姓名：任群
职称：副研究员/硕士生导师
学科专业：信息与通信工程
邮箱：renqun@tju.edu.cn
通讯地址：天津大学电气自动化与信息工程学院26教学楼D125
招生信息：
欢迎对人工智能超材料、光电神经网络、生物信息融合与现代移动通讯感兴趣的同学前来咨询与交流，欢迎本科同学加入科研训练与毕业设计。
主要经历：
(1) 2022-今 天津大学，电气自动化与信息工程学院，副研究员/硕士生导师
(2) 2020-2022 天津大学，电气自动化与信息工程学院，讲师
(3) 2019-2019 英国 伦敦大学学院（UCL），研究助理
(4) 2015-2019 英国 伦敦大学学院（UCL），公派全奖，工学博士
(5) 2014-2014 新加坡 南洋理工大学（NTU），淡马锡基金，访问学士
(6) 2011-2015 天津大学，电子信息工程学院，工学学士
主要研究方向：
(1) 深度学习电磁前沿（智能光电网络、天线逆设计、太赫兹传感预测）
(2) 计算及应用电磁学（生物信息融合、射频—场路协同仿真、电磁兼容设计）
(3) 微纳光学、非线性光学（连续域束缚态、非线性拓扑、电磁量子化、光/声子晶体）
讲授课程：
《应用机器学习（主讲）》（全英文，专业核心课程）
《电磁场理论（主讲）》（专业基础课程）
《电磁场与电磁波（授课成员）》（专业基础课程）
《光通信工程前沿技术及行业标准（主讲）》（全英文，天大华为智能基座产教融合课程）
科研项目：
(1) 产教学研项目，人工智能方向，项目负责人
(2) 国家重点研发计划项目，智能磁共振医疗方向，子课题负责人
(3) 天津大学科技创新领军人才培育启明计划项目，智能磁共振医疗方向，项目负责人
(4) 国家自然科学基金青年项目，光学超表面方向，项目负责人
(5) 东南大学毫米波国家重点实验室开放课题，太赫兹方向，项目负责人
(6) 产教学研项目，光电超表面方向，项目负责人
(7) 中国博士后国际交流计划引进项目，超快光子学方向，项目负责人
(8) 中国博士后科学基金面上资助项目，光学超表面方向，项目负责人
(9) 天津大学自主创新基金，B5G移动通讯方向，项目负责人
(10) 国家留学基金委公派项目，非线性光学方向，项目负责人
(11) 伦敦大学学院院长奖项目，非线性光学方向，项目负责人
(12) 新加坡淡马锡基金，模型预测控制方向，项目负责人
(13) 国家重点研发计划“战略性科技创新合作”重点专项，B5G移动通讯方向，项目骨干
(14) 欧盟研究委员会（ERC）项目，非线性光学方向，参与成员
(15) 国家自然科学基金面上项目，光电传感器方向，参与成员
(16) 国家自然科学基金面上项目，人工智能方向，参与成员
教学项目：
(17) 2024.01-2024.12 基于AI+生态的电磁场课程项目式教学改革探索，新工科项目式教改项目负责人
(18) 2024.01-2024.12天津大学—华为“智能基座”产教融合协同育人基地（联接领域）项目负责人
(19) 2024.01-2024.12 “学以致用”——教学思政引领的智能电磁场项目式课程建设，课程思政建设项目负责人
(20) 2024.01-2024.12 《电磁场理论》课程的智慧赋能建设，项目负责人
(21) 2023.01-2023.12 新工科教学改革“基础知识贯通的通信工程专业核心课程体系建设”项目，电磁场模块负责人
教学论文：
(22) 产教学研融合背景下的智能电磁场项目式课程探索，国家级，2024
社会服务：
(1) 2024天大自动化学院 智创未来科学体验项目讲座
(2) 2024南开（中学）校友会——百家讲坛首席讲师
(3) 2025国家一级图书馆——天津泰达公益课主讲人
学术工作：
(1) 中科院量子电子学报编委
(2) cMat主任委员（候任）
(3) iMeta青年编委（IF:33.4）
(4) Frontiers in Nanotechnology副主编（IF:4.1）
(5) Journal of Computer Science and Electrical Engineering副主编
(6) Frontiers in Physics主题编辑（IF:3.718）
(7) Moore and More青年编委（中国科技期刊卓越行动计划高起点新刊）
(8) 国际电磁会议PIERS2023太赫兹与红外超材料分会主席
(9) 国际电磁会议PIERS2024深度学习电磁技术分会主席
(10) IEEE MTT-S NEMO 2025国际会议分会主席
(11) 微波和毫米波技术国际会议（ICMMT 2025）技术委员会评审
(12) 中国国际经济技术合作促进会标准化工作委员会专家
(13) 中国光学学会高级会员
(14) 中国人工智能学会会员
(15) 中国电子学会会员
(16) Optics Letters, Optics Express, Optical Materials Express, Journal of the Optical Society of America B, Scientific Reports, IEEE Access, International Journal of Sensors, Wireless Communications and Control, Applied Optics, Current Bioinformatics, CURRENT MEDICAL IMAGING，RECENT ADVANCES IN COMPUTER SCIENCE AND COMMUNICATIONS，Journal of Computational Electronics,《计算机科学》《量子电子学报》等国际期刊审稿人
学术论著：
