李廉林｜北京大学｜学者主页

2026

基于多智能体强化学习的故障监测传感阵列排布优化方法

马杰，陈延锦，叶学顺，周俊，田野，李廉林

《电波科学学报》

2026

Self-Powered Programmable Wireless Transducer Integrated With Solar Cell for Dynamic Beam Manipulation

Hongwei Pan, Pengfei Zhang, Le Kang, Kangtao Ma, Lianlin Li

IEEE Internet of Things Journal

DOI

2026

Electromagnetic Perception With Artificial Intelligence‐Empowered Programable Metasurface: From Data‐Driven Imaging to Semantic Sensing

Xingrui Zhou, Jiawen Xu, Jiachen Wei, Fan Lu, Li Li, Li Li, Lianlin Li, Lianlin Li

Advanced Photonics Research

DOI

2026

Autonomous Intelligent Metasurface for Wireless Communications and Contactless Human Sensing

Xinyu Li, Kezhan Zhao, Long Chen, Zhewei Huang, Shaokai Li, Qian Ma, Jian Wei You, Lianlin Li, Tie Jun Cui

Advanced Functional Materials

DOI

2026

Holographic Surface Enabled Integrated Sensing and Communications

Haobo Zhang, Shuhao Zeng, Xinyuan Hu, Shupei Zhang, Boya Di, Hongliang Zhang, Lianlin Li, Lin Chang, Wei Jiang, Shaohui Sun, Zhu Han, Yonina C. Eldar, Rui Zhang, Merouane Abdelkader Debbah, Lingyang Song

IEEE Transactions on Communications

DOI

2026

Satellite-Terrestrial Passive Wireless Communication Using Programmable Metasurface

Mingyi Li, Jiawen Yang, Fan Lu, Tie Jun Cui, Lianlin Li

IEEE Journal of Selected Topics in Electromagnetics Antennas and Propagation

DOI

2025

Smart Theremin Based on Electromagnetic Metasurfaces for Fine Dual‐Hand Perception

Che Liu, Yisu Huang, Mengyuan Zhang, Yiming Ma, Wenming Yu, Jiajing Wu, Lianlin Li, Qian Ma, Tie Jun Cui

Advanced Optical Materials

DOI

2025

Physics‐Informed Deep Learning Method for Real‐Time Multi‐Harmonic Beamforming Based on Space‐Time‐Coding Metasurface

Jianghan Bao, Che Liu, Yi Ning Zheng, Lei Zhang, Wen Ming Yu, Lianlin Li, Tie Jun Cui

Advanced Electronic Materials

DOI

2024

面向6G的信息超材料和智能超表面通信与感知技术

李廉林，戴凌龙，崔铁军

《无线电通信技术》

2024

A Method for Generating Partial Discharge Signals Based on Time-varying Dipole Model

Jie Ma, Yanjin Chen, Lianlin Li

International Symposium on Antennas, Propagation and EM Theory (ISAPE)

DOI

2024

Semantic–Electromagnetic Inversion With Pretrained Multimodal Generative Model

Yanjin Chen, Hongrui Zhang, Jie Ma, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Advanced Science

DOI

2024

Semantic regularization of electromagnetic inverse problems

Hongrui Zhang, Yanjin Chen, Zhuo Wang, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Nature Communications

DOI

2024

Microwave Speech Recognizer Empowered by a Programmable Metasurface

Hongrui Zhang, Hengxin Ruan, Hanting Zhao, Zhuo Wang, Shengguo Hu, Tie Jun Cui, Philipp del Hougne, Lianlin Li

Advanced Science

DOI

2024

Language‐controllable programmable metasurface empowered by large language models

Shengguo Hu, Jiawen Xu, Ming‐Yi Li, Tie Jun Cui, Lianlin Li

Nanophotonics

DOI

2023

智能电磁计算的若干进展

刘彻，杨恺乔，鲍江涵，俞文明，游检卫，李廉林，崔铁军

《雷达学报(中英文)》

2023

Intelligent indoor metasurface robotics

Hanting Zhao, Shengguo Hu, Hongrui Zhang, Zhuo Wang, Hao Dong, Philipp del Hougne, Tie Jun Cui, Lianlin Li

