李鼎昭，工学博士，讲师。主要从事人工智能、水声信号处理、海洋信息感知、水下目标识别与探测研究，参与广东省海洋经济专项重点项目、国防预研等多项省部级以上课题。近年在国内外重要期刊会议发表论文30余篇，其中第一作者十余篇，含多篇 IEEE Transactions 系列 SCI 一区 Top 期刊论文、1 篇高被引论文及 CCF-B 类顶会论文；长期担任学术期刊审稿人，涵盖 TIFS、TCCN、TITS、TVT、OE、EAAI、ESWA 等 20 余种期刊。

研究方向：

（1）人工智能深度学习

（2）水声信号处理

（3）水下目标识别与探测

论文代表作：

[1] Dingzhao Li, Jie Qi, Shaohua Hong, Pengfei Deng, Haixin Sun. "A Class-Incremental Approach With Self-Training and Prototype Augmentation for Specific Emitter Identification," IEEE Transactions on Information Forensics and Security, vol. 19, pp. 1714-1727, 2024. doi: 10.1109/TIFS.2023.3343193. （中科院1区TOP，IF: 8.0）

[2] Dingzhao Li, Mingyuan Shao, Pengfei Deng, Shaohua Hong, Jie Qi, Haixin Sun. "A Self-Supervised-Based Approach of Specific Emitter Identification for the Automatic Identification System," IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 3, pp. 1649-1663, Jun. 2025. doi: 10.1109/TCCN.2024.3476491. （中科院1区TOP，IF: 7.0）

[3] Dingzhao Li, Zhendong Chen, Mingyuan Shao, Xiaowei Chen, Shaohua Hong, Jie Qi, Haixin Sun. "Non-Exemplar Class-Incremental Learning via Prototype Correction and Hierarchical Regularization for Specific Emitter Identification," IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 8, pp. 12632-12646, Aug. 2025. doi: 10.1109/TITS.2025.3559174. （中科院1区Top，IF: 8.4）

[4] Dingzhao Li, Xiaowei Chen, Shaohua Hong, Jie Qi, Haixin Sun. "FSCIL-SEI: Few-Shot Class-Incremental Learning Approach for Specific Emitter Identification," IEEE Transactions on Instrumentation and Measurement, vol. 74, Art. no. 2504914, pp. 1-14, 2025. doi: 10.1109/TIM.2025.3529056. （中科院2区，IF: 5.9）

[5] Dingzhao Li, M. Shao, X. Chen, S. Hong, J. Qi, and H. Sun, “Band-Adaptive Mixture-of-Experts Network With Differentiable Frequency Decomposition for Industrial IoT Weld Defect Recognition,” IEEE Internet of Things Journal, early access, 2026, doi: 10.1109/JIOT.2026.3730446. （中科院1区TOP，IF: 8.9）

[6] Dingzhao Li, M. Shao, X. Chen, J. Qi, S. Hong, and H. Sun, “Distributed signal intelligence enables privacy-preserving vessel authentication in Automatic Identification System,” Ocean Engineering, vol. 366, pt. 4, Art. no. 127784, Oct. 2026, doi: 10.1016/j.oceaneng.2026.127784.（中科院2区TOP，IF: 6.3）

[7] Xiaowei Chen†, Dingzhao Li†, Mingyuan Shao, Shaohua Hong, Li Xu, Jie Qi, Dexi Chen, Haixin Sun. "Lightweight Specific Emitter Identification via Joint Compression Based on Reinforcement Learning," IEEE Internet of Things Journal, vol. 12, no. 23, pp. 51026-51040, Dec. 2025. doi: 10.1109/JIOT.2025.3613387. （共同一作，中科院1区TOP，IF: 8.9）

[8] Dingzhao Li, Xiaowei Chen, Mingyuan Shao, Pengfei Deng, Shaohua Hong, Jie Qi, Haixin Sun. "Smart Secure Authentication Sensing for Maritime Traffic: Sensor Individual Recognition Perspective," IEEE Sensors Journal, vol. 24, no. 15, pp. 25082-25093, Aug. 2024. doi: 10.1109/JSEN.2024.3414862. （中科院2区，IF: 4.5）

[9]  Yilin Cai†, Dingzhao Li†, Sheng Wu, Mingyuan Shao, Shaohua Hong, Haixin Sun. "SSCL-AMC: A Self-Supervised Automatic Modulation Classification Method via Dynamic Augmentation and Ensemble Learning," in 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Hyderabad, India, Apr. 2025, pp. 1-5. doi: 10.1109/ICASSP49660.2025.10890093. （共同一作，语音顶会，CCF-B）

[10] Yuting Lei, Dingzhao Li, Mingyuan Shao, Shaohua Hong, Jie Qi, Haixin Sun. "CoSwinVIT: A Vision Transformer for Enhanced Uniform Spectrum Response in Specific Emitter Identification," IEEE Transactions on Information Forensics and Security, vol. 21, pp. 1654-1668, 2026. doi: 10.1109/TIFS.2025.3565999. （中科院1区TOP，IF: 8.0）