(1) Ming Fang, Qun Ren, Jian Wei You, Zhihao Lan, Zhixiang Huang and Wei E. I. Sha, Plasmon-enhanced Light-matter Interactions, Chapter: Advanced Applications of Nonlinear Plasmonics, Springer, ISBN 978-3-030-87543-5.
(2) Wei E. I. Sha and Qun Ren, New Advances on Maxwell’s Equations and Applications, Chapter: Quantum Effects in Maxwell’s Equations, Springer Nature, ISBN 978-3-031-75785-3.
(3) 麦克斯韦方程新拓展和应用，第二章麦克斯韦方程量子化，科学出版社，2025
学术论文：
1) Reconfigurable modular origami for tunable 2D symmetry groups，submitted (2025).
2) Terahertz Microfluidic Metasensors for Precise Determination of Organic Aqueous Solutions Based on Wavelet-Assisted Convolutional Neural Networks，submitted (2025).
3) Optical vortices induced by quasi-continuum bound states，submitted (2024).
4) Programmable metamaterial brain based on dual hybrid BIC for terahertz anti-interference, submitted (2024).
5) Conformal MRI decoupling isolator inspired by omnidirectional polarization conversion of ultrahigh-Q metamaterial, submitted (2024).
6) Conformal MRI decoupling isolator inspired by omnidirectional polarization conversion of ultrahigh-Q metamaterial, submitted (2024).
7) L. He, Z. Lan, J. Yao, Q. Ren, J. W. You, Wei E. I. Sha, and L. Wu, Transport of topological large-area hybrid waveguide states in magnetic photonic crystals, submitted (2024).
8) Q. Ren, S. Jia, et al. Integrated plasmonic ruler using terahertz multi-BIC metasurface for digital biosensing. Moore. More 2, 5 (2025).
9) Qun Ren, Yongjing Dang, XiuYu Wang, Huang hao, Yuxin Lang, yongshan Liang, Dening Fan, Jianan Zhang, Jian Wei You, and Yanwei Pang, Phantom-metasurface cooperative system trained by deep learning network driven by bound state for magnetic-resonance-enhanced system, Optics Letters 50, 1723-1726 (2025).
10) Hao Li, Jia Nan Zhang, Ming Rui Su, Yunping Qi, Qun Ren, Jian Wei You and Yanwei Pang, All-dielectric metasurfaces: generating optical vortices through quasi-bound states in the continuum and thermal tunability, Journal of Physics D: Applied Physics, 58 (2025) 145001
11) Liu He, Yuting Yang, Qun Ren, Xiuyu Wang, Liang Wu & Jianquan Yao, Achievement splitting for one-way helical edge states in phase modulation by using gyromagnetic photonic crystals, Scientific Reports 14, 17253 (2024).
12) Xiuyu Wang, Xiaoman Wang, Qun Ren, Kaiwen Zou, Boxiang Yang, Zhihao Lan, Liu He, Jianwei You, Liu He, Wei E. I. Sha and Jianquan Yao, Realization of secure robotic brain via programmable metasurface with robust high-order BIC, Advanced Optical Materials, 12(33), 2401611 (2024).
