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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1" />
<meta name="author" content="Mingleyang Li | 李铭乐洋" />
<title>Mingleyang Li | 李铭乐洋</title>
<link rel="stylesheet" href="stylesheet.css?v=20260909-2" />
</head>
<body>
<aside class="section-nav" aria-label="Page sections">
<div class="section-nav__inner">
<span class="section-nav__label">Index</span>
<div class="section-nav__track">
<span class="section-nav__indicator" aria-hidden="true"></span>
<ol class="section-nav__list" id="section-nav-list"></ol>
</div>
</div>
</aside>
<table id="about" class="page-section" data-nav-section data-nav-label="About" style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;max-width:875px;">
<!-- Header Section with Name and Avatar -->
<tr style="padding:0px">
<td style="padding:2.5%;width:63%;vertical-align:middle">
<p class="name">
<span>Mingleyang Li</span>
<span class="name-divider" aria-hidden="true">|</span>
<span class="chinese-name" lang="zh-CN">李铭乐洋</span>
</p>
<p class="profile-intro">
I am a second-year undergraduate student at <a href="https://english.pku.edu.cn/">Peking University</a>, majoring in Computer Science and Technology in the <a href="https://cfcs.pku.edu.cn/english/research/turing_program/introduction1/index.htm">Turing Class</a>.
Before university, I focused on competitive programming and earned direct university admission eligibility through the National Olympiad in Informatics in 2023.
</p>
<p class="profile-intro">
My current research centers on world action models, with the goal of learning predictive representations that connect visual observations, robot actions, and future physical dynamics.
I was fortunate to first encounter the field of robotics through Prof. <a href="https://zsdonghao.github.io/">Hao Dong</a>. I was also fortunate to get to know <a href="https://wayrise.github.io//">Yuran Wang</a>, and together, we have worked on quite a few interesting projects :>
</p>
<details class="profile-details" lang="zh-CN">
<summary>Chinese version (中文版本)</summary>
<div class="profile-details__content">
<p>
我是北京大学计算机科学与技术专业(图灵班)的大二本科生。在这之前,我主要学习信息学竞赛,并于 2023 年通过全国青少年信息学奥林匹克竞赛获得保送资格。
</p>
<p>
目前,我的研究重心是世界动作模型,希望学习能够连接视觉观测、机器人动作与未来物理动态的预测表征。我有幸由<a href="https://zsdonghao.github.io/">董豪</a>教授接触到 robotics 这个领域。也很幸运地认识到了<a href="https://wayrise.github.io//">王昱然</a>学长,我们一起合作完成了不少有意思的工作 :>
</p>
</div>
</details>
<p class="profile-links">
<a class="profile-link" href="mailto:mlyli25@stu.pku.edu.cn"><img class="profile-link__icon" src="assets/files/icon/email.png" width="18" height="18" alt="" />Email</a>
<a class="profile-link" href="https://scholar.google.com/citations?hl=zh-CN&user=90LnHc8AAAAJ"><img class="profile-link__icon profile-link__icon--round" src="assets/files/icon/google_scholar.png" width="18" height="18" alt="" />Google Scholar</a>
<a class="profile-link" href="https://github.com/d-finite"><img class="profile-link__icon profile-link__icon--round" src="assets/files/icon/github_s.jpg" width="18" height="18" alt="" />GitHub</a>
<a class="profile-link" href="https://www.xiaohongshu.com/user/profile/67c12b52000000000601c031"><img class="profile-link__icon" src="assets/files/icon/xiaohongshu.png" width="18" height="18" alt="" /><span lang="zh-CN">小红书</span></a>
</p>
</td>
<td class="avatar-cell" style="padding:2.5%;width:37%;max-width:37%">
<img
src="images/avatar_2.jpg"
alt="Portrait of Mingleyang Li"
class="avatar"
/>
</td>
</tr>
</table>
<blockquote class="lyric-quote" lang="zh-HK" aria-label="Lyric excerpt from Eason Chan's 沙龍">
<p>
<span class="lyric-line">登高峯一秒 得獎一秒</span>
<span class="lyric-line">再破紀錄的一秒</span>
<span class="lyric-line">港灣晚燈 山頂破曉</span>
<span class="lyric-line">摘下懷念 記住美妙</span>
</p>
<cite>— Eason Chan,《沙龍》</cite>
</blockquote>
<!-- News -->
<table id="news" class="page-section" data-nav-section style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;max-width:875px;">
<tr>
<td style="padding:16px 16px 8px 16px;width:100%;vertical-align:middle">
