目录
硕士报考志愿采集    更新日期:2025年3月14日
姓 名 梅镇 性 别
出生年月 1990年9月 籍贯 湖北
民 族 汉族 政治面貌 中国共产党党员
最后学历 博士研究生 最后学位 工学博士
技术职称 副教授 导师类别 硕士生导师
导师类型 校内 兼职导师
行政职务 Email meizhen@njust.edu.cn
工作单位 电子工程与光电技术学院 邮政编码 210094
通讯地址 电光楼B332
单位电话
个人主页
指导学科
学科专业(主) 0810|信息与通信工程 招生类别 硕士 所在学院 电子工程与光电技术学院
研究方向

研究领域:人工智能和信息论在交叉领域的理论与技术研究,主要包含以下:

1、鲁棒深度学习:面向噪声神经网络的深度学习理论、鲁棒训练与容错技术。

2、工业人工智能:面向工业场景的大模型、迁移学习、小样本学习等技术。

3、智能通信技术:基于深度学习的通信、存储信道检测、通信资源优化等。

4、AI+生物/医学:基于人工智能的新型酶催化功能预测、医学图像识别等。

专业基础:概率统计、深度学习、信息论与编码、信号处理、通信原理、数据结构与算法等。

优先录取有数学或编程特长、自我驱动型的同学,优秀同学有机会读博深造或海外访学。

工作经历

2021年10月- 至今     南京理工大学        副教授 

2019年8月 - 20219月  华为技术有限公司     系统架构师

2017年7月 - 2019年7月  新加坡科技设计大学    博士后研究员

获奖、荣誉称号

CCF中国信息系统及应用大会(WISA 2024)最佳论文奖

Wiley威立中国开放科学2022年度作者

江苏省双创博士(海外名校)

深圳市海外高层次人才

 

社会、学会及学术兼职

学术任职:

IEEE Member

中国电子学会会员

中国计算机学会(CCF)会员

IEEE会议Track chair:IEEE International Conference on Communication Technology (ICCT) 2024

 

国际旗舰期刊审稿人:

IEEE Transactions on Information Theory, 

IEEE Transactions on Wireless Communications, 

IEEE Transactions on Communications, 

IEEE Transactions on Industrial Informatics等。

科研项目

主持国家自然科学基金青年项目,2023年-2025年。

主持移动通信国家重点实验室开放研究基金,2023年-2024年。

主持南京理工大学自主科研专项,2023年-2025年。

参与国家自然科学基金面上项目,2024年-2027年。

发表论文

部分国际期刊论文:

[28]  Z. Wang, L. Shi, Z. Mei, X. Zhao, Z. Wang, and J. Li, "Iterative Knowledge Distillation and Pruning for Model Compression in Unsupervised Domain Adaptation", Pattern Recognition, 2025.

[27]  X. Han, W. Chen, J. Li, M. Ding, Q. Wu,  K. Wei,  X. Deng and Z. Mei, "Energy-Efficient Wireless Federated Learning via Doubly Adaptive Quantization", IEEE Transactions on Cognitive Communications and Networking, Accepted.

[26] C. Wang, Z. Mei*, J. Li, K. Cai, and L. Kong, "Piecewise Student’s t-distribution Mixture Model-based Estimation for NAND Flash Memory Channels", IEEE Signal Processing Letters, 2025.

[25] B. Dai, X. Yue, Z. Mei*, F.C.M, Lau, Y. Zou, and T. Li, "Performance Analysis of HARQ-enabled IRS-NOMA Downlink Systems",  IEEE Internet of Things Journal2024.

[24] B. Dai, K. Cai, Z. Mei, and X. Zhong, "Polar Code Construction for Resistive Memories  With Sneak-Path Interference",  IEEE Communications Letters2024.

[23] Z. Mei, K. Cai, L. Shi, J. Li, L. Chen, and K. A. S. Immink, "Deep Transfer Learning-based Detection for Flash Memory Channels",  IEEE Transactions on Communications 2024. 

