Zhixi Feng

Full Professor, School of Artificial Intelligence, Xidian University

Joined

November 2022

Names

Zhixi Feng (Preferred)

Feng Zhixi

Emails

****@xidian.edu.cn (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

School of Artificial Intelligence , Xidian University (xidian.edu.cn)

2024 – Present

Associate Professor

School of Artificial Intelligence , Xidian University (xidian.edu.cn)

2021 – 2024

PhD student

School of Artificial Intelligence , Xidian University (xidian.edu)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Shuyuan Yang

2012 – 2018

Expertise

intelligent information processing

2012 – Present

Publications

Multiscale Deep Learning for Detection and Recognition: A Comprehensive Survey
Licheng Jiao, Mengjiao Wang, Xu Liu, Lingling Li, Fang Liu, Zhixi Feng, Shuyuan Yang, Biao Hou
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
A Generative Self-Supervised Framework for Cognitive Radio Leveraging Time-Frequency Features and Attention-Based Fusion
Shuai Chen, Zhixi Feng, Shuyuan Yang, Yue Ma, Jun Liu, Zhuoyue Qi
- IEEE Trans. Wirel. Commun. 2025
- Readers: Everyone
Hybrid-View Self-Supervised Framework for Automatic Modulation Recognition
Youquan Fu, Yue Ma, Zhixi Feng, Shuyuan Yang, Yixing Wang
- IEEE Internet Things J. 2025
- Readers: Everyone
Learning Cross-Domain Features With Dual-Path Signal Transformer
Lei Zhai, Yitong Li, Zhixi Feng, Shuyuan Yang, Hao Tan
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
VSLM: Virtual Signal Large Model for Few-Shot Wideband Signal Detection and Recognition
Xiaoyang Hao, Shuyuan Yang, Ruoyu Liu, Zhixi Feng, Tongqing Peng, Bincheng Huang
- IEEE Trans. Wirel. Commun. 2025
- Readers: Everyone
Learning Temporal-Spectral Feature Fusion Representation for Radio Signal Classification
Zhixi Feng, Shuai Chen, Yue Ma, Yachen Gao, Shuyuan Yang
- IEEE Trans. Ind. Informatics 2025
- Readers: Everyone
Dual-Semantic Graph Convolution Network for Hyperspectral Image Classification With Few Labeled Samples
Guangying Xu, Shuyuan Yang, Zhixi Feng
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
Cross-sensor contrastive learning-based pre-training for machinery fault diagnosis under sample-limited conditions
Hao Hu, Yue Ma, Ruoxue Li, Zhixi Feng, Shuyuan Yang, Shaoyi Du, Yue Gao
- Knowl. Based Syst. 2025
- Readers: Everyone
Negative Class Guided Spatial Consistency Network for Sparsely Supervised Semantic Segmentation of Remote Sensing Images
Chen Yang, Junxiao Wang, Huixiao Meng, Shuyuan Yang, Zhixi Feng
- IEEE Trans. Circuits Syst. Video Technol. 2025
- Readers: Everyone
CrackVision: Effective Concrete Crack Detection With Deep Learning and Transfer Learning
Abdulrahman A. Alkannad, Ahmad Al Smadi, Shuyuan Yang, Mutasem K. Alsmadi, Moeen Al-Makhlafi, Zhixi Feng, Zhenlong Yin
- IEEE Access 2025
- Readers: Everyone

View all 91 publications

Co-Authors

View all 126 co-authors