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Wenxuan Wang
![[wxwang]](images/wxwang.png)
(*: equal contribution; ✝: corresponding author)
![[SeCap]](images/TCSVT25_REID.png)
![[SeCap]](images/CVPR25_AGREID.png)
![[DPO]](images/CVPR25_Attack.png)
![[TransEmo]](images/ICASSP25_Emotion.png)
Wenxuan Wang , Chenglei Wang, Xiaomei Wang, Xuli Shen, Qing Xu, Xuelin Qian.
![[DraKe]](images/TPAMI24_framework.png)
![[DraKe]](images/ACMMM24_framework.png)
Wenxuan Wang , Chenglei Wang, Huihui Qi, Menghao Ye, Xuelin Qian, Peng Wang, Yanning Zhang.
![[MIP_ReID]](images/icmr24_framework.png)
![[DST_Attack]](images/cvpr22_framework.png)
Wenxuan Wang , Xuelin Qian, Yanwei Fu, Xiangyang Xue.
![[CVPR21_Attack]](images/cvpr21_framework.png)
Wenxuan Wang , Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue.
![[Makeup_Attack]](images/ijcai21_framework.png)
![[FMMu-Net]](images/cvpr20_framework.png)
Wenxuan Wang , Yanwei Fu, Xuelin Qian, Yu-Gang Jiang, Tian Qi, Xiangyang Xue.
![[LTCC]](images/arxiv2020_LTCC_intro.png)
![[Comp-GAN]](images/ACMMM2019_Framework.png)
Wenxuan Wang , Qiang Sun, Yanwei Fu, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, Xiangyang Xue.
Hi! I am currently an Associate Professor at the School of Computer Science, Northwestern Polytechnical University.
I was a senior researcher at Intel Asia-Pacific Research & Development Ltd.
I received Ph.D. from the Fudan University,
under the supervision of Prof. Yanwei Fu
and Prof. Xiangyang Xue,
and received my Bachelor's degree from the School of Computer Science at Northwestern Polytechnical University.
At present, I focus on studying trusty AI and human understanding with deep learning.
Most publications can be found at Google Scholar.
News
[05/2025] one paper is accepted by TCSVT2025 about person re-identification (VI_REID). Congrats to Ruiqi!
[02/2025] twp paper are accepted by CVPR2025 about cross-view person re-identification (SeCap) and adversarial attack (DPO). Congrats to Shining and Fengfan!
[12/2024] One paper is accepted by ICASSP2025 about emotion recognition (TransEmo).
[09/2024] One paper is accepted by TPAMI2025 about data-free black-box attack (DraKe).
[07/2024] One paper is accepted by ACMMM2024 about adversarial training (SSEAT). Congrats to Chenglei!
[05/2024] One paper is accepted by ICMR2024 as Oral Presentation about person re-id (MIP). Congrats to Ruiqi!
Publications
Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning
Ruiqi Wu, Bingliang Jiao, Meng Liu, Shining Wang, Wenxuan Wang✝ , Peng Wang.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025
[Paper]
Improving the Transferability of Adversarial Attacks on Face Recognition with Diverse Parameters Augmentation
Fengfan Zhou, Bangjie Yin, Hefei Ling, Qianyu Zhou, Wenxuan Wang .
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
[Paper]
Hierarchical Context Interaction and Reasoning with Transformer for Emotion Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
[Paper]
Dynamic Routing and Knowledge Re-Learning for Data-free Black-box Attack
Xuelin Qian, Wenxuan Wang✝ , Yu-Gang Jiang, Xiangyang Xue, Yanwei Fu.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
[Paper]
Sustainable Self-evolution Adversarial Training
ACM International Conference on Multimedia (ACM MM), 2024
[Paper]
[Code]
[Project Page]
Enhancing Visible-Infrared Person Re-identification with Modality- and Instance-aware Visual Prompt Learning
Ruiqi Wu, Bingliang Jiao, Wenxuan Wang✝ , Meng Liu, Peng Wang.
ACM International Conference on Multimedia Retrieval (ICMR), 2024 (Oral)
[Paper]
[Code]
[Project Page]
DST: Dynamic Substitute Training for Data-free Black-box Attack
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]
Delving into Data: Effectively Substitute Training for Black-box Attack
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper]
Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition
Bangjie Yin*, Wenxuan Wang* , Taiping Yao*, Junfeng Guo, Zelun Kong, Shouhong Ding, Jilin Li, Cong Liu.
International Joint Conference on Artificial Intelligence (IJCAI), 2021
[Paper]
[Project Page]
FM2u-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper]
[Project Page]
[Dataset Google Drive]
Long-Term Cloth-Changing Person Re-identification
Xuelin Qian, Wenxuan Wang , Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue.
Asian Conference on Computer Vision (ACCV), 2020 (Oral)
[Paper]
[Project Page]
[Dataset]
Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression
ACM International Conference on Multimedia (ACM MM), 2019
[Paper]
![[PN-GAN]](images/eccv18_framework.png)
Contact
Email: wxwang at nwpu dot edu dot cn or wxwang dot iris at gmail dot com
Addr: 127 Youyi West Road, Xi'an City, Shaanxi Province.
2018-2025