韦星星
教授,博士生导师
xxwei@buaa.edu.cn

基本情况

教育经历

2006-2010:北京航空航天大学本科

2010-2015:天津大学博士

工作经历

2016-2017:蚂蚁集团员工

2017-2019:清华大学计算机系博士后

2019-至今:北京航空航天大学人工智能学院

主讲课程

研究生课程

主讲研究生专业核心课《AI安全和伦理》,其数字课程上线于“国家智慧教育公共服务平台”、“学堂在线”、“学银在线”等平台,并于2025年被评为校级“研究生精品课”,并获得2025年度校级教学成果二等奖。

本科生课程

主讲本科生专业核心课《模式识别与机器视觉》,其数字课程上线于“学银在线”,并入选北航微专业课程。

研究方向

计算机视觉

安全可信人工智能

具身智能

教学科研成果

获奖情况

[1].国防技术发明一等奖

代表性论文

Xingxing Wei, Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su, "Real-World Adversarial Defense against Patch Attacks based on Diffusion Model", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 47 (2025): 11124-11140.

Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su, Xiaochun Cao, "Distributional Location-Aware Adversarial Patch for Facial Images"; IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 47 (2025): 2849-2864.

Xingxing Wei, Shiji Zhao, Bo Li, "Revisiting the Trade-off between Accuracy and Robustness via Filters’ Weight Distribution", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46 (2024): 8870-8882.

Xingxing Wei, Yao Huang, Yitong Sun, Jie Yu, "Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 46(2024):2348-2363.

Xingxing Wei, Songping Wang, Huanqian Yan, "Efficient Robustness Assessement via Adversarial Spatial-Temporal Focus on Videos", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45 (2023): 10898-10912.

[6] Xingxing Wei, Ying Guo, Jie Yu, "Adversarial Sticker: A Stealthy Attack Method in the Physical World", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45 (2023): 2711-2725.

[7] Xingxing Wei, Ying Guo, Jie Yu, Bo Zhang, "Simultaneously Optimizing Perturbations and Positions for Black-box Adversarial Patch Attack", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 45 (2023): 9041-9054.