张言明

办公室：3044am永利集团3044noc九龙湖校区信息大楼610室

个人主页：https://iem-zhang.github.io

Email：ymzhangj@seu.edu.cn

教育工作经历：

2026.09 –至今 3044am永利集团3044noc，3044am永利集团3044noc，教授

2026 – 2026       普渡大学，电气与计算机工程学院，研究科学家

2022 – 2025       香港中文大学，电子工程系，博士后、助理研究员

2022 – 2022       香港大学，电气与电子工程系，博士后

2018 – 2022       香港大学，电气与电子工程系，博士

个人简介:

张言明，3044am永利集团3044noc教授、博士生导师，国家高层次青年人才。博士毕业于香港大学，先后在香港大学、香港中文大学和普渡大学担任博士后研究员、助理研究员和研究科学家，期间合作导师为姜立军教授（IEEE Fellow）、高式昌教授（IEEE Fellow）和周永祖教授（美国工程院院士、IEEE Life Fellow）。主要研究方向包括机器学习方法及其在集成电路制造与设计优化中的应用、AI for EDA、智能电磁建模与计算、电磁兼容技术等。

硕士/博士研究生常年招生，诚挚欢迎优秀学子邮件联系：ymzhangj@seu.edu.cn

欢迎本科同学加入课题组进行SRTP科研训练和毕业设计

研究方向：

1. 机器学习方法及其在集成电路制造与设计优化中的应用

2. 人工智能驱动的电子设计自动化 (AI for EDA)

3. 智能电磁建模与计算

4. 电磁兼容技术

获奖及荣誉：

2026：国际应用计算电磁学会青年科学家奖(Young Scientist Award)

2025：国家级高层次青年人才

2025：亚太电磁兼容会议 (APEMC) 最佳论文提名

2023：香港创新科技署 (ITF) 研究人才库 (Research Talent Hub)

2020：IEEE (HK) AP/MTT 博士生会议优秀奖

论文著作：

期刊论文：（∗代表通讯作者）

[J27] Can Wang, Yanming Zhang^∗, Wei Liu, Hanzhi Ma, Xiaonan Jiang, Er-ping   Li, and Steven Gao, “Novel Physics-Aware Attention-Based Machine Learning   Approach for Mutual Coupling Modeling”, IEEE Transactions on Antennas and   Propagation, vol. 74, no. 4, pp. 3096-3108, April 2026.(Monthly most popular paper)

[J26] Yangyang He, Fanfei Yang, Min Li, Yanming Zhang, Changfei Zhou,   and Kaixue Ma, “A Wideband Co-LP Monostatic STAR Antenna Design Using   Multiport Theory for ISAC Applications”, IEEE Transactions on Antennas and   Propagation, vol. 74, no. 2, pp. 1334-1344, Feb. 2026.

[J25] Tianquan Tang, Yanming Zhang, and Lixi Huang, “Physics-informed learning   for end-to-end acoustic scattering of wavelength-order axisymmetric objects:   From geometric profiles to acoustic radiation forces”, The Journal of the Acoustical   Society of America, vol. 160, no. 2, pp. 1502-1520, 2026.

[J24] Tianquan Tang, Yumin Zhang, Yanming Zhang, and Lixi Huang,   “Multiple scattering field and derived acoustic interaction force and torque   for multiple non-spherical axisymmetric objects”, Journal of Sound and Vibration,   vol. 618, article 119285, 2025.

[J23] Min Li, Yangyang He, Changfei Zhou, Yanming Zhang, and Di Wu,   “Design of Decoupling and Pattern Shaping Surface for MIMO Antennas Using the   Multiport Optimization Method”, IEEE Transactions on Antennas and   Propagation, vol. 73, no. 5, pp. 2927-2939, May 2025.(25 most-read articles of 2025)

[J22] Yanming   Zhang, Wenchao Xu, Antonios Argyriou, A-Long Jin, Tianquan Tang, Peifeng   Ma, Lijun Jiang, and Steven Gao, “A Hybrid Method for Source Direction   Finding with Radio Frequency Interference and Gaussian   White Noise”, IEEE Internet of Things Journal, vol. 12, no. 20, pp.   42011-42020, Oct. 2025.

[J21] Can Wang, Yanming Zhang^∗, Steven Gao, and Wei Liu, “Design of Sparse   Antenna Arrays Using the Physics-Aware Generative Adversarial Network”, IEEE   Transactions on Antennas and Propagation, vol. 73, no. 9, pp. 6311-6325,   Sept. 2025.(25 most-read   articles of 2025)

[J20] Yanming   Zhang, Wenchao Xu, A-Long Jin, Tianquan Tang, Min Li, Peifeng Ma, Lijun   Jiang, and Steven Gao, “Enhanced Multidimensional Harmonic Retrieval in MIMO   Wireless Channel Sounding”, IEEE Internet of Things Journal,   vol. 12, no. 11, pp. 16243-16255, June 2025.

[J19] Yanming   Zhang, Wenchao Xu, A-Long Jin, Min Li, Ping Yuan, Lijun Jiang, and Steven   Gao, “A Tensor-Based Data-Driven Approach for Multidimensional Harmonic   Retrieval and Its Application for MIMO Channel Sounding”, IEEE   Internet of Things Journal, vol. 12, no. 3, pp. 2854-2865, Feb. 2025.

