教育经历

2006-2010:15vip太阳集团官网本科

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:15vip太阳集团官网15vip太阳集团官网

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。

计算机视觉

安全可信人工智能

具身智能

在IEEE TPAMI、IJCV和CVPR、ICCV等人工智能领域顶级期刊和会议发表学术论文100余篇（其中Nature子刊论文1篇，TPAMI/IJCV论文14篇），Google学术引用7500余次，授权发明专利20余项（其中2项已经成果转化）。作为负责人主持科技部“新一代人工智能”重大项目课题、国家自然科学基金面上项目（2项）/青年项目、国防基础科研项目、中国博士后基金特别资助项目、华为/腾讯校企合作项目。担任信息安全领域权威期刊IEEE TIFS的Associate Editor和《电子学报》青年编委，多次担任NeurIPS，ICML、AAAI、IJCAI等国际顶会的Area Chair和SPC。连续多年入选全球前2%顶尖科学家榜单。

近五年指导研究生获得国家自然科学基金博士生专项1人（学院首个）、中国科协青年人才托举工程博士生专项1人（学院首个）、北航学子最高荣誉“沈元奖章”4人（学院首个），国家奖学金10人；指导本科生获得北航“冯如杯”科技竞赛一等奖2项（学院首个），二等奖4项，三等奖5项。主持校级教改重点项目1项，一般项目2项。

获奖情况

[1]. 国家级青年人才

[2]. 国防技术发明一等奖

[3]. 首都前沿学术成果奖

[4]. 小米青年学者

代表性论文

[1] 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.

[2] 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.

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

[4] 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.

[5] 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.

[8] Xingxing Wei*, Jie Yu, Yao Huang,"Infrared Adversarial Patches with Learnable Shapes and Locations in the Physical World", International Journal of Computer Vision (IJCV) , (2024) 132:1928–1944.

[9] Xingxing Wei*, Huanqian Yan, Bo Li, "Sparse Black-Box Video Attack with Reinforcement Learning", International Journal of Computer Vision (IJCV) , (2022) 130:1459–1473.

[10] Xingxing Wei*, Bangzheng Pu, Shiji Zhao, Jiefan Lu, Baoyuan Wu, "Visual Adversarial Attacks and Defenses in the Physical World: A Survey", ACM Computing Surveys, 2026, 58(10): 1-36.