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论文成果

[1]. Yang Yang , Zhengmin Kong , Yuan Liu , Tao Huang 和 Wei Xiang. Kronecker Generative Networks: A General Neural Architecture for Parameter-Efficient Learning Across Classification Tasks. Proceedings of the 43 rd International Conference on Machine Learning (ICML). 2026. 人工智能三大顶会之一.
[2]. Yang Yang 和 Zhengmin Kong. Globally Convergent ADMM-Based Optimization for LSTM Networks: Fast and Loose Variants. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2026.
[3]. Yuan Liu , Zhengmin Kong , Tao Huang 和 Yang Yang. Latent abstraction bridge transformer for generalizable nonintrusive load monitoring. Scientific Reports. 2026.
[4]. Mengqi Wang 和 Zhengmin Kong. Reinforcement Learning-based Secure Communications over MIMO Interference Channels. IEEE Transactions on Vehicular Technology. 2025. 2区Top期刊.
[5]. Chenjie Song , Zhengmin Kong , Shuo Liu 和 Li Ding. ADMM-Enhanced CNN Training Framework With Global Convergence Guarantees. IEEE Transactions on Artificial Intelligence. 2025. 人工智能顶刊.
[6]. Yusheng Zhou , Hao Li , Jianan Liu , Zhengmin Kong , Tao Huang , Euijoon Ahn 和 David Dagan Feng. Explicit Abnormality Extraction for Unsupervised Motion Artifact Reduction in Magnetic Resonance Imaging. IEEE Journal of Biomedical and Health Informatics. 29 (6). 2025. 2区Top期刊.
[7]. Zhengmin Kong , Li Gan , Jing Song , Tao Huang , Weijun Yin , Shihao Yan 和 Jinhong Yuan. Robust Outage-Constrained Secrecy Rate of Hybrid Power Line and Wireless Communication with Artificial Noise-Aided Beamforming for Smart Grid. IEEE Transactions on Communications. 73 (6). 3940-3955. 2025. 2区Top期刊.
[8]. Zhengmin Kong , Jing Song , Shaoshi Yang , Li Gan , Weizhi Meng , Tao Huang 和 Sheng Chen. Distributed Robust Artificial-Noise-Aided Secure Precoding for Wiretap MIMO Interference Channels. IEEE Transactions on Information Forensics & Security. 19. 10130-10140. 2024. 1区Top期刊，CCF A类期刊.
[9]. Boxi Li , Tao Huang 和 Zhengmin Kong. Discrete control for state of charge balance in DC microgrids considering the disturbance of photovoltaics. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. 157. 2024.
[10]. Zilong Mi , Zhengmin Kong , Tao Huang , Peng Shi , Zhenwei Yu 和 Li Ding. Fixed-Time Hierarchical Distributed Control for Flexible Thermostatically Controlled Loads. IEEE Systems Journal. 18 (2). 1344-1355. 2024.

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