[22] X. Han, J. Li, W. Chen, Z. Mei, K. Wei, M. Ding, and H. V. Poor, "Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity", IEEE Transactions on Wireless Communications2024.

[21] Y. Dai, Z. Mei*, J. Li, Z. Li, K. Wei, M. Ding, S. Guo, and W. Chen, "Clustering-based Contrastive Learning for Fault Diagnosis with Few Labelled Samples"IEEE Transactions on Instrumentation & Measurement2024.

[20] J. Cui, J. Li, Z. Mei*, K. Wei, S. Wei, M. Ding, W. Chen, and S. Guo, "Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding", IEEE Transactions on Instrumentation & Measurement, 2023.

[19] Z. Mei , K. Cai, L. Shi and J. Li, "Quantization Design for Resistive Memories with Multiple Reads", IEEE Communications Letters, 2023.

[18] C. Wang, Z. Mei*, J. Li, F. Shu, X. He, and L. Kong, "Channel Modeling and Quantization Design for 3D NAND Flash Memory", Entropy, 2023.

[17] G. Yang, Y. Qian, K. Ren, Z. Mei, F. Shu, X. Zhou, and W. Wu, "Covert Wireless Communications for Augmented Reality Systems with Dual Cooperative UAVs", IEEE Journal of Selected Topics in Signal Processing, 2023.

[16] W. Abd-Alaziz, B.A. Jebur, H. Fakhrey, Z. Mei*, and K. Rabie, "A Low-Complexity Coding Scheme for NOMA", IEEE Systems Journal, 2023.

[15] Y. Qian, C. Yang, Z. Mei*, X. Zhou, L. Shi, and J. Li, "On Joint Optimization of Trajectory and Phase Shift for IRS-UAV Assisted Covert Communication Systems", IEEE Transactions on Vehicular Technology, 2023.

[14] L. Shi, T. Wang, Z. Mei*, J. Li, and X. Xia, "Revisiting Non-Coherent Detection of Differential PSK: A Factor Graph Perspective", IEEE Communications Letters, 2022.

[13] P. Li, K. Cai, G. Song, and Z. Mei, “Sneak path interference-aware adaptive detection and decoding for resistive memory arrays", IEEE Communications Letters, 2022.

[12] X. He, K. Cai, W. Song, and Z. Mei, "Dynamic programming for sequential deterministic quantization of discrete memoryless channels", IEEE Transactions on Communications, 2021.

[11]  Z. Mei, K. Cai and X. He, “Deep Learning-Aided Dynamic Read Thresholds Design For Multi-Level-Cell Flash Memories”, IEEE Transactions on Communications , 2020. 

[10] X. Zhong, K. Cai, Z. Mei, and TQS Quek, "Deep learning-based decoding of linear block codes for spin-torque transfer magnetic random access memory", IEEE Transactions on Magnetics, 2020.

[9] Z. Mei , K. Cai, L. Shi and X. He, “On Channel Quantization for Spin-Torque Transfer Magnetic Random Access Memory”, IEEE Transactions on Communications,2019. 

[8] Z. Mei , K. Cai and G. Song, “Performance Analysis of Finite-Length LDPC Codes over Asymmetric Memoryless Channels”, IEEE Transactions on Vehicular Technology, 2019. 

[7] X. He, K. Cai, and Z. Mei, "On finite alphabet iterative decoding of LDPC codes with high-order modulation", IEEE Communications Letters, 2019.

[6] Z. Xie, P. Chen, Z. Mei, L. Shi, K. Cai, and Y. Fang, "Polar-coded physical layer network coding over two-way relay channels", IEEE Communications Letters, 2019. 

[5] B. Dai, R. Liu, C. Gao, and Z. Mei, "Symbol Flipping Algorithm With Self-Adjustment Strategy for LDPC Codes Over GF(q)", IEEE Transactions on Vehicular Technology, 2019.