13) L. He, Q. Ren, Z. Lan, Wei E. I. Sha, J. W. You, Y. Zhang, and J. Yao, Reprogrammable location of light source for achieving tunable multi-switching of unidirectional helical edge states in topological photonic crystals, Optics Communications, 566, 130718 (2024).
14) L. He, Z. Lan, Y. Yang, Q. Ren, J. W. You, Wei E. I. Sha, L. Wu, and J. Yao, “Wavelength division multiplexing based on coupling effect of helical edge states in two-dimensional dielectric photonic crystals,” Optics Express 32, 11259-11270 (2024).
15) Q. Ren, Y. Lang, Y. Jia, X. Xiao, Y. Liu, X. Kong, R. Jin, Y. He, J. Zhang, J. You, Wei E. I. Sha, and Y. Pang, “High-Q metasurface signal isolator for 1.5T surface coil magnetic resonance imaging on the go,” Optics Express 32, 8751-8762 (2024).
16) L. He, Z. Lan, B. Yang, J. Yao, Q. Ren, J. W. You, Wei E. I. Sha, Y. Yang, and L. Wu, “Experimental observation of topological large-area pseudospin-momentum locking waveguide states with exceptional robustness,” Advanced Photonics Nexus 3, 016009 (2024).
17) X. Wang, X. Wang, Z. Yao, G. Guo, Y. Jia, Y. He, R. Jin, J. You, Q. Ren, Q. Xu, Wei E. I. Sha, and Y. Pang, “Digital imaging through terahertz multifrequency programmable metasurface based on BIC,” Optical Materials 143, 114154 (2023).
18) X. Wang, X. Wang, J. Xin, J. Li, Q. Ren, H. Cai, Y. Lang, Z. Lan, Y. Jia, R. Jin, Y. He, J. W. You, Wei E.I. Sha, and Y. Pang, “Tailoring the bound states in the multi-channel nonlinear plasmonic metasurfaces,” Optics Communications 549, 129834 (2023).
19) L. He, Q. Ren, Z. Lan, Wei E. I. Sha, J. W. You, Y. Zhang, and J. Yao, “Coexistence of slow light states and valley-polarized kink states in all-dielectric valley photonic crystals with triangular lattice,” Optics and Laser Technology 167, 109790 (2023).
20) X. Wang, T. Wang, Q. Ren, J. Xu, and Y. Cui, “Construction of localized state levels and near-infrared light absorption of silicon: B/P doping and first-principles calculations,” Micro and Nanostructures 184, 207695 (2023).
21) X. Wang, X. Wang, Q. Ren, H. Cai, J. Xin, Y. Lang, X. Xiao, Z. Lan, J. W. You, and Wei E. I. Sha, “Temperature-controlled Optical Switch Metasurface with Large Local Field Enhancement Based On FW-BIC,” Front. Nanotechnol. 5.1112100 (2023).
22) X. Wang, X. Wang, Q. Ren, H. Cai, J. Xin, Y. Lang, X. Xiao, Z. Lan, J. W. You, and Wei E. I. Sha, “Polarization Multiplexing Multichannel High-Q Terahertz Sensing System,” Front. Nanotechnol. 5.1112346 (2023).
23) C. Liu, X. Wang, Q. Ren, Z. Yang, Y. Cui, and J. Xu, “Enhanced UV detection of ZnSnO3 hollow spheres: Dark current inhibition from excitons and homostructures based on excitation of oxygen vacancies,” Ceramics International 49, 14459-14469 (2023).
24) L. He, Q. Ren, Z. Lan, Wei E. I. Sha, J. W. You, Y. Zhang, and J. Yao, “Steering of One-Way Large-Area Waveguide Modes in Topological Heterostructures with Gyromagnetic Photonic Crystals,” Optik 272, 170323 (2023).
25) L. He, Q. Ren, Y. Zhang, and J. Yao, “Manipulation for One-way Large-Area Helical Waveguide States in Topological Heterostructure,” Optical Materials 135, 113320 (2023).
26) S. Chen, Q. Ren, K. Zhang, Wei E. I. Sha, T. Hao, W. Wang, H. Xu, J. Zhao, and Y. Li, “A highly sensitive and flexible photonic-crystal oxygen sensor,” Sensors and Actuators B: Chemical 355, 131326 (2022).
