Publications

publications by categories in reversed chronological order. * denotes equal contribution.

preprint

2024

  1. TNNLS 2024
    A Semantic-Consistent Few-Shot Modulation Recognition Framework for IoT Applications
    Su, Jie,  Sun, Peng,  Jiang, Yuting,  Wen, Zhenyu,  Guo, Fangda,  Wu, Yiming,  Hong, Zhen,  Duan, Haoran, and Huang, Yawen
    Transactions on Neural Networks and Learning Systems (TNNLS) 2024
    PDF Code
  2. IS 2024
    Unraveling Complexity: An Exploration into the Large-Scale Multi-Modal Signal Processing
    Wen, Zhenyu,  Ye, Yuheng,  Su, Jie,  Li, Taotao, and Wan, Jinhao
    IEEE Intelligent Systems 2024
    PDF Code
  3. Journal
    MASiNet: Network Intrusion Detection for IoT Security Based on Meta-Learning Framework
    Wu, Yiming,  Lin, Gaoyuan, Liu, Lisong, and Hong, Zhen
    IEEE Internet of Things Journal 2024
    PDF Code
  4. TETIC 2024
    Active Learning-Based Backtracking Attack Against Source Location Privacy of Cyber-Physical System
    Hong, Zhen,  Chen, Minjie,  Wang, Rui, Yan, Mingyuan, Zheng, Dehua, Lin, Changting, and Su, Jie
    IEEE Transactions on Emerging Topics in Computational Intelligence(TETIC) 2024
    PDF Code
  5. WASA 2024
    Meta-RFF: Few-Shot Open-Set Incremental Learning for RF Fingerprint Recognition via Multi-phase Meta Task Adaptation (Best Paper)
    Li, Taotao,  Wen, Zhenyu,  Jiang, Yuting, and Wang, Jian
    The International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA) 2024
    PDF Code

2023

  1. PAMI 2023
    The importance of expert knowledge for automatic modulation open set recognition
    Li, Taotao,  Wen, Zhenyu,  Long, Yang, Hong, Zhen, Zheng, Shilian, Yu, Li, Chen, Bo, Yang, Xiaoniu, and Shao, Ling
    IEEE Transactions on Pattern Analysis and Machine Intelligence(PAMI) 2023
    PDF
  2. TCE 2023
    Trustworthy IAP: An Intelligent Applications Profiler to Investigate Vulnerabilities of Consumer Electronic Devices
    Su, Jie,  Hong, Zhen,  Ye, Lei,  Liu, Tao, Liang, Sizhuang, and Ji, Shouling
    IEEE Transactions on Consumer Electronics 2023
    PDF
  3. ICASSP 2023
    Neural Mode Estimation
    Sun, Peng, Wen, Zhenyu,  Zhou, Yejian, Hong, Zhen, and Lin, Tao
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023
    PDF
  4. ICASSP 2023
    Boosting Signal Modulation Few-Shot Learning with Pre-Transformation
    Sun, Peng,  Su, Jie, and Wen, Zhenyu, Zhou, Yejian, Hong, Zhen, Yu, Shanqing, Zhou, Huaji,
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023
    PDF
  5. ACM 2023
    Detect Insider Attacks in Industrial Cyber-Physical Systems Using Multi-Physical Features Based Fingerprinting
    Hong, Zhen,  Lu, Lingling,  Zheng, Dehua,  Suo, Jiahui, Sun, Peng, Raheem Beyah, and Wen, Zhenyu
    ACM Transactions on Sensor Networks 2023
    PDF
  6. GRSL 2023
    Edge-SAR Assisted Multi-Modal Fusion for Enhanced Cloud Removal
    Wen, Zhenyu, Suo, Jiahui, Su, Jie, Li, Bingning, and Zhou, Yejian
    IEEE Geoscience and Remote Sensing Letters (GRSL) 2023
    PDF

2022

  1. IMWUT 2022
    Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition
    Su, Jie,  Wen, Zhenyu,  Lin, Tao, and Guan, Yu
    Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT) 2022
    PDF Code