[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
[03/2026] One paper is accepted by CVPR about few-shot continual adversarial training (-). Congrats to Chenglei!
[03/2026] One paper is accepted by ICME about referring remote sensing image segmentation (-). Congrats to Biaoyu!
[01/2026] One paper is accepted by Neural Networks about lifelong person re-identification (DKAR). Congrats to Zhiyu!
[10/2025] One paper is accepted by Neurocomputing about adversarial attacks on object detection (LSDM). Congrats to Huihui!
[05/2025] One paper is accepted by TCSVT about visible-infrared person re-identification (VI_REID). Congrats to Ruiqi!
[02/2025] Two papers are accepted by CVPR about cross-view aerial-ground person re-identification (SeCap) and adversarial attack (DPO). Congrats to Shining and Fengfan!
[12/2024] One paper is accepted by ICASSP about emotion recognition (TransEmo). Congrats to Chenglei!
[09/2024] One paper is accepted by TPAMI about data-free black-box attack (DraKe).
[07/2024] One paper is accepted by ACM MM about adversarial training (SSEAT). Congrats to Chenglei!
[05/2024] One paper is accepted by ICMR as Oral Presentation about person re-id (MIP). Congrats to Ruiqi!

Publications
(*: equal contribution; ✝: corresponding author)
Robustness Under Data Scarcity: Few-Shot Continual Adversarial Training for Evolving Threats
Wenxuan Wang, Chenglei Wang, Chengzhi Yan, Xuelin Qian, Yanning Zhang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
  [Paper]
Image-Conditioned Instance Prompt Network for Referring Remote Sensing Image Segmentation
Biaoyu Ren, Qingsheng Wang, Cun Xu, Dingkang Yang, Wenxuan Wang✝.
IEEE International Conference on Multimedia & Expo (ICME), 2026
  [Paper]
Lifelong Person Re-Identification via Dynamically Knowledge Adaptation and Retention
Zhiyu Chen, Bingliang Jiao, Wenxuan Wang✝, Peng Wang.

Neural Networks, 2026
  [Paper]
Latent-Space Diffusion Models for Stealthy and Transferable Adversarial Attacks on Object Detection
Wenxuan Wang, Huihui Qi, Zhixiang Huang, Bangjie Yin, Peng Wang.

Neurocomputing, 2025
[Paper]
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]
SeCap: Self-Calibrating and Adaptive Prompts for Cross-view Person Re-Identification in Aerial-Ground Networks
Shining Wang, Yunlong Wang, Ruiqi Wu, Bingliang Jiao, Wenxuan Wang✝, Peng Wang.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
[Paper] [Code]
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
Wenxuan Wang, Chenglei Wang, Xiaomei Wang, Xuli Shen, Qing Xu, Xuelin Qian.
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
Wenxuan Wang, Chenglei Wang, Huihui Qi, Menghao Ye, Xuelin Qian, Peng Wang, Yanning Zhang.
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
Wenxuan Wang, Xuelin Qian, Yanwei Fu, Xiangyang Xue.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
[Paper]
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]
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
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]
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
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]
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.

2018-2026