27) X. Wang, B. Leng, Q. Ren, Z. Yang, J. Xin, and X. Wang, “Formation and dissociation of excitons in La3+-doped BaSnO3 and improvement of ethanol sensitivity: Heating, nano-CdSnO3 decoration and UV illumination,” Journal of Alloys and Compounds 926, 166812 (2022).
28) X. Wang, J. Xin, Q. Ren, H. Cai, J. Han, C. Tian, P. Zhang, L. Jiang, Z. Lan, J. W. You, and Wei E. I. Sha, “Plasmon hybridization stimulated by quasi bound state in the continuum of graphene metasurfaces oriented for high-accuracy polarization-insensitive two-dimensional sensors,” Chinese Optics Letters 20, 042201 (2022).
29) X. Lai, Q. Ren, F. Vogelbacher, Wei E. I. Sha, X. Hou, Y. Song, and M. Li, “Bioinspired Quasi-3D Multiplexed Anti-counterfeit imaging via Self-assembled and Nanoimprinted Photonic Architectures,” Advanced Materials, 34, 2107243 (2022).
30) X. Wang, J. Ma, Q. Ren, M. Wang, Z. Yang, and J. Xin, “Effects of Fe3+-doping and nano-TiO2/WO3 decoration on the ultraviolet absorption and gas-sensing properties of ZnSnO3 solid particles,” Sensors and Actuators B: Chemical 344, 130223 (2021).
31) Q. Zhang, D. Liu, Q. Ren, N. C. Panoiu, L. Lin, J. Ye, Y. Huang, S. Liu, C. W. Leung and D. Lei, “Probing electron transport in plasmonic molecular junctions with two-photon luminescence spectroscopy,” Nanophotonics 10, 2467–2479 (2021).
32) Q. Ren, F. Feng, X. Yao, Q. Xu, M. Xin, Z. Lan, J. W. You, X. Xiao, and Wei E. I. Sha, “Multiplexing-oriented plasmon-MoS2 hybrid metasurfaces driven by nonlinear quasi bound states in the continuum,” Optics Express 29, 5384-5396 (2021).
33) T. Wang, Q. Ren, K. Şafak, F. X. Kärtner, and Ming Xin, “Attosecond-precision balanced linear-optics timing detector,” Optics Express 29, 38140-38149 (2021).
34) Z. Lan, J. W. You, Q. Ren, Wei E. I. Sha, and N. C. Panoiu, “Second-harmonic generation via double topological valley-Hall kink modes in all-dielectric photonic crystals,” Physical Review A 103, 4 (2021).
35) S. Yu, X. Li, L. Zhao, M. Wu, Q. Ren, B. Gong, L Li, and H. Shi, “Simultaneously improved Conductivity and Adhesion of Flexible Ag NW Networks Via Hot Lamination Process,” Synthetic Metals 267, 116475 (2020).
36) Q. Ren, J. W. You, and N. C. Panoiu, “Comparison between the linear and nonlinear homogenization of graphene and silicon metasurfaces,” IEEE Access 8, 175753-175764 (2020).
37) Q. Ren, J. W. You and N. C. Panoiu, “Large enhancement of the effective second-order nonlinearity in graphene metasurfaces,” Physical Review B 99, 205404 (2019).
38) Q. Ren, J. W. You and N. C. Panoiu, “Giant enhancement of the effective Raman susceptibility in metasurfaces made of silicon photonic crystal nanocavities,” Optics Express 26, 30383-30392 (2018).
39) L. Li, H. Cai, Q. Ren, H. Sun and Z. Gao, “Microstructure and microwave dielectric characteristics of ZnTi (Nb1-xSbx)2O8 ceramics,” Ceramics International 40, 12213–12217 (2014).
40) L. Li, Z. Gao, Q. Ren, H. Cai and S. Li, “Effect of Zn-excess on sintering behavior and microwave dielectric properties in Mg0.97Zn0.03TiO3 ceramics,” Journal of Alloys and Compounds 617, 841–844 (2014).
41) Qun Ren; Dang Y; Zhang Z Magnetic resonance-driven deep learning of electromagnetic metamaterials, Optics in Health Care and Biomedical Optics XIV. SPIE, 2024, 2024 (13242): 123-127
42) Q. Ren, Y. Dang, R. Jin, X. Liu, Y. Pang, Design of MRI metamaterials based on deep learning, 13242-42, SPIE 13242-42, 2024.