National Science Review

2023

Multi‐Task and Multi‐Scale Intelligent Electromagnetic Sensing with Distributed Multi‐Frequency Reprogrammable Metasurfaces

Zhuo Wang, Hongrui Zhang, Hanting Zhao, Shengguo Hu, Tie Jun Cui, Lianlin Li

Advanced Optical Materials

DOI

2022

Accurate and broadband manipulations of harmonic amplitudes and phases to reach 256 QAM millimeter-wave wireless communications by time-domain digital coding metasurface

Ming Zheng Chen, Wankai Tang, Jun Yan Dai, Jun Chen Ke, Lei Zhang, Cheng Zhang, Jin Yang, Lianlin Li, Qiang Cheng, Shi Jin, Tie Jun Cui

National Science Review

2022

High‐Resolution Programmable Metasurface Imager Based on Multilayer Perceptron Network

Ze Gu, Qian Ma, Che Liu, Qiang Xiao, Xinxin Gao, Tao Yan, Long Miao, Lianlin Li, Tie Jun Cui

Advanced Optical Materials

DOI

2022

Metamaterials Based Intelligent Microwave Human Behavior Recognition

Hongrui Zhang, Zhuo Wang, Hanting Zhao, Menglin Wei, Ya Shuang, Lianlin Li

Photonics & Electromagnetics Research Symposium (PIERS)

DOI

2022

Wireless Channel Design and Optimization Method for 1-bit Programmable Metasurface

Hanting Zhao, Menglin Wei, Zhuo Wang, Hongrui Zhang, Ya Shuang, Lianlin Li

Photonics & Electromagnetics Research Symposium (PIERS)

DOI

2022

Intelligent electromagnetic metasurface camera: system design and experimental results

Zhuo Wang, Hongrui Zhang, Hanting Zhao, Tie Jun Cui, Lianlin Li

Nanophotonics

DOI

2021

智能电磁感知的若干进展

李廉林，崔铁军

《雷达学报(中英文)》

2021

“信息超材料及其雷达应用”专刊编者按

崔铁军，李廉林，李龙

《雷达学报(中英文)》

2021

人工智能超材料

刘彻，马骞，李廉林，崔铁军

《光学学报》

2021

基于可编程超表面的Wi-Fi信号调控（英文）

双雅，李力，王卓，魏梦麟，李廉林

《雷达学报(中英文)》

2021

基于超表面的智能电磁感知：理论、系统与实验

双雅，李力，王卓，魏梦麟，李廉林

《电波科学学报》

2021

Intelligent Metasurface Based Indoor Positioning and Control System With Non-Cooperative Blind Signals

Hanting Zhao, Li Li, Hengxin Ruan, Hongrui Zhang, Zhuo Wang, Lianlin Li

International Conference on Microwave and Millimeter Wave Technology (ICMMT)

DOI

2021

Microwave Lip Reading Based on Programmable Metasurface Using Deep Learning

Hengxin Ruan, Hanting Zhao, Menglin Wei, Zhuo Wang, Hongrui Zhang, Lianlin Li

International Conference on Microwave and Millimeter Wave Technology (ICMMT)

DOI

2021

Programmable Metasurface Based Microwave Biometric Identification

Hongrui Zhang, Li Li, Zhuo Wang, Hengxin Ruan, Hanting Zhao, Lianlin Li

International Conference on Microwave and Millimeter Wave Technology (ICMMT)

DOI

2021

Controllable Manipulation of Wi-Fi Signals Using Tunable Metasurface

Ya Shuang, Li Li, Zhuo Wang, Menglin Wei, Lianlin Li

DOAJ (DOAJ: Directory of Open Access Journals)

DOI

2021

Intelligent coding metasurface holograms by physics-assisted unsupervised generative adversarial network

Che Liu, Wenming Yu, Qian Ma, Lianlin Li, Tie Jun Cui

Photonics Research

DOI

2020

Information theory of metasurfaces

Haotian Wu, Guo Dong Bai, Shuo Liu, Lianlin Li, Xiang Wan, Qiang Cheng, Tie Jun Cui