<h2 class="section-title" style="margin-bottom:8px;">News</h2>
</td>
</tr>
<tr>
<td style="padding:0px 16px 16px 36px;width:100%;vertical-align:middle">
<ul class="compact-list">
<li>[2026/10] 🎉 <a href="https://xpolicylab.github.io/">XPolicyLab</a> received the <strong>Best Tool Paper Award</strong> at the IROS 2026 ScaleInfra Workshop.</li>
<li>[2026/06] 🎉 I received the <strong>SenseTime Scholarship</strong> as the youngest recipient, one of 30 undergraduates selected nationwide.</li>
<li>[2026/01] 🎉 One paper was accepted to ICRA 2026.</li>
</ul>
</td>
</tr>
</table>
<!-- Research Section -->
<table id="research" class="page-section" data-nav-section style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;max-width:875px;">
<tr>
<td style="padding:16px;width:100%;vertical-align:middle">
<h2 class="section-title">Research</h2>
<p>
My research currently centers on World Action Models (WAMs): predictive models that learn how the physical world evolves under robot actions. I am particularly interested in action-conditioned representations, model architectures, scalable training, and systematic evaluation, with the broader goal of building robot agents that can anticipate the consequences of their actions and interact more effectively with the real world.
<span class="representative-line">
Representative works are <strong>highlighted</strong>.<br>
<small class="paper-meta-note">(*equal contribution, †corresponding author, ‡project lead)</small>
</span>
</p>
</td>
</tr>
</table>
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<!-- GroundingPI (co-author, not highlighted) -->
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<td style="padding:5px;width:30%;vertical-align:middle;">
<a class="paper-project-visual" href="https://groundingpi.github.io/" aria-label="Open the GroundingPI project page">
<div class="one show" id="groundingpi_one">
<img src="images/works/groundingpi/teaser.png" alt="GroundingPI paper teaser showing visual grounding capabilities and transfer to physical intelligence" />
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<a class="paper-project-title" href="https://groundingpi.github.io/">
<papertitle>GroundingPI: A Grounding Foundation Model towards Physical Intelligence with Visual Primitives</papertitle>
</a>
<a href="https://skywalker-yqz.github.io/">Qize Yu*‡</a>,
<a href="https://github.com/fan159159">Lianrui Fan*</a>,
<a href="https://boyuchen2004.github.io/">Boyu Chen*</a>,
<a href="https://screatorx.github.io/SCreatorX/">Jiaqi Liang*</a>,
<a href="https://github.com/AshleyD707">Xini Ding*</a>,
<br>
<a href="https://yuechen0614.github.io/">Yue Chen</a>,
Zetian Song,
<a href="https://wayrise.github.io/">Yuran Wang</a>,
Yi Zou,
<a href="https://openreview.net/profile?id=%7EKaixuan_Wang3">Kaixuan Wang</a>,
<a href="https://tianxingchen.github.io/">Tianxing Chen</a>,
<a href="https://songwxuan.github.io/">Wenxuan Song</a>,
<a href="https://zhoubohan0.github.io/">Bohan Zhou</a>,
<strong class="author-self">Mingleyang Li,</strong>
<a href="https://knightnemo.github.io/">Siqiao Huang</a>,
<a href="https://github.com/haha-yuki-haha">Yuqi Ye</a>,
<a href="https://hk.linkedin.com/in/caigao-jiang-309710194">Caigao Jiang</a>,
Wei Wei,
<a href="https://warshallrho.github.io/">Ruihai Wu</a>,
<a href="https://hangzhang.org/">Hang Zhang</a>,
<a href="https://geyixiao.com/">Yixiao Ge</a>,
<a href="https://zsc.github.io/">Shuchang Zhou</a>,
<a href="https://lsl.zone/">Shilong Liu</a>,
<a href="https://www.linkedin.com/in/xianming-liu-07264326">Xianming Liu</a>,
<a href="https://luoping.me/">Ping Luo†</a>,
<a href="https://huangshiyu13.github.io/">Shiyu Huang†</a>
<br>
<span class="paper-links-group paper-links-group--extended">
<span class="paper-link-item"><a class="link-with-icon" href="https://arxiv.org/abs/2609.39601"><img class="link-icon link-icon--brand" src="assets/files/icon/arxiv.svg" width="16" height="16" alt="" />Paper</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://groundingpi.github.io/"><img class="link-icon link-icon--brand link-icon--project" src="assets/files/icon/project-page.svg" width="16" height="16" alt="" />Project Page</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" data-github-repo="groundingpi/GroundingPI" href="https://github.com/groundingpi/GroundingPI"><img class="link-icon link-icon--brand" src="assets/files/icon/github.svg" width="16" height="16" alt="" /><span>Code<span class="github-stars" hidden> (<span class="github-star-count"></span> <span class="star-emoji" aria-hidden="true">⭐</span>)</span></span></a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://huggingface.co/GroundingPI/GroundingPI"><img class="link-icon link-icon--brand" src="assets/files/icon/huggingface.svg" width="16" height="16" alt="" />Hugging Face</a></span>
</span>
<br>
arXiv 2026
<details class="paper-details">
<summary>More details</summary>
<p>
GroundingPI is a 4B grounding foundation model that represents points and boxes as visual primitives and transfers precise perception to robotic manipulation and autonomous driving.
</p>
</details>
</td>
</tr>
<!-- OpenWAM -->
<tr class="paper-row highlight-paper" onmouseout="openwam_stop()" onmouseover="openwam_start()">
<td style="padding:5px;width:30%;vertical-align:middle;">
<a class="paper-project-visual" href="https://openwam-official.github.io/" aria-label="Open the OpenWAM project page">
<div class="one show" id="openwam_one">
<img src="images/works/openwam/overview.png" alt="OpenWAM infrastructure, controlled studies, and pretrained model overview" />
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<td style="padding:15px;width:70%;vertical-align:middle;">
<a class="paper-project-title" href="https://openwam-official.github.io/">
<papertitle>OpenWAM: An Open, Modular Exploration Towards Systematic World–Action Model Pretraining</papertitle>
</a>
<a href="https://wayrise.github.io//">Yuran Wang*‡</a>,
<a href="https://knightnemo.github.io/">Siqiao Huang*‡</a>,
<strong class="author-self">Mingleyang Li*,</strong>
Chenhao Zhang*,
<a href="https://github.com/SCreatorX">Jiaqi Liang*</a>,
<br>
Weiyang Jin,
<a href="https://yuechen0614.github.io/">Yue Chen</a>,
Xuemin Chi,
Donghao Zhou,
Qize Yu,
Yu-Kai Wang,
Yuhan Rui,
Shenzhe Yao,
Zhen Yuan,
<a href="https://github.com/stubborn111">Zhenhao Shen</a>,
Kefei Zhu,
Zijie Zhu,
Ning Gao,
Xiaowei Chi,
Guanqi He,
Shanghang Zhang,
<a href="https://zsdonghao.github.io/">Hao Dong</a>,
Lin Shao†,
Hang Zhao†
<br>
<span class="paper-links-group paper-links-group--extended">
<span class="paper-link-item"><a class="link-with-icon" href="https://arxiv.org/abs/2609.07398"><img class="link-icon link-icon--brand" src="assets/files/icon/arxiv.svg" width="16" height="16" alt="" />Paper</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://openwam-official.github.io/"><img class="link-icon link-icon--brand link-icon--project" src="assets/files/icon/project-page.svg" width="16" height="16" alt="" />Project Page</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" data-github-repo="OpenWAM-Official/OpenWAM" href="https://github.com/OpenWAM-Official/OpenWAM"><img class="link-icon link-icon--brand" src="assets/files/icon/github.svg" width="16" height="16" alt="" /><span>Code<span class="github-stars" hidden> (<span class="github-star-count"></span> <span class="star-emoji" aria-hidden="true">⭐</span>)</span></span></a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://huggingface.co/OpenWAM"><img class="link-icon link-icon--brand" src="assets/files/icon/huggingface.svg" width="16" height="16" alt="" />Hugging Face</a></span>
</span>
<br>
arXiv 2026
<details class="paper-details">
<summary>More details</summary>
<p>
OpenWAM is an open research stack for systematic World–Action Model pretraining, bringing together modular infrastructure (OpenWAM-Infra), controlled studies of model design and training (OpenWAM-Study), and an open pretrained model (OpenWAM-α) for robot manipulation.
