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<!DOCTYPE html>
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<table border="0" id="table1" width="720">
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<p align="center"><font face="Arial"><img border="0" src="me.jpg" width="256pix" height="256pix"></font></p>
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<td>
<br><br>
<font face="Arial" size="5"><b> Shangxi Wu <span lang="zh-cn">吴尚锡</span></b></font>
<p><font face="Arial" style="font-size: 11pt;">北京交通大学 计算机视觉博士生<br>CCF 会员, IEEE SSA, ACM 会员<br></font></p>
<p><font face="Arial" style="font-size: 11pt;">kirinng0709@gmail.com</font></p>
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<td style="border-style: none; border-width: medium;">
<font face="Arial" style="font-size: 12pt;">北京交通大学, 计算机系 2016年9月--至今.<br>
研究兴趣为<b>计算机视觉, 对抗样本, 深度学习.</b><br>
<b>GPA: 3.93</b>
</font>
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</table>
<p class="style4"></p>
<p><b><font face="Arial" size="5">出版物</font></b></p>
<p><span class="style8"><strong><font face="Arial">
<a href="http://scholar.google.com/citations?user=VCC8vrkAAAAJ&hl=en"><span style="color: #eebe00; font-size: 15pt">link to：谷歌学术主页</span></a><br>
<a href="https://dblp.uni-trier.de/pers/hd/w/Wu:Shangxi"><span style="color: #eebe00; font-size: 15pt">link to：dblp数据库引擎</span></a>
</font></strong></span>
</p>
<table border="1" id="table2" style="border-width: 0px;" width="720">
<tbody>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Debiasing backdoor attack: A benign application of backdoor attack in eliminating data bias</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(SCI-A1 Information Science)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
<b>Shangxi Wu</b>,
Qiuyang He,
Yi Zhang,
Dongyuan Lu,
Jitao Sang.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2020</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/2202.10582"><span style="color: #81f2ff; ">arXiv 2202.10582</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Backdoor for Debias: Mitigating Model Bias with Backdoor Attack-based Artificial Bias</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(Nature Comm. Under Review)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
<b>Shangxi Wu</b>,
Qiuyang He,
Fangzhao Wu,
Jitao Sang,
Yaowei Wang,
Changsheng Xu.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2020</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/2303.01504"><span style="color: #81f2ff; ">arXiv 2303.01504</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(ACL 2023)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
Wenjun Peng,
Jingwei Yi,
Fangzhao Wu,
<b>Shangxi Wu</b>,
Bin Zhu,
Lingjuan Lyu,
Binxing Jiao,
Tong Xu,
Guangzhong Sun,
Xing Xie.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2020</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/2305.10036"><span style="color: #81f2ff; ">arXiv 2305.10036</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>An Experimental Study of Semantic Continuity for Deep Learning Models</b></span></i>
<!-- <i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(AAAI 2020 Under Review)</b></span></i> -->
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
<b>Shangxi Wu</b>,
Jitao Sang,
Xian Zhao,
Lizhang Chen
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2020</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/2011.09789"><span style="color: #81f2ff; ">arXiv 2011.09789</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Adaptive Adversarial Logits Pairing</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(ACM Trans ToMM, 2023)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
<b>Shangxi Wu</b>,
Jitao Sang,
Kaiyuan Xu,
Guanhua Zheng,
Changsheng Xu
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2020</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/2005.11904"><span style="color: #81f2ff; ">arXiv 2005.11904</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Attention, Please! Adversarial Defense via Attention Rectification and Preservation</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(ACM Trans ToMM, 2022)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
<b>Shangxi Wu</b>,
Jitao Sang,
Kaiyuan Xu,
Jiaming Zhang,
Yanfeng Sun,
Liping Jing,
Jian Yu.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2018</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/1811.09831"><span style="color: #81f2ff; ">arXiv 1811.09831</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Robust CAPTCHAs towards Malicious OCR</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(IEEE Trans MM, 2020)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
Jiaming Zhang,
Jitao Sang,
Kaiyuan Xu,
<b>Shangxi Wu</b>,
Xian Zhao,
Yongli Hu,
Yanfeng Sun,
Jian Yu.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2019</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/1904.09804"><span style="color: #81f2ff; ">arXiv 1904.09804</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>Butterfly Detection and Classification Based on Integrated YOLO Algorithm</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(ICGEC, 2019)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
Bohan Liang,
<b>Shangxi Wu</b>,
Kaiyuan Xu,
Jingyu Hao.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">Tech report, arXiv, 2020</span>
<span style="font-family: Arial; font-size: 12pt; "><br>
<a href="https://arxiv.org/abs/2001.00361"><span style="color: #81f2ff; ">arXiv 2001.00361</span></a></span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>基于注意力集中机制防御对抗样本的图像分类方法</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(国防发明专利)</b></span></i>
<i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
<b>吴尚锡</b>,
桑基韬,
徐开元,
张家明,
孙艳丰,
景丽萍,
于剑.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">专利第一发明人</span>
</td>
</tr>
<tr>
<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#eebe00" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>基于对抗样本的防御字符识别系统验证码生成方法</b></span></i>
<i><span style="font-family: Arial; font-size: 14pt; color: red"><b>(发明专利)</b></span></i>
<i><span style="font-size: 12pt;"><br></span></i></span> <span style="color: #81f2ff; font-family: Arial; font-size: 13pt; ">
张家明,
桑基韬,
徐开元,
<b>吴尚锡</b>,
孙艳丰,
胡永利,
于剑.
