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Wei, Xingxing

  1. Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving
    2023/03/20 by Yinpeng Dong, Dong, Yinpeng, Caixin Kang +15 · 13 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  2. Transferable Adversarial Attacks for Image and Video Object Detection
    2018/11/30 by Xingxing Wei, Siyuan Liang, Wei, Xingxing +5 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection
    2022/01/22 by Liang, Siyuan, Wu, Baoyuan, Fan, Yanbo +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Adversarial Sticker: A Stealthy Attack Method in the Physical World
    2021/04/14 by Wei, Xingxing, Guo, Ying, Yu, Jie · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  5. MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
    2024/06/11 by Yichi Zhang, Zhang, Yichi, Yao Huang +23 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  6. Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection
    2022/09/28 by Maoxun Yuan, Yuan, Maoxun, Yinyan Wang +3 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  7. Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency
    2025/01/09 by Zhao, Shiji, Duan, Ranjie, Wang, Fengxiang +7 · 16 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  8. Improving Fast Adversarial Training with Prior-Guided Knowledge
    2023/04/01 by Xiaojun Jia, Jia, Xiaojun, Yong Zhang +11 · 6 citations
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Nuclear Physics and Applications
  9. Mitigating Accuracy-Robustness Trade-off via Balanced Multi-Teacher Adversarial Distillation
    2023/06/28 by Shiji Zhao, Xizhe Wang, Zhao, Shiji +3 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  10. Unified Adversarial Patch for Cross-modal Attacks in the Physical World
    2023/07/15 by Xingxing Wei, Wei, Xingxing, Yao Huang +5 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
  11. UniRGB-IR: A Unified Framework for Visible-Infrared Semantic Tasks via Adapter Tuning
    2024/04/26 by Maoxun Yuan, Yuan, Maoxun, Bo Cui +7 · 5 citations
    Engineering · #Infrared Target Detection Methodologies #CCD and CMOS Imaging Sensors
  12. The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition
    2024/05/14 by Ling-Dong Kong, Shaoyuan Xie, Kong, Lingdong +179 · 5 citations
    Computer Science · #Advanced Software Engineering Methodologies #Real-Time Systems Scheduling
  13. Improving Adversarial Robust Fairness via Anti-Bias Soft Label Distillation
    2023/12/09 by Zhao, Shiji, Duan, Ranjie, Wang, Xizhe +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Visual Adversarial Attacks and Defenses in the Physical World: A Survey
    2022/11/03 by Xingxing Wei, Wei, Xingxing, Bangzheng Pu +6 · 3 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis
  15. ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints
    2022/10/08 by Dong, Yinpeng, Ruan, Shouwei, Su, Hang +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. Mitigating Overthinking in Large Reasoning Models via Manifold Steering
    2025/05/28 by Huang, Yao, Chen, Huanran, Ruan, Shouwei +3 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World
    2023/07/27 by Wei, Xingxing, Huang, Yao, Sun, Yitong +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Towards Viewpoint-Invariant Visual Recognition via Adversarial Training
    2023/07/16 by Shouwei Ruan, Yinpeng Dong, Ruan, Shouwei +9 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks
    2023/06/15 by Kang, Caixin, Dong, Yinpeng, Wang, Zhengyi +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Towards Transferable Targeted 3D Adversarial Attack in the Physical World
    2023/12/15 by Yao Huang, Yinpeng Dong, Huang, Yao +9 · 3 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications
  21. Removal then Selection: A Coarse-to-Fine Fusion Perspective for RGB-Infrared Object Detection
    2024/01/19 by Tianyi Zhao, Zhao, Tianyi, Maoxun Yuan +4 · 3 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies
  22. Enhancing Transferability of Adversarial Examples with Spatial Momentum
    2022/03/25 by Wang, Guoqiu, Yan, Huanqian, Wei, Xingxing · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Simultaneously Optimizing Perturbations and Positions for Black-box Adversarial Patch Attacks
    2022/12/26 by Wei, Xingxing, Guo, Ying, Yu, Jie +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Vulnerabilities in AI-generated Image Detection: The Challenge of Adversarial Attacks
    2024/07/30 by Diao, Yunfeng, Zhai, Naixin, Miao, Changtao +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  25. Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
    2025/05/27 by Yao Huang, Yitong Sun, Huang, Yao +9 · 8 citations
    Computer Science · #Cybercrime and Law Enforcement Studies
  26. Sparse Adversarial Perturbations for Videos
    2018/03/07 by Wei, Xingxing, Zhu, Jun, Su, Hang · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  27. Heuristic Black-box Adversarial Attacks on Video Recognition Models
    2019/11/21 by Zhipeng Wei, Wei, Zhipeng, Jingjing Chen +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  28. Defending Adversarial Patches via Joint Region Localizing and Inpainting
    2023/07/26 by Chen, Junwen, Wei, Xingxing · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. TASAR: Transfer-based Attack on Skeletal Action Recognition
    2024/09/04 by Diao, Yunfeng, Wu, Baiqi, Zhang, Ruixuan +5 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Oyster-I: Beyond Refusal -- Constructive Safety Alignment for Responsible Language Models
    2025/09/02 by Duan, Ranjie, Liu, Jiexi, Jia, Xiaojun +27 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Symbolic Computation (cs.SC)
  31. Rethinking Multi-Modal Object Detection from the Perspective of Mono-Modality Feature Learning
    2025/03/14 by Zhao, Tianyi, Liu, Boyang, Gao, Yanglei +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Embodied Laser Attack:Leveraging Scene Priors to Achieve Agent-based Robust Non-contact Attacks
    2023/12/15 by Yitong Sun, Sun, Yitong, Yao Huang +3 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
  33. From reactive to cognitive: brain-inspired spatial intelligence for embodied agents
    2025/08/24 by Ruan, Shouwei, Wang, Liyuan, Kang, Caixin +4 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  34. When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack
    2025/03/10 by Liu, Hanqing, Ruan, Shouwei, Huang, Yao +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. NS-FPN: Improving Infrared Small Target Detection and Segmentation from Noise Suppression Perspective
    2025/08/09 by Yuan, Maoxun, Meng, Duanni, Xi, Ziteng +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  36. Real-world Adversarial Defense against Patch Attacks based on Diffusion Model
    2024/09/14 by Wei, Xingxing, Kang, Caixin, Dong, Yinpeng +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. The Path to Reconciling Quality and Safety in Text-to-Image Generation: Dataset, Method, and Evaluation
    2025/04/19 by Shouwei Ruan, Zhenyu Wu, Ruan, Shouwei +13 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  38. OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations
    2024/12/03 by Caixin Kang, Yubo Chen, Kang, Caixin +13 · 1 citation
    Computer Science · #Face recognition and analysis
  39. AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations?
    2024/12/04 by Ruan, Shouwei, Liu, Hanqing, Huang, Yao +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. VRSA: Jailbreaking Multimodal Large Language Models through Visual Reasoning Sequential Attack
    2025/12/05 by Zhao, Shiji, Xiong, Shukun, Huang, Yao +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences