Publications

2024

• Revisiting the Trade-off between Accuracy and Robustness via Filters’ Weight Distribution

  Xingxing Wei, Shiji Zhao, Bo Li*

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Distributional Location-aware Transferable Adversarial Patch for Facial Images

  Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su, Xiaochun Cao*

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Mitigating Accuracy-Robustness Trade-off via Balanced Multi-Teacher Adversarial Distillation

  Shiji Zhao, Xizhe Wang, Xingxing Wei*

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Improving Fast Adversarial Training with Prior-Guided Knowledge

  Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Towards Transferable Targeted 3D Adversarial Attack in the Physical World

  Yao Huang, Yinpeng Dong, Shouwei Ruan, Xiao Yang, Hang Su, Xingxing Wei*

  Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2024) , CCF A

• Embodied Laser Attack: Leveraging Scene Priors to Achieve Agent-based Robust Non-contact Attacks

  Yitong Sun,Yao Huang, Xingxing Wei*

  ACM International Conference on Multimedia (ACMMM2024) , CCF A

• Improving Adversarial Robust Fairness via Anti-bias Soft Label Distillation

  Shiji Zhao, Ranjie Duan, Xizhe Wang, Xingxing Wei*

  NeurIPS2024 , CCF A

• Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study

  Yichi Zhang, Yao Huang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Yifan Wang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu

  NeurIPS2024 , CCF A

• Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training models (Oral)

  Shouwei Ruan, Yinpeng Dong, Hanqing Liu, Yao Huang, Hang Su, Xingxing Wei*

  European Conference on Computer Vision 2024 (ECCV2024) , CCF B

• DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks

  Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su, Xingxing Wei*

  European Conference on Computer Vision 2024 (ECCV2024) , CCF B

• C2Former: Calibrated and Complementary Transformer for RGB-Infrared Object Detection

  Maoxun Yuan, Xingxing Wei*

  IEEE Transactions on Geoscience and Remote Sensing (TGRS) , CCF B

• Diverse Visible-to-Thermal Image Translation via Controllable Temperature Encoding

  Lei Zhao, Mengwei Li, Bo Li, Xingxing Wei*

  IEEE Transactions on Multimedia (TMM) , CCF B

• Classification Committee for Active Deep Object Detection

  Lei Zhao, Bo Li, Jixiang Jiang, Xingxing Wei*

  IEEE Transactions on Multimedia (TMM) , CCF B

• MIAD-MARK: Adversarial Watermarking of Medical Image for Protecting Copyright and Privacy

  Xingxing Wei, Bangzheng Pu, Chi Chen, Huazhu Fu

  Proc. of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM2024) , CCF B

• Defending Adversarial Patches via Joint Region Localizing and Inpainting

  Yafu Zhang, Shiji Zhao, Xingxing Wei, Sha Wei

  Chinese Conference on Pattern Recognition and Computer Vision (PRCV)

2023

• Efficient Robustness Assessement via Adversarial Spatial-Temporal Focus on Videos

  Xingxing Wei*, Songping Wang, Huanqian Yan

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Unified Adversarial Patch for Visible-Infrared Cross-modal Attacks in the Physical World

  Xingxing Wei*, Yao Huang, Yitong Sun, Jie Yu

  EEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Infrared Adversarial Patches with Learnable Shapes and Locations in the Physical World

  Xingxing Wei*, Jie Yu, Yao Huang

  International Journal of Computer Vision (IJCV) , CCF A

• Physically Adversarial Infrared Patches with Learanble Shapes and Locations

  Xingxing Wei*, Jie Yu, Yao Huang

  Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2023) , CCF A

• Unified Adversarial Patch for Cross-modal Attacks in the Physical World

  Xingxing Wei*, Yao Huang, Yitong Sun, Jie Yu

  Proc. of the IEEE International Conference on Computer Vision (ICCV2023) , CCF A

• Towards Viewpoint-Invariant Visual Recognition via Adversarial Training

  Shouwei Ruan, Yinpeng Dong, Hang Su, Jiateng Pang, Ning Chen, Xingxing Wei*,

  Proc. of the IEEE International Conference on Computer Vision (ICCV2023) , CCF A

• Benchmarking Robustness of 3D Object Detection to Common Corruption in Automatic Driving

  Yinpeng Dong, Caixin Kang, Jinlai Zhang, Zijian Zhu, Yikai Wang, Xiao Yang, Hang Su, Xingxing Wei, Jun Zhu

  Proc. of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR2023) , CCF A

• Boosting Adversarial Transferability with Learnable Patch-wise Masks

  Xingxing Wei*, Shiji Zhao

  IEEE Transactions on Multimedia (TMM) , CCF B

• Improving RGB-Infrared Object Detection with Cascade Alignment-guided Transformer

  Maoxun Yuan, Xiaorong Shi, Nan Wang, Yinyan Wang, Xingxing Wei*

  Information Fusion

• Adversarial Pan-sharpening Attacks for Object Detection in Remote Sensing

  Xingxing Wei*, Maoxun Yuan

  Pattern Recognition (PR) , CCF B

2022

• Adversarial Sticker: A Stealthy Attack Method in the Physical World

  Xingxing Wei*, Ying Guo, Jie Yu

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Simultaneously Optimizing Perturbations and Positions for Black-box Adversarial Patch Attack

  Xingxing Wei*, Ying Guo, Jie Yu, Bo Zhang

  IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) , CCF A

• Sparse Black-box Video Attack with Reinforement Learning

  Xingxing Wei*, Huanqian Yan, Bo Li

  International Journal of Computer Vision (IJCV) , CCF A

• ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints

  Yinpeng Dong, Shouwei Ruan, Hang Su, Caixin Kang, Xingxing Wei, Jun Zhu

  NeurIPS2022 , CCF A

• Enhanced Accuracy and Robustness via Multi-Teacher Adversarial Distillation

  Shiji Zhao, Jie Yu, Zhenlong Sun, Bo Zhang, Xingxing Wei*

  European Conference on Computer Vision 2022 (ECCV2022) , CCF B

• Prior-Guided Adversarial Initialization for Fast Adversarial Training

  Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao

  European Conference on Computer Vision 2022 (ECCV2022) , CCF B

• Translation, Scale and Rotation, Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection

  Maoxun Yuan, Yinyan Wang, Xingxing Wei*

  European Conference on Computer Vision 2022 (ECCV2022) , CCF B

• A2SC: Adversrial Attack on Subspace Clustering

  Yikun Xu, Xingxing Wei*

  IEEE International Conference on Mutimedia and Expo (ICME) , CCF B