43) Decoupling isolator inspired by conformal metasurface for significant MRI enhancement, CIO24-7, 2024.
44) 基于连续域束缚态的共形电磁超表面隔离器--用于便携式医疗磁共振成像，第三届中国超材料大会，浙江，乌镇互联网国际会展中心，5.9-5.12，2024
45) 基于残差神经网络的全波段电磁超材料智能设计与调控，第三届中国超材料大会，乌镇，浙江，乌镇互联网国际会展中心，5.9-5.12，2024
46) Ren Qun, Lang Yuxin, Jia Sheng, Liang Yongshan, Ren Haoyang Sha Wei E.I. Conformal metamaterial isolator for 1.5T MRl system, The 14th International Symposium on Antennas, Propagation and EM Theory, IEEE 2024.
47) Ren Qun, Wang Xiaoman, Liang Yongshan, Zhang Luxing, Wang Xiuyu, Security device based on terahertz metasurface with robust high-order BlC, The 14th International Symposium on Antennas, Propagation and EM Theory, IEEE 2024.
48) Qun Ren, Yongjing Dang, Xiaoyue Wu, Keck-Voon Ling, Wei E. I. Sha, Yanwei Pang, Design and manipulation of electromagnetic metasurface based on bidirectional deep neural network， DOI: 10.1109/ISAPE62431.2024.10841319
49) Y. Dang, Y. Zheng, Q. Ren, X. Xiao, Y. He, and Y. Pang, “In-series Deep Learning Techniques for Magnetic Resonance Imaging (MRI) Computation Electromagnetics”, PIERS, 21-25 April, Chengdu, China (2024).
50) [Invited] Y. Lang, Q. Ren, X. Xiao, Y. He, and Y. Pang, “E-type Resonator Metasurface Based on BIC for Controllable Multi-band Filtering”, PIERS, 21-25 April, Chengdu, China (2024).
51) BIC-based breaking symmetry E-type resonator, 2024 International Applied Computational Electromagnetics Society Symposium, (ACES-China 2024)
52) [Invited] Qun Ren, Xiaoman Wang, Xiuyu Wang, Fangmiao Wang, Yongiing Dang, Jianwei You, and Wei E. I. Sha, Higher order BIC of metasurface excited by magnetic EIT, 2024 International Applied Computational Electromagnetics Society Symposium, (ACES-China 2024). 8月16-19日
53) [Invited] Q. Ren, J. W. You and N. C. Panoiu, “Large Enhancement of effective Raman susceptibility of a metasurface made of silicon photonic crystal cavities,” PIERS, 1-4 August, Toyama, Japan (2018).
54) Q. Ren, J. W. You and N. C. Panoiu, “Enhanced optical nonlinearity of metasurfaces made of patterned graphene nanoribbons,” Advanced Photonics, 2-5 July, ETH Zurich, Switzerland (2018).
55) Q. Ren, J. W. You and N. C. Panoiu, “Enhancement of effective second- and third-order optical nonlinearities of graphene-based metasurfaces,” 3-6 September, Photon 2018, Birmingham, UK (2018).
56) V. M. F. Laguna, Q. Ren and N. C. Panoiu, “Pulsed dynamics in a system of coupled silicon photonic crystal cavity-waveguide nanostructures,” 11 - 15 August, SPIE Optics + Photonics, San Diego, California, United States (2019).
57) V. M. F. Laguna, Q. Ren and N. C. Panoiu, “Optical Pulse Dynamics in a Silicon Photonic Crystal Waveguide Coupled with a set of Photonic Crystal Optical Cavities,” International Workshop on Optical Wave & Waveguide Theory and Numerical Modelling, 10-11 May, Málaga, Spain (2019).
58) J. W. You, Q. Ren, and N. C. Panoiu, “Strongly Enhanced Second- and Third-harmonic Generation in Graphene Metasurfaces,” 19th IEEE International Conference on Nanotechnology, 22-26 July, Parisian Macao, Macau, China (2019).
59) A Terahertz High-intensity Temperature-switching Plasmonic Metasurface Based on FW-BIC, PIERS, Prague, Czech, 2023.
60) Manipulation of the Nonlinear Plasmonic Bound State in the Continuum of Metasurfaces, PIERS, Prague, Czech, 2023.