[4] Z. Mei, K. Cai and B. Dai, “Polar Codes for Spin-Torque Transfer Magnetic Random Access Memory”, IEEE Transactions on Magnetics, 2018.

[3] B. Dai, R. Liu, C. Gao, and Z. Mei, "Noisy gradient descent bit-flipping decoder based on adjustment factor for LDPC codes", IEEE Communications Letters, 2018. 

[2] Z. Mei, M. Johnston, S. Le Goff and L. Chen, “Performance Analysis of LDPC-Coded Diversity Combining on Rayleigh Fading Channels with Impulsive Noise”, IEEE Transactions on Communications,2017. 

[1] B. Dai, R. Liu, Y. Hou, L. Zhao, and Z. Mei, "EXIT Chart Aided LDPC Code Design for Symmetric Alpha-Stable Impulsive Noise", IEEE Communications Letters, 2016.

 

部分国际会议论文:

[12] Z. Wang, L. Shi, Z. Mei, X. Zhao, Z. Wang, and J. Li, "Iterative Transfer Knowledge Distillation and Channel Pruning for Unsupervised Cross-Domain Compression", International Conference on Web Information Systems and Applications (WISA), 2024. (最佳论文奖)

[11] B. Dai, X. Yue, Z. Mei, FCM. Lau, Y. Zou and T. Li, "Outage Performance of HARQ-CC-Assisted IRS-NOMA Systems", IEEE Global Communications Conference (GLOBECOM) Workshop, 2023.

[10] Z. Mei, K. Cai, L. Shi, J. Li, L. Chen and K. A. S. Immink, "Data Detection for Non-Volatile Memories via Transfer Learning", IEEE International Conference on Communications (ICC), 2023. 

[9] J. Li, D. Luo, K. Wei, Z. Mei, and Y. Shao,"FedSKG: Self-supervised Federated Learning with Structural Knowledge of Global Model", IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2023.

[8] B. Dai, Z. Mei, K. Cai, L. Kong, and X. Zhong, "PAC Code Construction for Spin-Torque Transfer Magnetic Random Access Memory", IEEE International Magnetic Conference (Intermag), 2023.

[7] Z. Mei, K. Cai and X. W. Zhong, “Neural Network-Based Dynamic Threshold Detection for Non-Volatile Memories”, IEEE International Conference on Communications (ICC), 2019. 

[6] L. Shi, K. Cai, and Z. Mei, "Linear network coded computation in mobile edge computing", IEEE Global Communications Conference (GLOBECOM), 2019.

[5] X. He, K. Cai, and Z. Mei, "On mutual information-maximizing quantized belief propagation decoding of LDPC codes",  IEEE Global Communications Conference (GLOBECOM), 2019.

[4] X. He, K. Cai, W. Song, and Z. Mei, "Dynamic programming for quantization of q-ary input discrete memoryless channels", IEEE International Symposium on Information Theory (ISIT), 2019.

[3] Z. Mei, K. Cai and L. Shi, “Information Theoretic Bounds Based Channel Quantization Design for Emerging Memories”, IEEE Information Theory Workshop (ITW), 2018.

[2] Z. Mei, K. Cai and B. Dai, “Polar Coding for Spin-Torque Transfer Magnetic Random Access Memory (STT-MRAM)”, IEEE International Magnetics Conference (Intermag), 2018. 

[1] Z. Mei, M. Johnston, S. Le Goff and L. Chen, “Error Probability Analysis of M-QAM on Rayleigh Fading channels with Impulsive Noise”, IEEE international workshop on Signal Processing advances in Wireless Communications (SPAWC), 2016.

 

科研创新

已受理和授权发明专利10余项

教学活动

承担本科生课程《计算机网络与安全技术》,2023,2024秋学期。

承担研究生课程《信息论基础》,2023秋学期

指导学生情况

指导学生获得2023年全国工业互联网创新大赛优秀奖

目前指导在读硕士生多名;协助指导在读博士生和硕士生多名。