National Science Review

2020

Work in Progress

Che Liu, Qian Ma, Lianlin Li, Tie Jun Cui

DOI

2020

Practical Hybrid Beamforming With Finite-Resolution Phase Shifters for Reconfigurable Intelligent Surface Based Multi-User Communications

Boya Di, Hongliang Zhang, Lianlin Li, Lingyang Song, Yonghui Li, Zhu Han

IEEE Transactions on Vehicular Technology

DOI

2019

Controllable and Programmable Nonreciprocity Based on Detachable Digital Coding Metasurface

Qian Ma, Lei Chen, Hong Bo Jing, Qiao Ru Hong, Hao Yang Cui, Yi Liu, Lianlin Li, Tie Jun Cui

Advanced Optical Materials

DOI

2019

Through‐the‐wall imaging using Wi‐Fi signals

Wei Zhong, Kai He, Lianlin Li

The Journal of Engineering

DOI

2019

Terahertz Super-Resolution Imaging Based on Subwavelength Metallic Grating

Tie‐Jun Huang, Heng-He Tang, Yunhua Tan, Lianlin Li, Pu‐Kun Liu

IEEE Transactions on Antennas and Propagation

DOI

2018

大尺度电磁散射与逆散射问题的深度学习方法

王龙刚，钟威，阮恒心，贺凯，李廉林

《电波科学学报》

2018

稀疏感知导论

李廉林

2018

Information metamaterials – from effective media to real‐time information processing systems

Lianlin Li, Tie Jun Cui

Nanophotonics

DOI

2018

A Survey on the Low-Dimensional-Model-based Electromagnetic Imaging

Lianlin Li, Martín Hurtado, Feng Xu, Bing Chen Zhang, Tian Jin, Tie Jun Cui, Marija Nikolić Stevanović, Arye Nehorai

Foundations and Trends® in Signal Processing

DOI

2018

Nonlinear Electromagnetic Inverse Scattering Using DeepNIS

Lianlin Li

URSI Atlantic Radio Science Meeting (AT-RASC)

DOI

2018

Dynamic Feature Extraction Using Reprogrammable Coding Metasurface

Lianlin Li

URSI Atlantic Radio Science Meeting (AT-RASC)

DOI

2017

Metamaterials: Controlling Energy Radiations of Electromagnetic Waves via Frequency Coding Metamaterials (Adv. Sci. 9/2017)

Hao Wu, Shuo Liu, Xiang Wan, Lei Zhang, Dan Wang, Lianlin Li, Tie Jun Cui

Advanced Science

DOI

2017

Controlling Energy Radiations of Electromagnetic Waves via Frequency Coding Metamaterials

Hao Wu, Shuo Liu, Xiang Wan, Lei Zhang, Dan Wang, Lianlin Li, Tie Jun Cui

Advanced Science

DOI

2017

A Fast Patches-Based Imaging Algorithm for 3-D Multistatic Imaging

Longgang Wang, Lianlin Li, Jun Cai Ding, Tie Jun Cui

IEEE Geoscience and Remote Sensing Letters

DOI

2017

Spin-Controlled Multiple Pencil Beams and Vortex Beams with Different Polarizations Generated by Pancharatnam-Berry Coding Metasurfaces

Lei Zhang, Shuo Liu, Lianlin Li, Tie Jun Cui

ACS Applied Materials & Interfaces

DOI

2016

基于互质阵列雷达技术的近距离目标探测方法（英文）

王龙刚，李廉林

《雷达学报(中英文)》

2015

结构化信号处理理论和方法的研究进展

李廉林，周小阳，崔铁军

《雷达学报(中英文)》

2015

一种抑制探地/穿墙成像多径虚假目标的新型概率模型:数值研究（英文）

谭云华，王李波，李廉林

《雷达学报(中英文)》

2015

Perspectives on Theories and Methods of Structural Signal Processing

Lianlin Li, Zhou Xiao-yang, Cui Tie-jun

DOAJ (DOAJ: Directory of Open Access Journals)

