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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
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<title>Bowen Peng (彭渤文)</title>
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<div id="layout-content" style="margin-top:25px">
<table class="imgtable"><tr><td>
<a href="https://scenarri.github.io/"><img src="files/BowenPeng.png" alt="alt text" width="130px" height="181px" /></a> </td>
<td align="left"><h><font color="#527bbd"><font size=5em><strong>Bowen Peng (彭渤文)</strong></font></font></h>
<br/>
<i>Ph.D Candidate<br/></i>
<br/>
<a href="https://www.nudt.edu.cn/yssz/dzkxxy/index.htm"> College of Electronic Science and Technology</a>, <a href="https://www.nudt.edu.cn/"> National University of Defense Technology (NUDT) </a> <br/>
Location: 109 Deya Road, Kaifu District, <i>Changsha</i>, Hunan, China
<br/>
<A HREF="#Education">Education</A> |
<A HREF="#Interest">Interest</A> |
<A HREF="#News">News</A> |
<A HREF="#Publications">Publications</A> |
<A HREF="#Services">Services</A> |
<A HREF="#Awards">Awards</A>
<br />
<br/>
</a> Email: <a href = "mailto: [email protected]">[email protected]</a>, <a href = "mailto: [email protected]">[email protected]</a><br/>
[<a href="./files/CV.pdf" target="_blank">CV</a>]
[<a href="https://github.com/scenarri" target="_blank">GitHub</a>]
[<a href="https://scholar.google.com/citations?hl=zh-CN&tzom=-480&user=I8QD_w0AAAAJ" target="_blank">Google Scholar</a>]
[<a href="https://orcid.org/0000-0002-6793-5025" target="_blank">ORCID</a>]
</td></tr></table>
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Leave me an anonymous message :)
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<br/>
<A NAME="Education"><h2>Education</h2></A>
I am currently pursuing the Ph.D degree in Information & Communication Engineering at the Comprehensive Situation Awareness Group, College of Electronic Science and Technology, NUDT, fortunately supervised by Prof. <a href="https://casad.cas.cn/ysxx2022/ysmd/xxjs/202201/t20220111_4821786.html" target="_blank">Xiang Li</a> and Prof. <a href="http://lilyliliu.com/" target="_blank">Li Liu</a>. I received my M. Eng. (Supervisor: Prof. Shaowei Yong, Associate Prof. Bo Peng, and Prof. Li Liu) and B. Eng. degrees at NUDT, in 2022 and 2020, respectively.
<br/>
<br/>
<A NAME="Interest"><h2>Research Interest</h2></A>
My research interests include computer vision, adversarial machine learning, remote sensing image recognition (especially SAR imagery), and multimodal foundation models for remote sensing. Currently, I focus on:
<ul>
<li>Adversarial attack/robustness of vision models</li>
<li>Understanding and trustworthiness of foundation models for remote sensing</li>
</ul>
<br/>
<A NAME="News"><h2>News</h2></A>
<ul>
<li> <strong> <font color="#FF0000">[2026.03]</font> </strong> S<sup>4</sup>ST is accepted by <strong>IEEE TPAMI</strong>!</li>
<li> <strong> <font color="#FF0000">[2024.07]</font> </strong> My citations have hit 100, a modest milestone that fills me with gratitude and joy.</li>
<li> <strong> <font color="#FF0000">[2024.06]</font> </strong> One paper is accepted by ISPRS Journal of Photogrammetry and Remote Sensing.</li>
<li> <strong> <font color="#FF0000">[2024.04]</font> </strong> Presentation at the 1st Chinese Society of Optical Engineering Young Scientists Conference, Nanjing, China.</li>
<li> <strong> <font color="#FF0000">[2024.01]</font> </strong> My <A HREF="#Thesis">master's thesis</A> has been selected as the <strong>CIE</strong> Outstanding Master's Thesis Award.<br/>
<li> <strong> <font color="#FF0000">[2023.11]</font> </strong> One paper is accepted by IEEE GRSL.</li>
<li> <strong> <font color="#FF0000">[2022.10]</font> </strong> One paper is accepted by IEEE TGRS.</li>
<li> <strong> <font color="#FF0000">[2022.07]</font> </strong> One paper is accepted by Remote Sensing.</li>
<li> <strong> <font color="#FF0000">[2022.06]</font> </strong> One paper is accepted by IEEE GRSL.</li>
</ul>
<br/>
<A NAME="Publications"><h2>Publications</h2></A>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Better with Less: Tackling Heterogeneous Multi-Modal Image Joint Pretraining via Conditioned and Degraded Masked Autoencoder</strong>
<br />
Bowen Peng, Yongxiang Liu†, Jie Zhou, Xiaodong Chen, Tianpeng Liu, Xiaogang Yu, Li Liu†<br />
Preprint (<u>CoDeMAE establishes SOTA across RGB and SAR benchmarks.</u>)<br />
[<a href="https://arxiv.org/abs/2604.16952">ArXiv</a>]
[<a href="https://github.com/scenarri/CoDeMAE">Code</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>S<sup>4</sup>ST: A Strong, Self-transferable, faSt, and Simple Scale Transformation for Data-free Transferable Targeted Attack</strong>
<br />
Yongxiang Liu, Bowen Peng, Li Liu†, Xiang Li†<br />
