一作/通信论文（近3年）
1. Power Amplifier Behavioral
Modeling Using Bio-Inspired Multi-Resolution Dynamic Neural Network, IEEE
Transactions on Consumer Electronics, 2026.
2. Receiver-Agnostic Radio
Frequency Fingerprinting via Domain-Invariant Feature Learning, IEEE
Communications Letters, 2025.
3. Robust Multimodal Road
Extraction via Dual-Layer Evidential Fusion Networks for Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing, 2025.
4. A Comprehensive Survey on
Self-Supervised Learning for Specific Emitter Identification, IEEE
Communications Surveys & Tutorials, 2026.
5. Uncertainty-Aware Dynamic
Fusion Network with Criss-Cross Attention for Multimodal Remote Sensing Land
Cover Classification, Information Fusion,
2025.
6. More is Better:
Channel-Robust Radio Frequency Fingerprinting with Random Overlay
Augmentation, IEEE WCNC, 2025.
7. Consistency-Guided Robust
Learning for Content-Agnostic Radio Frequency Fingerprinting, IEEE
Communications Letters, 2025.
8. Avoiding Shortcuts:
Enhancing Channel-Robust Specific Emitter Identification via Single-Source
Domain Generalization, IEEE Transactions on Wireless Communication, 2025.
9. Regularized Multi-Label
Learning Empowered Joint Activity Recognition and Indoor Localization with CSI
Fingerprints, IEEE Transactions on Wireless Communications, 2024.
10. Few-Shot Specific Emitter
Identification Leveraging Neural Architecture Search and Advanced Deep Transfer
Learning, IEEE Internet of Things Journal, 2024.
11. Enhanced Specific Emitter
Identification with Limited Data Through Dual Implicit Regularization, IEEE Internet of Things Journal, 2024.
12. Ultra-Lite Convolutional
Neural Network for Automatic Modulation Classification in Internet of Unmanned
Aerial Vehicles, IEEE Internet of Things Journal, 2024.
13. Self-Supervised Learning
Malware Traffic Classification Based on Masked Auto-Encoder, IEEE
Internet of Things Journal, 2024.
14. Advancing Malware
Detection in Network Traffic with Self-Paced Class Incremental Learning, IEEE Internet of Things Journal, 2024.
15. Hybrid Data Augmentation
and Dual-Stream Spatiotemporal Fusion Neural Network for Automatic Modulation
Classification in Drone Communications, Drones, 2023.
授权专利
1.
基于双流特征嵌入与一致性正则化的射频指纹识别方法，ZL202411493538.0，2025
2.
一种辐射源识别方法、装置、设备及介质，ZL202311072107.2，2025
3.
一种区分ENSO事件衰减型的判定方法及系统，ZL202310820040.X，2024
4.
基于自适应图结构与强化集成的多因子梅雨量预测方法，ZL202311718382.7，2024
5.
一种基于特征模仿联邦学习的射频指纹识别方法，ZL202310486497.1，2024
6.
一种基于扩散模型的辐射源信号开集识别方法，ZL202310486489.7，2024
7.
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，ZL202310232775.0，2023
8.
基于深度学习与知识迁移的物联网设备小样本识别方法，ZL202310050128.8，2023
9.
一种基于文字识别与语义分析的发票分类方法，ZL201810187828.0，2021
获奖情况
1. 2023年度中国指挥与控制学会（CICC）科学技术进步奖一等奖（排名：第5/15）
2. 2023年度江苏省通信学会科学技术奖三等奖（排名：第4/5）
3. 2023年度领跑者5000——中国精品科技期刊顶尖学术论文（排名：第5/7）
4. 全球前2%顶尖科学家——年度科学影响力榜单，连续5年入选
5. 7次最佳论文奖（CSPS2018, CSPS2019, ICEICT2019, MOBIMEDIA2020, FAIML2024, NGDN2024, AIVRV2024）
6. 2024年度《南通大学学报（自然科学版）》优秀青年编委
白皮书&著作
1.
《面向6G的智能无线通信技术：理论与应用》，北京：人民邮电出版社，2025
2.
《5G/5G-A专网智能优化及运营白皮书——新质生产力赋能5G/5G-A专网运营》
3.
《5G/5G-A专网赋能垂直行业及智慧运营白皮书》