61) 超构表面非线性连续域束缚态，第二十一届全国基础光学与光物理学术讨论会，2023
62) 基于连续域束缚态的非线性光学超表面多路定向调控，第三届全国光子技术论坛（GZLT2023）
63) A terahertz high-intensity-field temperature-switching plasmonic metasurface based on FW-BIC, The 14th International Conference on Information Optics and Photonics (CIOP2023)
64) [Invited] Q. Ren and Wei E. I. Sha, Bound states in the continuum of metamaterials, CMMC, Nanjing, China, 2023.
65) 基于连续域束缚态的非线性光学超表面多路定向调控，第二十五届全国激光学术会议（Laser2022）
66) 高精度光学定时探测技术及其应用研究，[J]. 计测技术. 2022 (05)
67) T. Wang, Q. Ren, K. Şafak, F. X. Kärtner, and M. Xin, “An attosecond-precision balanced linear timing detector,” Conference on Lasers & Electro-Optics (CLEO), STh1C.4 (2021).
68) M. Li, T. Wang, Y. Zhang, Q. Ren, and M. Xin, “A compact 90-degree bending waveguide constructed using an intelligent inverse design algorithm,” Conference on Lasers & Electro-Optics (CLEO), JW2A.110 (2023).
69) Q. Ren and Jian Wei You, Manipulation of the nonlinear plasmonic bound state in the continuum of metasurfaces with a quantum oscillator, PIERS, Hangzhou, China, 2021.
70) Q. Ren and Jiaqi Han, Linear and Nonlinear Homogenization of plasmonic and all-dielectric Metasurfaces, PIERS, Hangzhou, China, 2021.
71) Q. Ren, D. Zs. Manrique and N. C. Panoiu, “Design of two-mode quantum waveguide made of silicon photonic crystal nanocavities,” Barlow Memorial Lecture, Department of Electronic and Electrical Engineering, UCL, London, UK (2017).
72) Q. Ren, J. W. You and N. C. Panoiu, “Homogenization of Si-based and graphene-based metasurfaces,” Barlow Memorial Lecture, Department of Electronic and Electrical Engineering, UCL, London, UK (2018).
发明专利：
(1) 低压光电倍增式微光CMOS图像传感器像素单元
(2) 基于三角晶格拓扑光子晶体大宽度波导波分复用分束器
(3) 一种基于超材料、表面线圈和去耦超表面的磁场增强器
(4) 一种智能超材料结构
(5) 高量子效率宽光谱吸收CIS新型像素设计和工艺实现方法
(6) 基于CMOS图像传感器应用的宽光谱吸收光电二极管设计
(7) 一种基于三角晶格谷光子晶体的慢光波导态
(8) 一种基于三角晶格拓扑谷光子晶体的双能带谷霍尔偏振扭态波导
(9) 面向B5G通信的多通道可调控非线性电磁超构表面构建方法
(10) 一种基于多通道调控非线性超表面的滤波器结构
(11) 一种基于超构表面连续域束缚态的非线性响应调控方法
(12) 一种面向高度集成化的拉曼高阶拓扑激光源的设计方法
软件著作权：
(13) 基于COMSOL with MATLAB的光波段低损耗模型BIC求解软件
主要奖励及荣誉：
(1) 2025：天津大学第五届教师教学创新大赛二等奖
(2) 2024：天津大学电气自动化与信息工程学院新工科项目式课程优秀案例优秀奖
(3) 2024：天津大学-华为“智能基座”产教融合协同育人基地（联接领域）奖教金
(4) 2024：国际应用计算电磁大会（ACES）青年女科学家荣誉提名奖
(5) 2024：天津大学本科毕业设计优秀指导教师
(6) 2023：天津高校第十七届青年教师教学竞赛选拔赛三等奖
(7) 2023：教育部——天津大学优质发展潜力青年导师
(8) 2023：天津大学科技创新领军人才培育“启明计划”
(9) 2020：教育部——国家海外引才专项计划
(10) 2015~2019：国家留学基金委公派直博
(11) 2015~2019：伦敦大学学院院长奖
(12) 2015：潍柴动力奖学金
(13) 2014：新加坡淡马锡基金会奖学金
(14) 2013：教育部——国家奖学金
(15) 2012：教育部——国家奖学金
(16) 2012：天津夏季达沃斯论坛优秀志愿者（筹备组）
