Zhengmin Kong
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Alma Mater:Huazhong University of Science and Technology
Scientific Research
Current position:
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Scientific Research
Research Field
I am interesting in interdisciplinary research in general. I am leveraging Signal Processing, Artificial Intelligence and Big Data related techniques to tackle the Security, Smart Grid, Communications, Healthcare related problems. My work has a strong and balanced emphasis on algorithm development, system implementation and validation with real-world scenarios.
Paper Publications
- Yang Yang.Zhengmin Kong.Yuan Liu,Tao Huang,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
- Yang Yang.Zhengmin Kong.Globally Convergent ADMM-Based Optimization for LSTM Networks: Fast and Loose Variants.IEEE Transactions on Pattern Analysis and Machine Intelligence.2026
- Yuan Liu.Zhengmin Kong.Tao Huang,Yang Yang.Latent abstraction bridge transformer for generalizable nonintrusive load monitoring.Scientific Reports.2026
- Mengqi Wang.Zhengmin Kong.Reinforcement Learning-based Secure Communications over MIMO Interference Channels.IEEE Transactions on Vehicular Technology.2025.2区Top期刊
- Chenjie Song.Zhengmin Kong.Shuo Liu,Li Ding.ADMM-Enhanced CNN Training Framework With Global Convergence Guarantees.IEEE Transactions on Artificial Intelligence.2025.人工智能顶刊
Patents
Published Books
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Research Projects
- Major special projects in the ministry of science and technology 城市用电芯片级安全感知和预警关键技术及装备——城市级用电安全预警平台研发及示范应用子课题 2024ZD0802105
- Enterprises and institutions shall entrust scientific and technological projects 高性能确定性可信融合网络技术研究
- Projects commissioned by enterprises and institutes 基于需求侧响应的工业级智慧负荷监测技术服务
- Technology programs of the Government Departments ***精确**控制系统
- Enterprises and institutions shall entrust scientific and technological projects 面向现代供电服务的用电安全风险技术咨询
Research Team
- No content