[11] Mingyuan Shao, Dingzhao Li, Shaohua Hong, Jie Qi, Haixin Sun. "IQFormer: A Novel Transformer-Based Model With Multi-Modality Fusion for Automatic Modulation Recognition," IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 3, pp. 1623-1634, Jun. 2025. doi: 10.1109/TCCN.2024.3485118. （中科院1区TOP，IF: 7.0）

[12] Yilin Cai, Dingzhao Li, Sheng Wu, Mingyuan Shao, Shaohua Hong, Jie Qi, Haixin Sun. "Secure and Intelligent Sensing in Unmanned Aerial Vehicles: A Semi-Supervised Modulation Recognition Framework," IEEE Sensors Journal, vol. 25, no. 5, pp. 8975-8987, Mar. 2025. doi: 10.1109/JSEN.2024.3521502. （中科院3区，IF: 4.5）

[13] Yongfeng Huang, Zhendong Chen, Dingzhao Li, Kun Ye, Lang Zhou, Shaohua Hong. "An Efficient Sparse Bayesian DOA Estimator Based on Fixed-Point Method for Off-Grid Targets," Expert Systems with Applications, vol. 269, Art. no. 126424, 2025. doi: 10.1016/j.eswa.2025.126424. （中科院1区TOP，IF: 7.5）

[14] Mingyuan Shao, Zhengqiu Fu, Dingzhao Li, Fuqing Zhang, Yilin Cai, Shaohua Hong, Lin Cao, Yuan Peng, Jie Qi. "STF-GCN: A Multi-Domain Graph Convolution Network Method for Automatic Modulation Recognition via Adaptive Correlation," IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 2036-2050, 2026. doi: 10.1109/TCCN.2025.3598243. （中科院1区TOP，IF: 7.0）

[15] Lamu Qiwang, Mingyuan Shao, Yilin Cai, Dingzhao Li, Shaohua Hong, Jie Qi, Haixin Sun. "Robust Specific Emitter Identification Under Label Noise and Quantity Limitations in Intelligent Transportation Systems," IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 12, pp. 21622-21634, Dec. 2025. doi: 10.1109/TITS.2025.3606299. （中科院2区TOP，IF: 8.4）

[16] Yifei Wang, Junfeng Wang, Mingzhang Zhou, Dingzhao Li, Yu Jiang, Ning Li. "Integration Communication and Detection Scheme Based on Superimposed Waveform," IEEE Transactions on Communications, vol. 73, no. 7, pp. 5155-5167, Jul. 2025. doi: 10.1109/TCOMM.2025.3563633. （中科院2区，IF: 8.3）

[17] Zhengqiu Fu, Junru Wang, Mingyuan Shao, Dingzhao Li, Shaohua Hong, Haixin Sun. "IQGCA: A Lightweight Graph Structure of I/Q Signal for Automatic Modulation Recognition," IEEE Transactions on Vehicular Technology, vol. 75, no. 1, pp. 1631-1636, Jan. 2026. doi: 10.1109/TVT.2025.3591935. （中科院2区，IF: 7.1）

[18] Zhendong Chen, Xicheng Lu, Yongfeng Huang, Dingzhao Li, Wei Liu, Shaohua Hong, Haixin Sun. "DOA Estimation With Sparse Bayesian Learning Using Hierarchical Half-Cauchy Prior With Spectra Refinement Strategy," IEEE Transactions on Aerospace and Electronic Systems, vol. 61, no. 5, pp. 12059-12074, Oct. 2025. doi: 10.1109/TAES.2025.3571860. （中科院2区，IF: 5.7）

[19] Sheng Wu, Yilin Cai, Yijing Zheng, Dingzhao Li, Hongjun Lai, Haixin Sun. "An Acoustic-Electromagnetic Detection System Based on Joint Parameter Estimation of Atomic Norm Algorithm," Expert Systems with Applications, vol. 298, Art. no. 129692, Mar. 2026. doi: 10.1016/j.eswa.2025.129692. （中科院1区TOP，IF: 7.5）

[20] Mingyuan Shao, Zhihua Song, Xiaolong Liang, Fuqing Zhang, Dingzhao Li, Shaohua Hong, Lin Cao, Yuan Peng, Jie Qi. "SWLC-Conformer: An Efficient and Secure Hybrid Architecture for Specific Emitter Identification," IEEE Internet of Things Journal, vol. 12, no. 20, pp. 43801-43811, Oct. 2025. doi: 10.1109/JIOT.2025.3598480. （中科院1区TOP，IF: 8.9）

[21] Yilin Cai, Sheng Wu, Yuting Lei, Mingyuan Shao, Dingzhao Li, Shaohua Hong, Jie Qi, Haixin Sun. "Self-Supervised Few-Shot Modulation Recognition With Adversarial Representation Learning and Mixture of Experts," IEEE Transactions on Cognitive Communications and Networking, vol. 12, pp. 5763-5778, 2026. doi: 10.1109/TCCN.2026.3656401. （中科院1区Top，IF: 7.0）

获得奖励：

（1）    厦门大学 “南强优博” 优秀博士生培育计划（获项目资助）

（2）    2025 年度博士研究生国家奖学金

科研项目：

     （1）  广西低空无人自主系统重点实验室主任开放基金，复杂低空环境下无人机群多智能体协同控制研究，2026.09.17-2028.09.17，主持，在研