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Qian Wang

PhD student

Huazhong University of Science and Technology

yqwq1996@hust.edu.cn


Rearch Interests

Computer Vision

Visual Security

Adversarial Example

Fake Face Detection


About Me

I am a PhD student at Huazhong University of Science and Technology, Wuhan, China, advised by Prof. Hefei Lin. I work on deep learning, computer vision and visual scurity, focusing on fake face detection. Before that, I did my bachelor's degree at School of Mathematics and Statistics, HUST, and master's degree at School of Computer Science and Technology, HUST.

Publication

Detecting Adversarial Data via Perturbation Forgery
Qian Wang, Chen Li, Yuchen Luo, Hefei Ling, Ping Li, Jiazhong Chen, Shijuan Huang, Ning Yu.
arXiv 2023
pdf
Continual Adversarial Defense
Qian Wang, Yaoyao Liu, Hefei Ling, Yingwei Li, Qihao Liu, Ping Li, Jiazhong Chen, Alan Yuille, Ning Yu.
arXiv 2023
pdf code
Detecting Adversarial Faces Using Only Real Face Self-Perturbations
Qian Wang, Yongqin Xian, Hefei Ling, Jinyuan Zhang, XiaoRui Lin, Ping Li, Jiazhong Chen, Ning Yu.
IJCAI 2023
pdf code
Bidirectional Gated Edge-Labeling Graph Recurrent Neural Network for Few-shot Learning
Qian Wang, Hefei Ling, Baiyan Zhang, Ping Li, Zongyi Li, Yuxuan Shi, Chengxin Zhao, Chuang Zhao
IEEE TCDS
pdf
Gait Recognition via Gait Period Set
Runsheng Wang, Yuxuan Shi, Hefei Ling, Zongyi Li, Ping Li, Boyuan Liu, Hanqing Zheng, Qian Wang
IEEE TBIOM
pdf
Consisitency Propagation Graph Network for Few-Shot Learning
Baiyan Zhang, Hefei Ling, Qian Wang
CVPR 2022 Workshop
Reliable-Aware Clustering with Self-Ensemble Learning for Domain Adaptive Person Re-Identification
Zongyi Li, Yuxuan Shi, Hefei Ling, Jiazhong Chen, Qian Wang, Fengfan Zhou
AAAI 2021
pdf
Mixture Distribution Graph Network for Few Shot Learning
Baiyan Zhang, Hefei Ling, Jialie Shen, Qian Wang, Jie Lei, Yuxuan Shi, Lei Wu and Ping Li
IEEE TCDS
pdf
Selective Adversarial Adaptation Learning via Exclusive Regularization for Partial Domain Adaptation
Ping Li, Linlin Shen, Hefei Ling, Lei Wu, Qian Wang, Chuang Zhao
IJCNN 2021
pdf
Multi-Head Attention Graph Network for Few Shot Learning
Baiyan Zhang, Hefei Ling, Ping Li, Qian Wang, Yuxuan Shi, Lei Wu, Runsheng Wang and Jialie Shen
Computers, Materials & Continua
pdf

Education

Huazhong University of Science and Technology, HUST
2021 - Current

PhD Student, School of Computer Science and Technology


Huazhong University of Science and Technology, HUST
2019 - 2021

Master Degree, School of Computer Science and Technology


Huazhong University of Science and Technology, HUST
2015 - 2019

Bachelor Degree, School of Mathmatics and Statistics