</span><b><span style="color: #81f2ff; font-family: Arial; font-size: x-small; "><br></span></b>
<span style="font-family: Arial; font-size: 12pt; ">专利第四发明人</span>
</td>
</tr>
</tbody>
</table>
<p class="style4"></p>
<p><b><font face="Arial" size="5">研究经历</font></b></p>
<table border="1" id="table3" style="border-width: 0px;" width="720">
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<td style="border-style: none; border-width: medium;" valign="top" width="19"> </td>
<td bgcolor="#fc5900" style="border-style: none; border-width: medium;" valign="top" width="14">
</td>
<td align="left" style="border-style: none; border-width: medium;" valign="top" width="1108">
<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><span style="font-family: Arial; font-size: 14pt; "><b>泓冲量化投资</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2022年10月 – 至今</span><br>
<span style="font-family: Arial; font-size: 12pt; "><b>主持亚毫秒级高频量化系统的搭建，当前规模超1亿元人民币</b></span><br>
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<i><span style="font-family: Arial; font-size: 14pt; "><b>微软亚研院(MSRA)</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2022年10月 – 2023年4月</span><br>
<span style="font-family: Arial; font-size: 12pt; ">研究<b>后门攻击的良性应用</b></span><br>
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<i><span style="font-family: Arial; font-size: 14pt; "><b>深圳鹏城实验室</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2019年10月 – 2022年10月</span><br>
<span style="font-family: Arial; font-size: 12pt; ">参与<b>自主健康中小样本和数据增强问题的研究</b></span><br>
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<i><span style="font-family: Arial; font-size: 14pt; "><b>北京交通大学交通数据分析实验室</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2017年11月 – 至今</span><br>
<span style="font-family: Arial; font-size: 12pt; ">参与<b>面向目标识别的可解释性深度学习关键问题研究（军委科技委）</b>，负责目标检测模块的可解释性工作尤其是对抗样本的可解释和防御工作</span><br>
<span style="font-family: Arial; font-size: 12pt; ">参与<b>高维数据表示（国家自然科学基金“优秀青年基金”）</b>，负责图像高维数据不同层级的概念特征提取模块的实现</span>
<span style="font-family: Arial; font-size: 12pt; ">参与<b>融合人类知识的可信赖跨媒体分析、推理和决策（北京市杰出青年基金）</b></span>
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<i><span style="font-family: Arial; font-size: 14pt; "><b>国家级大学生创新创业项目：从解释性/可视化角度分析图像对抗样本 </b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2017年7月 – 2019年4月</span><br>
<span style="font-family: Arial; font-size: 12pt; ">北交大计算机学院,中期/结题答辩评分最高</span>
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<i><span style="font-family: Arial; font-size: 14pt; "><b>北京交通大学网络与智能研究所</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2017年7月 – 2018年6月</span>
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<i><span style="font-family: Arial; font-size: 14pt; "><b>蝴蝶识别大赛, CCDM 主办</b></span></i>
<span style="font-family: Arial; "><i><span style="font-size: 12pt;"><br></span></i></span>
<span style="font-family: Arial; font-size: 12pt; ">2017年9月 – 2018年6月</span><br>
<span style="font-family: Arial; font-size: 12pt; ">对 100 余种中国现存蝴蝶实现精准识别，获得分类第 13 名，识别 20 名的成绩（总计358 支参赛队伍）</span>
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<p><b><font face="Arial" size="5">技能</font></b></p>
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<p style="margin-left: 4px; line-height: 150%; margin-top: 8px; margin-bottom: 8px;">
<i><b style="font-family: Arial; font-size: 14pt; ">编程语言: Python3(Proficient), C, OpenCV, Latex<br>
深度学习框架: Tensorflow(Proficient)(熟悉多机多卡分布式训练)</span></b></i>
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<p><b><font face="Arial" size="5">获奖情况</font></b></p>
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<i><b style="font-family: Arial; font-size: 14pt; line-height: 40px; ">
国家研究生奖学金， 2020年<br>
清华大学&中科院自动化所，计算机博士生论坛，计算机视觉分会场 oral， 2019年<br>
大学生创新创业大赛国家级，项目主持，2019年<br>
北京交通挑战杯科技类竞赛一等奖， 2019年<br>
ACM 校赛 三等奖， 2019年<br>
ACM 校赛 一等奖， 2018年<br>
北京交通大学计算机学院，科技之星二等奖学金， 2018年<br>
第九届全国大学生数学竞赛非数学专业，北京赛区三等奖， 2017年<br>
北京市，大学生数学竞赛非数学专业三等奖， 2017年<br>
北京交通大学，数学竞赛非数学专业三等奖， 2016年<br>
北京交通大学，校级三等奖学金， 2016年<br>
Google 2016GDD，主会场优秀志愿者， 2016年<br>
</span></b></i>
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