付雪

研究概况
       主要从事物理层安全与智能信号处理领域的研究工作，研究方向包括射频指纹识别、调制识别等。近年来，已在IEEE TIFS、IEEE TCCN、IEEE IoTJ等信息与通信领域顶级期刊上发表了30余篇学术论文，其中以第一作者或通讯作者发表学术论文8篇，3篇学术论文入选ESI高被引论文。

研究领域
      射频指纹识别、调制识别

科研项目
1.国家自然科学基金面上项目: 面向稳健可信射频指纹识别的解耦表征理论与方法研究（62471247）, 2025.01-2028.12, 参与.
2.江苏省研究生创新计划项目: 基于多重一致性正则化的半监督辐射源识别方法（KYCX23_ 1024）, 2023.06-2025.06, 主持.

代表性学术成果
以第一作者/通讯作者发表学术论文
[1] Fu X, Wang Y, Liu X, Chang J, Gui G. Cross-channel specific emitter identification via meta-feature augmentation-enhanced few-shot learning[J]. IEEE Internet of Things Journal, 2025, doi: 10.1109/JIOT.2025.3642024.
[2] Fu X, Wang Y, Lin Y, Ohtsuki T, Adebisi B, Gui G, Sari H. Towards collaborative and cross-environment UAV classification: Federated semantic regularization[J]. IEEE Transactions on Information Forensics and Security, 2025, 20:1624-1635.
[3] Liu Y, Xie S, Sun X, Fu X*, Gui G. Channel-distortion-agnostic specific emitter identification based on decentralized learning[J]. IEEE Internet of Things Journal, 2025,12(23): 50584-50593.
[4] Fu X, Wang Y, Lin Y, Ohtsuki T, Gui G, Sari H. Toward robust open-set radiofrequency signal identification in internet of things using hypersphere manifold embedding[J]. IEEE Internet of Things Journal, 2024, 11(24):41235-41247.
[5] Fu X, Shi S, Wang Y, Lin Y, Gui G, Dobre O, Mao S. Semi-supervised specific emitter identification via dual consistency regularization[J]. IEEE Internet of Things Journal, 2023, 10(21):19257- 19269.
[6] Fu X, Peng Y, Liu Y, Lin Y, Gui G, Gacanin H, Adachi F. Semi-supervised specific emitter identification method using metric-adversarial training[J]. IEEE Internet of Things Journal, 2023, 10(12):10778-10789. (ESI Highly Cited Paper)
[7] Fu X, Gui G, Wang Y, Gacanin H, Adachi F. Automatic modulation classification based on decentralized learning and ensemble learning[J]. IEEE Transactions on Vehicular Technology, 2022, 71(7):7942-7946.
[8] Fu X, Gui G, Wang Y, Ohtsuki T, Adebisi B, Gacanin H, Adachi F. Lightweight automatic modulation classification based on decentralized learning[J]. IEEE Transactions on Cognitive Communications and Networking, 2022, 8(1):57-70.
[9] Fu X, Meneghello F, Wang Y, Ohtsuki T, Yuen C, Gui G. Channel-robust few-shot specific emitter identification using meta-feature augmentation[C]. 2025 IEEE Wireless Communications and Networking Conference. 2025:1-6.
[10] Fu X, Wang Y, Lin Y, Zhang Q, Gui G, Ohtsuki T, Sari H. Hypersphere projection-guided radio frequency fingerprinting authentication in the open world[C]. 2024 IEEE 99th Vehicular Technology Conference. 2024:1-5.
[11] Fu X, Wang Y, LinY, Gui G, GacaninH, AdachiF. A novel semi-supervised learning framework for specific emitter identification[C]. 2022 IEEE 96th Vehicular Technology Conference. 2022:1- 5.
[12] Fu X, Gui G, Wang Y, Ohtsuki T, Adebisi B, Gacanin H, Adachi F. Lightweight network and model aggregation for automatic modulation classification in wireless communications[C]. 2021 IEEE Wireless Communications and Networking Conference. 2021:1-6.
      已授权专利
[1] 桂冠,付雪,刘超,杨泽洋,王诚,王禹.基于深度学习与知识迁移的物联网设备小样本识别方法:202310050128.8[P].2023-07-04.
[2] 桂冠,陶梦圆,王诚,杨泽洋,刘超,付雪,王禹.基于稀疏表示与近端算法的射频信号特征遴选与识别方法:202310232775.0[P].2023-11-24.

学术兼职
智能信号处理、认知无线电及物理层安全等领域期刊审稿人，包括IEEE Communications Letters, IEEE Wireless Communications Letters, IEEE Transactions on Cognitive Communications and Networking, IEEE Transactions on Instrumentation and Measurement, IEEE Transactions on Vehicular Technology, IEEE Internet of Things Journal, IEEE Transactions on Information Forensics and Security

个人主页
1.Google Scholar: https://scholar.google.com/citations?user=f1oAemAAAAAJ&hl=zh-CN&oi=ao
2.GitHub: https://github.com/lovelymimola
3.IEEE Xplore: https://ieeexplore.ieee.org/author/37088854556
4.ResearchGate: https://www.researchgate.net/profile/Xue-Fu-7