[J18] Yanming   Zhang, Wenchao Xu, A-Long Jin, Min Li, Peifeng Ma, Lijun Jiang, and Steven   Gao, “Coupling-Informed Data-Driven Scheme for Joint Angle and Frequency   Estimation in Uniform Linear Array with Mutual Coupling Present”, IEEE   Transactions on Antennas and Propagation, vol. 72, no. 12, pp.   9117-9128, Dec. 2024.

[J17] Yanming   Zhang, Peifeng Ma, Steven Gao, and Lijun Jiang, “An Unsupervised Learning   Framework for Determining the Excitation Coefficients Using Near-Field   Antenna Measurements”, IEEE Transactions on Electromagnetic Compatibility,   vol. 66, no. 6, pp. 1939-1946, Dec. 2024.

[J16] Ping Yuan, Yanming Zhang^∗, and Lijun Jiang, “Uncertainty   Quantification in PEEC Method: A Physics-Informed Neural Networks-Based   Polynomial Chaos Expansion”, IEEE Transactions on Electromagnetic   Compatibility, vol. 66, no. 6, pp. 2095-2101, Dec. 2024.

[J15] Ping Yuan, Yanming Zhang^∗, and Lijun Jiang, “Uncertainty   Quantification for PEEC Based on Wasserstein Generative Adversarial Network”,   IEEE   Transactions on Electromagnetic Compatibility, vol. 66, no. 6, pp.   2048-2055, Dec. 2024.

[J14] Yanming   Zhang and Lijun Jiang, “A Hybrid Model-Based Data-Driven Framework for the   Electromagnetic Near-Field Scanning”, IEEE Transactions on Electromagnetic   Compatibility, vol. 66, no. 5, pp. 1567-1576, Oct. 2024.

[J13] Yanming   Zhang, Peifeng Ma, Lijun Jiang, and Steven Gao, “Time-Resolved Electromagnetic   Near-Field Scanning: Dual Sparse Sampling in Time and Space”, IEEE   Transactions on Electromagnetic Compatibility, vol. 66, no. 3, pp.   928-938, June 2024.

[J12] Yanming   Zhang and Lijun Jiang, “Space-Time-Frequency Characterization in   Electromagnetic Near-Field Scanning: A Data-Driven Approach”, IEEE   Transactions on Electromagnetic Compatibility, vol. 65, no. 6, pp.   1921-1929, Dec. 2023.(Monthly   most popular paper)

[J11] Yanming   Zhang and Lijun Jiang, “A Direct Data Approach to Joint 2-D DOA and   Frequency Estimation With L-Shaped Array”, IEEE Transactions on Aerospace   and Electronic Systems, vol. 59, no. 4, pp. 3684-3694, Aug. 2023.

[J10] Yanming   Zhang, Lijun Jiang, and Hsi-Tseng Chou, “Data-Driven Scheme for Joint   Estimation of Direction-of-Arrival and Frequency with   Uniform Linear Array”, IEEE Transactions on Vehicular Technology,   vol. 72, no. 12, pp. 15706-15718, Dec. 2023.

[J9] Yanming   Zhang and Lijun Jiang, “Suppressing White-Noise Interference for Orbital   Angular Momentum Waves via the Forward-Backward Dynamic Mode Decomposition”, IEEE   Transactions on Antennas and Propagation, vol. 71, no. 3, pp.   2879-2884, March 2023.

[J8] Yanming   Zhang and Lijun Jiang, “A Novel Data-Driven Method for Two-Dimensional   Angles Finding via Uniform Rectangular Array with   Automatic Pairing”, IEEE Transactions on Vehicular Technology,   vol. 72, no. 2, pp. 1972-1981, Feb. 2023.

[J7] Yanming   Zhang and Lijun Jiang, “Modeling Transmission Lines Using a Hybrid   Knowledge-Based and Data-Driven Approach”, IEEE Transactions on Signal and   Power Integrity, vol. 1, pp. 12-21, 2022.(Monthly most popular paper)

[J6] Yanming   Zhang, Lijun Jiang, and Hong Tat Ewe, “A Novel Data-Driven Modeling Method   for the Spatial-Temporal Correlated Complex Sea Clutter”, IEEE   Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-11,   2022.

[J5] Yanming   Zhang, Ping Yuan, Lijun Jiang, and Hong Tat Ewe, “Novel Data-Driven   Spatial-Spectral Correlated Scheme for Dimensionality Reduction of   Hyperspectral Images”, IEEE Journal of Selected Topics in Applied   Earth Observations and Remote Sensing, vol. 15, pp. 3877-3890, 2022.

[J4] Yanming   Zhang, Menglin L.N. Chen, and Lijun Jiang, “Extraction of the   Characteristics of Vortex Beams with a Partial Receiving Aperture at   Arbitrary Locations”, Journal of Optics, vol. 23, no. 8,   article 085601, 2021.

[J3] Yanming   Zhang and Lijun Jiang, “A Novel Demultiplexing Scheme for Vortex Beams in   Radio Communication Systems”, IEEE Transactions on Vehicular Technology,   vol. 70, no. 7, pp. 7243-7248, July 2021.

[J2] Yanming   Zhang and Lijun Jiang, “A Novel Data-Driven Analysis Method for Electromagnetic   Radiations Based on Dynamic Mode Decomposition”, IEEE Transactions on   Electromagnetic Compatibility, vol. 62, no. 4, pp. 1443-1450, Aug.   2020.

[J1] Yanming   Zhang, Menglin L.N. Chen, and Lijun Jiang, “Analysis of Electromagnetic   Vortex Beams Using Modified Dynamic Mode Decomposition in Spatial Angular   Domain”, Optics Express, vol. 27, no. 20, pp. 27702-27711, 2019.