publications

2026

1. IEEE SPM

   

   Demystifying CNNs: Role of Domain Knowledge in Enhancing Interpretability and Efficiency

   Huijun Xing, Shengxi Li, Xinyi Zhao, and 3 more authors

   IEEE Signal Processing Magazine, 2026

   Accepted

   Bib

   @article{xing2026demystifying,
     title = {Demystifying CNNs: Role of Domain Knowledge in Enhancing Interpretability and Efficiency},
     author = {Xing, Huijun and Li, Shengxi and Zhao, Xinyi and Davies, Harry J. and Stankovi\'{c}, Ljubi\v{s}a and Mandic, Danilo P.},
     journal = {IEEE Signal Processing Magazine},
     year = {2026},
     note = {Accepted},
   }

2025

1. Nat. Commun.

   

   Achieving flexible fairness metrics in federated medical imaging

   Huijun Xing, Rui Sun, Jinke Ren, and 8 more authors

   Nature Communications, 2025

   Bib HTML Code Dataset

   @article{xing2025achieving,
     title = {Achieving flexible fairness metrics in federated medical imaging},
     author = {Xing, Huijun and Sun, Rui and Ren, Jinke and Wei, Jun and Feng, Chun-Mei and Ding, Xuan and Guo, Zilu and Wang, Yu and Hu, Yudong and Wei, Wei and others},
     journal = {Nature Communications},
     volume = {16},
     number = {1},
     pages = {3342},
     year = {2025},
     publisher = {Nature Publishing Group UK London},
   }

2. IEEE TWC

   

   Age of information minimization in UAV-enabled IoT networks via federated reinforcement learning

   Xuhui Zhang^*, Huijun Xing^*, Yanyan Shen, and 2 more authors

   IEEE Transactions on Wireless Communications, 2025

   Bib HTML

   @article{zhang2025age,
     title = {Age of information minimization in UAV-enabled IoT networks via federated reinforcement learning},
     author = {Zhang, Xuhui and Xing, Huijun and Shen, Yanyan and Xu, Jie and Cui, Shuguang},
     journal = {IEEE Transactions on Wireless Communications},
     year = {2025},
     publisher = {IEEE},
   }

2024

1. IEEE TWC

   

   Joint signal detection and automatic modulation classification via deep learning

   Huijun Xing, Xuhui Zhang, Shuo Chang, and 4 more authors

   IEEE Transactions on Wireless Communications, 2024

   Bib HTML

   @article{xing2024joint,
     title = {Joint signal detection and automatic modulation classification via deep learning},
     author = {Xing, Huijun and Zhang, Xuhui and Chang, Shuo and Ren, Jinke and Zhang, Zixun and Xu, Jie and Cui, Shuguang},
     journal = {IEEE Transactions on Wireless Communications},
     volume = {23},
     number = {11},
     pages = {17129--17142},
     year = {2024},
     publisher = {IEEE},
   }

2023

1. IEEE TCOM

   

   Over-the-air computation in OFDM systems with imperfect channel state information

   Yilong Chen^*, Huijun Xing^*, Jie Xu, and 2 more authors

   IEEE Transactions on Communications, 2023

   Bib HTML

   @article{chen2023over,
     title = {Over-the-air computation in OFDM systems with imperfect channel state information},
     author = {Chen, Yilong and Xing, Huijun and Xu, Jie and Xu, Lexi and Cui, Shuguang},
     journal = {IEEE Transactions on Communications},
     volume = {72},
     number = {5},
     pages = {2929--2944},
     year = {2023},
     publisher = {IEEE},
   }

2. IEEE CYBER

   

   Learning to hybrid offload in space-air-ground integrated mobile edge computing for IoT networks

   Xuhui Zhang^*, Wenchao Liu^*, Huijun Xing^*, and 5 more authors

   In 2023 IEEE 13th International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER), 2023

   Bib HTML

   @inproceedings{zhang2023learning,
     title = {Learning to hybrid offload in space-air-ground integrated mobile edge computing for IoT networks},
     author = {Zhang, Xuhui and Liu, Wenchao and Xing, Huijun and Jin, Zhenzhen and Zang, Weilin and Wang, Shuqiang and Shen, Yanyan and Xue, Liang},
     booktitle = {2023 IEEE 13th International Conference on CYBER Technology in Automation, Control, and Intelligent Systems (CYBER)},
     pages = {836--841},
     year = {2023},
     organization = {IEEE},
   }

2022

1. IEEE VTC

   

   Cybertwin-driven multi-intelligent reflecting surfaces aided vehicular edge computing leveraged by deep reinforcement learning

   Xuhui Zhang^*, Huijun Xing^*, Weilin Zang, and 2 more authors

   In 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall), 2022

   Bib HTML

   @inproceedings{zhang2022cybertwin,
     title = {Cybertwin-driven multi-intelligent reflecting surfaces aided vehicular edge computing leveraged by deep reinforcement learning},
     author = {Zhang, Xuhui and Xing, Huijun and Zang, Weilin and Jin, Zhenzhen and Shen, Yanyan},
     booktitle = {2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)},
     pages = {1--7},
     year = {2022},
     organization = {IEEE},
   }

2020

1. China Commun.

   

   Dual attention based feature pyramid network

   Huijun Xing, Shuai Wang, Dezhi Zheng, and 1 more author

   China Communications, 2020

   Bib HTML

   @article{xing2020dual,
     title = {Dual attention based feature pyramid network},
     author = {Xing, Huijun and Wang, Shuai and Zheng, Dezhi and Zhao, Xiaotong},
     journal = {China Communications},
     volume = {17},
     number = {8},
     pages = {242--252},
     year = {2020},
     publisher = {IEEE},
   }

2. IEEE ICCC

   

   Mobility Improves the Performance of Collaborated Spectrum Sensing

   Huijun Xing, Dezhi Zheng, and Shuai Wang

   In 2020 IEEE/CIC International Conference on Communications in China (ICCC), 2020

   Bib HTML

   @inproceedings{xing2020mobility,
     title = {Mobility Improves the Performance of Collaborated Spectrum Sensing},
     author = {Xing, Huijun and Zheng, Dezhi and Wang, Shuai},
     booktitle = {2020 IEEE/CIC International Conference on Communications in China (ICCC)},
     pages = {864--868},
     year = {2020},
     organization = {IEEE},
   }