publications

2026

1. ICLR

   

   MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head

   Kewei Zhang^*, Ye Huang^*, Yufan Deng, Jincheng Yu, Junsong Chen, Huan Ling, Enze Xie, and Daquan Zhou

   In The Fourteenth International Conference on Learning Representations, 2026

   *Co-first author

   arXiv Bib Code Website

   @inproceedings{mhla,
     title = {MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head},
     author = {Zhang, Kewei and Huang, Ye and Deng, Yufan and Yu, Jincheng and Chen, Junsong and Ling, Huan and Xie, Enze and Zhou, Daquan},
     booktitle = {The Fourteenth International Conference on Learning Representations},
     year = {2026},
     primaryclass = {cs.CV},
     note = {*Co-first author},
   }

2025

1. ACM MM

   

   FAB-Attack: Fabric-Aware Adversarial Attacks on Person Detectors under Motion Blur

   Jiaqi Hou^*, Kewei Zhang^*, Tianyu Yang, Chengyu Jia, Qiqi Lin, Hui Wei, and Zheng Wang

   In Proceedings of the 33st ACM International Conference on Multimedia, 2025

   Oral Presentation, *Co-first author

   HTML
2. ICCV

   

   Subjective Camera 1.0: Bridging Human Cognition and Visual Reconstruction through Sequence-Aware Sketch-Guided Diffusion

   Haoyang Chen, Dongfang Sun, Caoyuan Ma, Shiqin Wang, Kewei Zhang, Zheng Wang, and Zhixiang Wang

   In 2025 IEEE/CVF International Conference on Computer Vision, 2025

   arXiv

2024

1. NeurIPS

   

   Revisiting adversarial patches for designing camera-agnostic attacks against person detection

   Hui Wei^*, Zhixiang Wang^*, Kewei Zhang^*, Jiaqi Hou, Yuanwei Liu, Hao Tang, and Zheng Wang

   In The Annual Conference on Neural Information Processing Systems, 2024

   *Co-first author

   Blog

2023

1. ACM MM

   

   Moiré backdoor attack (MBA): A novel trigger for pedestrian detectors in the physical world

   Hui Wei^*, Hanxun Yu^*, Kewei Zhang, Zhixiang Wang, Jianke Zhu, and Zheng Wang

   In Proceedings of the 31st ACM International Conference on Multimedia, 2023

   *Co-first author

   HTML