alt text  Bowen Peng (彭渤文)
Ph.D Candidate
College of Electronic Science and Technology, National University of Defense Technology (NUDT)
Location: 109 Deya Road, Kaifu District, Changsha, Hunan, China
Education | Interest | News | Publications | Services | Awards

Email: pbow16@nudt.edu.cn, scenarri@gmail.com
[CV] [GitHub] [Google Scholar] [ORCID]

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Education

 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. Xiang Li and Prof. Li Liu. 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.

Research Interest

 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:

News

Publications

S4ST: A Strong, Self-transferable, faSt, and Simple Scale Transformation for Data-free Transferable Targeted Attack
Yongxiang Liu, Bowen Peng, Li Liu†, Xiang Li†
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026
[Link] [ArXiv] [Code]

ATRNet-STAR: A Large Dataset and Benchmark Towards Remote Sensing Object Recognition in the Wild
Yongxiang Liu†, Weijie Li, Li Liu†, Jie Zhou, Bowen Peng, Yafei Song, Xuying Xiong, Wei Yang, Tianpeng Liu, Zhen Liu, Xiang Li†
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026
[Link] [Data]

Fifty Years of SAR ATR: The Road Forward
Jie Zhou, Yongxiang Liu†, Li Liu†, Weijie Li, Bowen Peng, Yafei Song, Gangyao Kuang, Xiang Li†
Preprint
[ArXiv] [Page]

ARBiBench: Benchmarking and Analyzing Adversarial Robustness of Binarized Convolutional Neural Networks
Jiehua Zhang, Peng Zhao, Li Liu, Bowen Peng, Zhen Liu†, Longguang Wang, Yingmei Wei
IEEE Transactions on Information Forensics and Security, 2025
[Link]

MaDiNet: Mamba Diffusion Network for SAR Target Detection
Jie Zhou, Yongxiang Liu†, Bowen Peng, Li Liu†, Xiang Li
IEEE Transactions on Circuits and Systems for Video Technology, 2025
[Link] [Code]

Towards Assessing the Synthetic-to-Measured Adversarial Vulnerability of SAR ATR
Bowen Peng, Bo Peng, Jingyuan Xia, Tianpeng Liu, Yongxiang Liu, Li Liu†
ISPRS Journal of Photogrammetry and Remote Sensing, 2024
[Link] [Code]

Learning Invariant Representation via Contrastive Feature Alignment for Clutter Robust SAR Target Recognition
Bowen Peng, Jianyue Xie, Bo Peng†, Li Liu
IEEE Geoscience and Remote Sensing Letters, 2023
[Link]

Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense
Bowen Peng, Bo Peng†, Jie Zhou, Jianyue Xie, Li Liu†
IEEE Transactions on Geoscience and Remote Sensing, 2022
[Link] [Code]

Speckle-Variant Attack: Toward Transferable Adversarial Attack to SAR Target Recognition
Bowen Peng, Bo Peng†, Jie Zhou, Jingyuan Xia, Li Liu
IEEE Geoscience and Remote Sensing Letters, 2022
[Link] [Code]

An Empirical Study of Fully Black-Box and Universal Adversarial Attack for SAR Target Recognition
Bowen Peng, Bo Peng†, Shaowei Yong, Li Liu
Remote Sensing, 2022
[Link]

Master's Thesis

Research on Adversarial Attack Algorithms for Intelligent Recognition of Radar Targets
Bowen Peng, M. Eng. in Electronic Information, NUDT, China, 2022
[Link]


Academic Service

 I currently serve as a voluntary reviewer for

Honors and Awards