</p>
</details>
</td>
</tr>
<!-- Paper 4: XPolicyLab (co-author, not highlighted) -->
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<td style="padding:5px;width:30%;vertical-align:middle;">
<a class="paper-project-visual" href="https://xpolicylab.github.io/" aria-label="Open the XPolicyLab project page">
<div class="one" id="paper4_one">
<img src="images/works/xpolicylab/teaser.png" alt="XPolicyLab overview" />
<div class="two" id="paper4_two">
<img src="images/works/xpolicylab/method.png" alt="XPolicyLab infrastructure" />
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</div>
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<td style="padding:15px;width:70%;vertical-align:middle;">
<a class="paper-project-title" href="https://xpolicylab.github.io/">
<papertitle>XPolicyLab: A Unified Standard and Open Ecosystem for Robot Policy Evaluation and Deployment</papertitle>
</a>
<a href="https://tianxingchen.github.io/">Tianxing Chen*</a>,
<a href="https://yuechen0614.github.io/">Yue Chen*</a>,
<br>
…,
<strong class="author-self">Mingleyang Li,</strong>
…
<br>
<span class="paper-links-group">
<span class="paper-link-item"><a class="link-with-icon" href="https://arxiv.org/abs/2608.09892"><img class="link-icon link-icon--brand" src="assets/files/icon/arxiv.svg" width="16" height="16" alt="" />Paper</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://xpolicylab.github.io/"><img class="link-icon link-icon--brand link-icon--project" src="assets/files/icon/project-page.svg" width="16" height="16" alt="" />Project Page</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" data-github-repo="XPolicyLab/XPolicyLab" href="https://github.com/XPolicyLab/XPolicyLab"><img class="link-icon link-icon--brand" src="assets/files/icon/github.svg" width="16" height="16" alt="" /><span>Code<span class="github-stars" hidden> (<span class="github-star-count"></span> <span class="star-emoji" aria-hidden="true">⭐</span>)</span></span></a></span>
</span>
<br>
<strong><em>IROS 2026 @ ScaleInfra, <span style="color: #ff0000;">Best Tool Paper Award</span> (Oral Presentation)</em></strong>
<br>
<strong><em>ICRA 2026 @ ScaleInfra, <span style="color: #ff0000;">Best Tool Paper Award</span></em></strong>
<details class="paper-details">
<summary>More details</summary>
<p>
XPolicyLab is a unified standard and open ecosystem that reduces N-policy-to-M-environment integration from O(NM) to O(N+M), standardizing installation, serving, and evaluation across simulation and real-robot platforms, with 48 robot policies integrated as of September 2026.
