://link.springer.com/article/10.1007/s11432-024-4296-6" target="_blank" rel="noopener">SCIENCE CHINA Information Sciences</a></em></strong> (CCF-A, SCI Q1 Top).'
data-zh='<span class="news-date">2025 年 2 月：</span>一作论文 <strong><em>TaxDiff</em></strong> 被 <strong><em><a href="https://link.springer.com/article/10.1007/s11432-024-4296-6" target="_blank" rel="noopener">中国科学：信息科学</a></em></strong>（CCF-A，SCI 一区 Top）录用。'>
<span class="news-date">Feb 2025：</span>Our first-author work <strong><em>TaxDiff</em></strong> has been accepted to <strong><em><a href="https://link.springer.com/article/10.1007/s11432-024-4296-6" target="_blank" rel="noopener">SCIENCE CHINA Information Sciences</a></em></strong> (CCF-A, SCI Q1 Top).
</li>
<li data-en='<span class="news-date">Jan 2025：</span>Our work <strong><em>CASA</em></strong> has been accepted to <strong>ICME 2025</strong> — Class-Agnostic Shared Attributes for Incremental Object Detection.'
data-zh='<span class="news-date">2025 年 1 月：</span>我们的工作 <strong><em>CASA</em></strong> 被 <strong>ICME 2025</strong> 录用 — 面向增量目标检测的类无关共享属性。'>
<span class="news-date">Jan 2025：</span>Our work <strong><em>CASA</em></strong> has been accepted to <strong>ICME 2025</strong> — Class-Agnostic Shared Attributes for Incremental Object Detection.
</li>
<li data-en='<span class="news-date">Sep 2023：</span>Joined <strong>Peking University</strong> as an M.S. student in Computer Applied Technology.'
data-zh='<span class="news-date">2023 年 9 月：</span>进入<strong>北京大学</strong>攻读计算机应用技术硕士学位。'>
<span class="news-date">Sep 2023：</span>Joined <strong>Peking University</strong> as an M.S. student in Computer Applied Technology.
</li>
<li data-en='<span class="news-date">May 2022：</span>Co-first-author work <strong><em>Multi-TransSP</em></strong> accepted by <strong><em><a href="https://link.springer.com/chapter/10.1007/978-3-031-16449-1_23" target="_blank" rel="noopener">MICCAI 2022</a></em></strong> (CCF-B) — Survival Prediction for Nasopharyngeal Carcinoma.'
data-zh='<span class="news-date">2022 年 5 月：</span>共一论文 <strong><em>Multi-TransSP</em></strong> 被 <strong><em><a href="https://link.springer.com/chapter/10.1007/978-3-031-16449-1_23" target="_blank" rel="noopener">MICCAI 2022</a></em></strong>（CCF-B）录用 — 鼻咽癌生存预测。'>
<span class="news-date">May 2022：</span>Co-first-author work <strong><em>Multi-TransSP</em></strong> accepted by <strong><em><a href="https://link.springer.com/chapter/10.1007/978-3-031-16449-1_23" target="_blank" rel="noopener">MICCAI 2022</a></em></strong> (CCF-B) — Survival Prediction for Nasopharyngeal Carcinoma.
</li>
</ul>
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