DOI

2015

Erratum for: An efficient approach to generate microwave vector vortex fields based on metasurface

Yunhua Tan, Lianlin Li, Henxin Ruan

Microwave and Optical Technology Letters

DOI

2015

Real-time super-resolution imaging using a single sensor

Lianlin Li, Henxin Ruan, Fang Li, Tie Jun Cui

URSI Atlantic Radio Science Conference

DOI

2015

When strongly disordered medium meets compressive super-resolution imaging

Lianlin Li

URSI Atlantic Radio Science Conference

DOI

2014

A Novel Approximate Solution for Electromagnetic Scattering by Dielectric Disks

Libo Wang, Lianlin Li, Yunhua Tan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2014

Sparsity-Promoted Blind Deconvolution of Ground-Penetrating Radar (GPR) Data

Lianlin Li

IEEE Geoscience and Remote Sensing Letters

DOI

2014

Theoretical Analysis of Vector-Vortex Fields Generated by Quasi-Periodic Planar Structure

Lianlin Li, Yunhua Tan

IEEE Antennas and Wireless Propagation Letters

DOI

2013

Generalized MED blind deconvolution of GPR data and its sparsity-promoted solution

Lianlin Li, Libo Wang, Yunhua Tan

Asia-Pacific Microwave Conference (APMC)

DOI

2011

有耗媒质中目标的无相位衍射层析成像方法

刘艳丽，李廉林，李芳

《电子学报》

2010

传播散射网络模型在电离层波传播研究中的应用

张蓓，方广有，李廉林

《电波科学学报》

2010

多频多单站地下目标成像的自聚焦算法

刘艳丽，李廉林，李芳

《中国科学:信息科学》

2009

无相位检测电磁逆散射目标成像

张文吉，李廉林，李芳

《中国科学:信息科学》

2008

电离层对星载合成孔径雷达方位向分辨率影响的分析

郑虎，李廉林，李芳

《电子与信息学报》

2008

玻恩近似下的无相位检测电磁成像方法

郑虎，李廉林，李芳

《电波科学学报》

2008

电磁逆散射无相位检测的相位复原

张文吉，李廉林，李芳

《电波科学学报》

2008

基于Laguerre多项式及PML边界的时域Maxwell方程解

李廉林，李芳

《中国科学:技术科学》

2004

等离子体中尘埃粒子对电磁波的吸收效应

李芳，李廉林，隋强

《中国科学:技术科学》

2003

负介电常数和负磁导率微波媒质的实验

隋强，李廉林，李芳

《中国科学:物理学力学天文学》

精选作品

期刊论文

基于多智能体强化学习的故障监测传感阵列排布优化方法

Self-Powered Programmable Wireless Transducer Integrated With Solar Cell for Dynamic Beam Manipulation

Electromagnetic Perception With Artificial Intelligence‐Empowered Programable Metasurface: From Data‐Driven Imaging to Semantic Sensing

Autonomous Intelligent Metasurface for Wireless Communications and Contactless Human Sensing

Holographic Surface Enabled Integrated Sensing and Communications

Satellite-Terrestrial Passive Wireless Communication Using Programmable Metasurface

Smart Theremin Based on Electromagnetic Metasurfaces for Fine Dual‐Hand Perception

Physics‐Informed Deep Learning Method for Real‐Time Multi‐Harmonic Beamforming Based on Space‐Time‐Coding Metasurface

面向6G的信息超材料和智能超表面通信与感知技术

A Method for Generating Partial Discharge Signals Based on Time-varying Dipole Model

Semantic–Electromagnetic Inversion With Pretrained Multimodal Generative Model

Semantic regularization of electromagnetic inverse problems

Microwave Speech Recognizer Empowered by a Programmable Metasurface

Language‐controllable programmable metasurface empowered by large language models

智能电磁计算的若干进展

Intelligent indoor metasurface robotics

Multi‐Task and Multi‐Scale Intelligent Electromagnetic Sensing with Distributed Multi‐Frequency Reprogrammable Metasurfaces