</p>
</details>
</td>
</tr>
<!-- Paper 2 -->
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<a class="paper-project-title" href="https://rmbench.github.io/">
<papertitle>RMBench: Memory-Dependent Robotic Manipulation Benchmark with Insights into Policy Design</papertitle>
</a>
<a href="https://tianxingchen.github.io/">Tianxing Chen*</a>,
<a href="https://wayrise.github.io//">Yuran Wang*</a>,
<strong class="author-self">Mingleyang Li*,</strong>
<a href="https://yanqin2002.github.io/">Yan Qin*</a>,
<br>
<a href="https://scholar.google.com/citations?user=tSK_CIAAAAAJ">Hao Shi</a>,
Zixuan Li,
Yifan Hu,
Yingsheng Zhang,
Kaixuan Wang,
<a href="https://yuechen0614.github.io/">Yue Chen</a>,
<a href="https://whcpumpkin.github.io/">Hongcheng Wang</a>,
<a href="https://scholar.google.com/citations?user=Mu__bJEAAAAJ">Renjing Xu</a>,
<a href="https://warshallrho.github.io/">Ruihai Wu</a>,
<a href="https://yaomarkmu.github.io/">Yao Mu</a>,
<a href="https://www.yangyaodong.com/">Yaodong Yang</a>,
<a href="https://zsdonghao.github.io/">Hao Dong†</a>,
<a href="http://luoping.me/">Ping Luo†</a>
<br>
<span class="paper-links-group">
<span class="paper-link-item"><a class="link-with-icon" href="https://arxiv.org/abs/2603.01229"><img class="link-icon link-icon--brand" src="assets/files/icon/arxiv.svg" width="16" height="16" alt="" />Paper</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://rmbench.github.io/"><img class="link-icon link-icon--brand link-icon--project" src="assets/files/icon/project-page.svg" width="16" height="16" alt="" />Project Page</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" data-github-repo="robotwin-Platform/rmbench" href="https://github.com/robotwin-Platform/rmbench"><img class="link-icon link-icon--brand" src="assets/files/icon/github.svg" width="16" height="16" alt="" /><span>Code<span class="github-stars" hidden> (<span class="github-star-count"></span> <span class="star-emoji" aria-hidden="true">⭐</span>)</span></span></a></span>
</span>
<br>
Under Review
<details class="paper-details">
<summary>More details</summary>
<p>
RMBench is a simulation benchmark comprising 9 manipulation tasks that span multiple levels of memory complexity, enabling systematic evaluation of policy memory capabilities in robotic manipulation.
</p>
</details>
</td>
</tr>
<!-- Paper 3: HeteroGenManip (co-author, not highlighted) -->
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<a class="paper-project-title" href="https://yzmyalier.github.io/HeteroGenManip/">
<papertitle>HeteroGenManip: Generalizable Manipulation for Heterogeneous Object Interactions</papertitle>
</a>
<a href="https://github.com/stubborn111">Zhenhao Shen*</a>,
Zeming Yang*,
<br>
<a href="https://yuechen0614.github.io/">Yue Chen</a>,
<a href="https://wayrise.github.io//">Yuran Wang</a>,
Shengqiang Xu,
<strong class="author-self">Mingleyang Li,</strong>
<a href="https://zsdonghao.github.io/">Hao Dong</a>,
<a href="https://warshallrho.github.io/">Ruihai Wu†</a>
<br>
<span class="paper-links-group">
<span class="paper-link-item"><a class="link-with-icon" href="https://arxiv.org/abs/2605.10201"><img class="link-icon link-icon--brand" src="assets/files/icon/arxiv.svg" width="16" height="16" alt="" />Paper</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://yzmyalier.github.io/HeteroGenManip/"><img class="link-icon link-icon--brand link-icon--project" src="assets/files/icon/project-page.svg" width="16" height="16" alt="" />Project Page</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" data-github-repo="YzmYalier/HeteroGenManip" href="https://github.com/YzmYalier/HeteroGenManip"><img class="link-icon link-icon--brand" src="assets/files/icon/github.svg" width="16" height="16" alt="" /><span>Code<span class="github-stars" hidden> (<span class="github-star-count"></span> <span class="star-emoji" aria-hidden="true">⭐</span>)</span></span></a></span>
</span>
<br>
Under Review
<details class="paper-details">
<summary>More details</summary>
<p>
HeteroGenManip is a task-conditioned two-stage manipulation framework that decouples grasping from interaction, routing each object to a category-specialized foundation model via a Multi-Foundation-Model Diffusion Policy to generalize across heterogeneous object interactions.
