[wxwang]
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
[09/2024] One paper is accepted by TPAMI 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
(*: equal contribution; ✝: corresponding author)
[DraKe]
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), 2024
[Paper]
[DraKe]
Sustainable Self-evolution Adversarial Training
Wenxuan Wang, Chenglei Wang, Huihui Qi, Menghao Ye, Xuelin Qian, Peng Wang, Yanning Zhang.
ACM International Conference on Multimedia (ACM MM), 2024
[Paper]
[MIP_ReID]
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)
[Project Page] [Paper]
[DST_Attack]
DST: Dynamic Substitute Training for Data-free Black-box Attack
Wenxuan Wang, Xuelin Qian, Yanwei Fu, Xiangyang Xue.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]
[CVPR21_Attack]
Delving into Data: Effectively Substitute Training for Black-box Attack
Wenxuan Wang, Bangjie Yin, Taiping Yao, Li Zhang, Yanwei Fu, Shouhong Ding, Jilin Li, Feiyue Huang, Xiangyang Xue.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021
[Paper]
[Makeup_Attack]
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]
[FMMu-Net]
FM2u-Net: Face Morphological Multi-branch Network for Makeup-invariant Face Verification
Wenxuan Wang, Yanwei Fu, Xuelin Qian, Yu-Gang Jiang, Tian Qi, Xiangyang Xue.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
[Paper] [Project Page] [Dataset Google Drive]
[LTCC]
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]
Comp-GAN: Compositional Generative Adversarial Network in Synthesizing and Recognizing Facial Expression
Wenxuan Wang, Qiang Sun, Yanwei Fu, Tao Chen, Chenjie Cao, Ziqi Zheng, Guoqiang Xu, Han Qiu, Yu-Gang Jiang, Xiangyang Xue.
ACM International Conference on Multimedia (ACM MM), 2019
[Paper]
[PN-GAN]
Pose-Normalized Image Generation for Person Re-identification
Xuelin Qian, Yanwei Fu, Tao Xiang, Wenxuan Wang, Jie Qiu, Yang Wu, Yu-Gang Jiang, Xiangyang Xue.
Proceedings of the European Conference on Computer Vision (ECCV), 2018
[Paper] [Code]
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.

2017-2024