Accurate and broadband manipulations of harmonic amplitudes and phases to reach 256 QAM millimeter-wave wireless communications by time-domain digital coding metasurface

High‐Resolution Programmable Metasurface Imager Based on Multilayer Perceptron Network

Metamaterials Based Intelligent Microwave Human Behavior Recognition

Wireless Channel Design and Optimization Method for 1-bit Programmable Metasurface

Intelligent electromagnetic metasurface camera: system design and experimental results

智能电磁感知的若干进展

“信息超材料及其雷达应用”专刊编者按

人工智能超材料

基于可编程超表面的Wi-Fi信号调控（英文）

基于超表面的智能电磁感知：理论、系统与实验

Intelligent Metasurface Based Indoor Positioning and Control System With Non-Cooperative Blind Signals

Microwave Lip Reading Based on Programmable Metasurface Using Deep Learning

Programmable Metasurface Based Microwave Biometric Identification

Controllable Manipulation of Wi-Fi Signals Using Tunable Metasurface

Intelligent coding metasurface holograms by physics-assisted unsupervised generative adversarial network

Information theory of metasurfaces

Work in Progress

Practical Hybrid Beamforming With Finite-Resolution Phase Shifters for Reconfigurable Intelligent Surface Based Multi-User Communications

Controllable and Programmable Nonreciprocity Based on Detachable Digital Coding Metasurface

Through‐the‐wall imaging using Wi‐Fi signals

Terahertz Super-Resolution Imaging Based on Subwavelength Metallic Grating

大尺度电磁散射与逆散射问题的深度学习方法

稀疏感知导论

Information metamaterials – from effective media to real‐time information processing systems

A Survey on the Low-Dimensional-Model-based Electromagnetic Imaging

Nonlinear Electromagnetic Inverse Scattering Using DeepNIS

Dynamic Feature Extraction Using Reprogrammable Coding Metasurface

Metamaterials: Controlling Energy Radiations of Electromagnetic Waves via Frequency Coding Metamaterials (Adv. Sci. 9/2017)

Controlling Energy Radiations of Electromagnetic Waves via Frequency Coding Metamaterials

A Fast Patches-Based Imaging Algorithm for 3-D Multistatic Imaging

Spin-Controlled Multiple Pencil Beams and Vortex Beams with Different Polarizations Generated by Pancharatnam-Berry Coding Metasurfaces

基于互质阵列雷达技术的近距离目标探测方法（英文）

结构化信号处理理论和方法的研究进展

一种抑制探地/穿墙成像多径虚假目标的新型概率模型:数值研究（英文）

Perspectives on Theories and Methods of Structural Signal Processing

Erratum for: An efficient approach to generate microwave vector vortex fields based on metasurface

Real-time super-resolution imaging using a single sensor

When strongly disordered medium meets compressive super-resolution imaging

A Novel Approximate Solution for Electromagnetic Scattering by Dielectric Disks

Sparsity-Promoted Blind Deconvolution of Ground-Penetrating Radar (GPR) Data

Theoretical Analysis of Vector-Vortex Fields Generated by Quasi-Periodic Planar Structure

Generalized MED blind deconvolution of GPR data and its sparsity-promoted solution

有耗媒质中目标的无相位衍射层析成像方法

传播散射网络模型在电离层波传播研究中的应用

多频多单站地下目标成像的自聚焦算法

无相位检测电磁逆散射目标成像

电离层对星载合成孔径雷达方位向分辨率影响的分析

玻恩近似下的无相位检测电磁成像方法

电磁逆散射无相位检测的相位复原

基于Laguerre多项式及PML边界的时域Maxwell方程解

等离子体中尘埃粒子对电磁波的吸收效应

负介电常数和负磁导率微波媒质的实验

会议论文

基于可编程超表面的微波动作捕捉

基于智能超表面的多维度手势识别

基于可编程超表面的人-机器人智能交互

星载合成孔径雷达电离层成像探测的可行性

屏蔽盒对微带线特性的影响

预印本

Theory of the far-field imaging beyond the Rayleigh limit based on the super-resonant lens

书籍