</p>
</details>
</td>
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<!-- Paper 1: GarmentPile++ -->
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<a class="paper-project-title" href="https://garmentpile2.github.io/">
<papertitle>GarmentPile++: Affordance-Driven Cluttered Garments Retrieval with Vision-Language Reasoning</papertitle>
</a>
<strong class="author-self">Mingleyang Li*,</strong>
<a href="https://wayrise.github.io//">Yuran Wang*</a>,
<br>
<a href="https://yuechen0614.github.io/">Yue Chen</a>,
<a href="https://tianxingchen.github.io/">Tianxing Chen</a>,
<a href="https://github.com/SCreatorX">Jiaqi Liang</a>,
<a href="https://github.com/hwqa">Zishun Shen</a>,
<a href="https://luhr2003.github.io/">Haoran Lu</a>,
<a href="https://warshallrho.github.io/">Ruihai Wu†</a>,
<a href="https://zsdonghao.github.io/">Hao Dong†</a>
<br>
<span class="paper-links-group">
<span class="paper-link-item"><a class="link-with-icon" href="https://arxiv.org/abs/2603.04158"><img class="link-icon link-icon--brand" src="assets/files/icon/arxiv.svg" width="16" height="16" alt="" />Paper</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" href="https://garmentpile2.github.io/"><img class="link-icon link-icon--brand link-icon--project" src="assets/files/icon/project-page.svg" width="16" height="16" alt="" />Project Page</a></span>
<span class="paper-link-item"><span class="paper-link-separator" aria-hidden="true">|</span><a class="link-with-icon" data-github-repo="d-finite/GarmentPile2" href="https://github.com/d-finite/GarmentPile2"><img class="link-icon link-icon--brand" src="assets/files/icon/github.svg" width="16" height="16" alt="" /><span>Code<span class="github-stars" hidden> (<span class="github-star-count"></span> <span class="star-emoji" aria-hidden="true">⭐</span>)</span></span></a></span>
</span>
<br>
<em>ICRA 2026</em>
<details class="paper-details">
<summary>More details</summary>
<p>
GarmentPile++ is a novel garment retrieval pipeline that can not only follow language instruction to execute safe and clean retrieval but also guarantee exactly one garment is retrieved per attempt.
</p>
</details>
</td>
</tr>
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<strong><a href="https://english.pku.edu.cn/" target="_blank"><papertitle>Peking University (PKU)</papertitle></a></strong>
2025.09 - Present
<br>
<strong>Undergraduate Student</strong>, <a href="https://cfcs.pku.edu.cn/english/research/turing_program/introduction1/index.htm" target="_blank">Turing Class</a>
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<ul class="compact-list">
<li>[2026] <strong>SenseTime Scholarship</strong> (<strong>youngest</strong> recipient; 30 undergraduate awardees nationwide)</li>
<li>[2025] Peking University Freshman Scholarship, Third Prize</li>
<li>[2025] Dean's Scholarship for Freshmen, School of Electronics Engineering and Computer Science, Peking University</li>
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<h2 class="section-title" style="margin-bottom:8px;">Algorithm Competitions</h2>
</td>
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<td style="padding:0px 16px 16px 36px;width:100%;vertical-align:middle">
<ul class="compact-list">
<li>[2026] The 24th Peking University "Jiukun Cup" Programming Contest (PKU-CPC), First Prize</li>
<li>[2025] The 2025 ICPC Asia Chengdu Regional Contest, <strong>Gold Medal</strong></li>
<li>[2025] The 23rd Peking University "Jiukun Cup" Programming Contest (PKU-CPC), First Prize</li>
<li>[2024] China Team Selection (CTS/CTSC), Rank 7/30</li>
<li>[2023] National Olympiad in Informatics (NOI) 2023, <strong>Gold Medal</strong>, National Training Team, Rank 33/50</li>
<li>[2022] National Olympiad in Informatics (NOI) 2022, Category E (junior-high participation, not counted as official), reached the National Training Team cutoff, Rank 2/2</li>
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