目录
硕士报考志愿采集    更新日期:2024年4月28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 哲学博士
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:机器学习无线通信、信息论与编码、存内计算、工业人工智能等,主要包含以下:

1、面向存内计算的深度学习理论和容错技术。

2、工业人工智能:分布式学习、迁移学习、小样本学习等。

3、通信理论与技术:通信、存储信道量化、纠错码等技术。

专业基础:深度学习、概率论与随机过程信息论与编码、数据结构与算法、通信原理、信号处理等。

优先录取有相关基础、数学或编程有特长、对科研感兴趣的同学,有机会去海外知名大学访学或读博深造。

欢迎有意向的学生联系(meizhen@njust.edu.cn,附上简历和成绩单),同时鼓励优秀本科学生联系参与科研训练、本科毕设及科研项目实践。

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

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

国际旗舰期刊审稿人:

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

节选部分SCI期刊论文:

[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 CommunicationsEarly Access, 2024. 

[22] X. Han, J. Li, W. Chen, Z. Mei, K. Wei, M. Ding, H. V. Poor, "Analysis and Optimization of Wireless Federated Learning with Data Heterogeneity", IEEE Transactions on Wireless CommunicationsEarly Access, 2024.

[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, 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, 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, K. Rabie, "A Low-Complexity Coding Scheme for NOMA", IEEE Systems Journal, 2023.

[15] Y. Qian, C. Yang, Z. Mei, X. Zhou, L. Shi, 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, X. Xia, "Revisiting Non-Coherent Detection of Differential PSK: A Factor Graph Perspective", IEEE Communications Letters, 2022.

[13] P. Li, K. Cai, G. Song, 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, 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, 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, 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, Y. Fang, "Polar-coded physical layer network coding over two-way relay channels", IEEE Communications Letters, 2019. 

[5] B. Dai, R. Liu, C. Gao, 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, 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, Z. Mei, "EXIT Chart Aided LDPC Code Design for Symmetric Alpha-Stable Impulsive Noise", IEEE Communications Letters, 2016.

 

节选部分会议论文:

[10] 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.

[9] 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. 

[8] B. Dai, Z. Mei, K. Cai, L. Kong, 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, Z. Mei, "Linear network coded computation in mobile edge computing", IEEE Global Communications Conference (GLOBECOM), 2019.

[5] X. He, K. Cai, 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, 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

已授权专利:

1. 美国专利, P. Chen, Z. Mei, etc. "Method for optimizing polar-rnna quantizer of mlc-type nand flash memory on basis of deep learning", U.S. patent, 17/905,351, 2023.

教学活动

承担本科生课程《计算机网络与安全技术》,2023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。