<u>IEEE Transactions on Pattern Analysis and Machine Intelligence</u>, 2026<br />
[<a href="https://ieeexplore.ieee.org/document/11475894">Link</a>]
[<a href="https://arxiv.org/abs/2410.13891">ArXiv</a>]
[<a href="https://github.com/scenarri/S4ST">Code</a>] <br />
</p>
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</div>
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<div class="media-body">
<p class="media-heading">
<strong>ATRNet-STAR: A Large Dataset and Benchmark Towards Remote Sensing Object Recognition in the Wild</strong>
<br />
Yongxiang Liu†, Weijie Li, Li Liu†, Jie Zhou, Bowen Peng, Yafei Song, Xuying Xiong, Wei Yang, Tianpeng Liu, Zhen Liu, Xiang Li†<br />
<u>IEEE Transactions on Pattern Analysis and Machine Intelligence</u>, 2026<br />
[<a href="https://ieeexplore.ieee.org/document/11367309">Link</a>]
[<a href="https://github.com/waterdisappear/ATRNet-STAR">Data</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Fifty Years of SAR ATR: The Road Forward</strong>
<br />
Jie Zhou, Yongxiang Liu†, Li Liu†, Weijie Li, Bowen Peng, Yafei Song, Gangyao Kuang, Xiang Li† <br />
Preprint<br />
[<a href="https://arxiv.org/pdf/2509.22159v1">ArXiv</a>]
[<a href="https://github.com/JoyeZLearning/SAR-ATR-From-Beginning-to-Present">Page</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>ARBiBench: Benchmarking and Analyzing Adversarial Robustness of Binarized Convolutional Neural Networks</strong>
<br />
Jiehua Zhang, Peng Zhao, Li Liu, Bowen Peng, Zhen Liu†, Longguang Wang, Yingmei Wei<br />
<u> IEEE Transactions on Information Forensics and Security</u>, 2025<br />
[<a href="https://ieeexplore.ieee.org/abstract/document/11168925">Link</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>MaDiNet: Mamba Diffusion Network for SAR Target Detection</strong>
<br />
Jie Zhou, Yongxiang Liu†, Bowen Peng, Li Liu†, Xiang Li<br />
<u>IEEE Transactions on Circuits and Systems for Video Technology</u>, 2025<br />
[<a href="https://ieeexplore.ieee.org/abstract/document/11016924">Link</a>]
[<a href="https://github.com/JoyeZLearning/MaDiNet">Code</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR</strong>
<br />
Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu†<br />
<u>ISPRS Journal of Photogrammetry and Remote Sensing</u>, 2024<br />
[<a href="https://www.sciencedirect.com/science/article/pii/S092427162400234X">Link</a>]
[<a href="https://github.com/scenarri/S2M-TEA">Code</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition</strong>
<br />
Bowen Peng, Jianyue Xie, Bo Peng†, Li Liu<br />
<u>IEEE Geoscience and Remote Sensing Letters</u>, 2023<br />
[<a href="https://ieeexplore.ieee.org/document/10305574">Link</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense</strong>
<br />
Bowen Peng, Bo Peng†, Jie Zhou, Jianyue Xie, Li Liu† <br />
<u>IEEE Transactions on Geoscience and Remote Sensing</u>, 2022<br />
[<a href="https://ieeexplore.ieee.org/abstract/document/9915465">Link</a>] [<a href="https://github.com/scenarri/SMGAA">Code</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition</strong>
<br />
Bowen Peng, Bo Peng†, Jie Zhou, Jingyuan Xia, Li Liu <br />
<u>IEEE Geoscience and Remote Sensing Letters</u>, 2022<br />
[<a href="https://ieeexplore.ieee.org/document/9800917">Link</a>] [<a href="https://github.com/scenarri/SVA">Code</a>] <br />
</p>
</div>
</div>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>An Empirical Study of Fully Black-Box and Universal Adversarial Attack for SAR Target Recognition</strong>
<br />
Bowen Peng, Bo Peng†, Shaowei Yong, Li Liu <br />
<u>Remote Sensing</u>, 2022<br />
[<a href="https://www.mdpi.com/2072-4292/14/16/4017">Link</a>]<br />
</p>
</div>
</div>
<A NAME="Thesis"><h3>Master's Thesis</h3></A>
<div class="media">
<div class="media-body">
<p class="media-heading">
<strong>Research on Adversarial Attack Algorithms for Intelligent Recognition of Radar Targets</strong>
<br />
Bowen Peng, M. Eng. in Electronic Information, NUDT, China, 2022 <br />
[<a href="https://pan.baidu.com/s/1opsdAYGv-lCIbI_sThG-Ww?pwd=5631">Link</a>]<br />
</p>
</div>
</div>
<br/>
<A NAME="Services"><h2>Academic Service</h2></A>
I currently serve as a voluntary reviewer for
<ul>
<li>IEEE Transactions on Pattern Analysis and Machine Intelligence</li>
<li>IEEE Transactions on Geoscience and Remote Sensing</li>
<li>IEEE Transactions on Image Processing</li>
<li>IEEE Transactions on Circuits and Systems for Video Technology</li>
<li>IEEE Transactions on Multimedia</li>
</ul>
<br/>
<A NAME="Awards"><h2>Honors and Awards</h2></A>
<ul>
<li>NUDT Outstanding Master's Thesis Award, 2024</a></li>
<li><strong>C</strong>hinese <strong>I</strong>nstitute of <strong>E</strong>lectronics Outstanding Master's Thesis Award, 2023</a></li>
</ul>
<br/>
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