廖少林
中山大学
教授
博士生导师
中山大学“百人计划”领军人才
“AI-电磁波与光”交叉学科融合创新
研究方向
人工智能（AI）驱动的毫米波/太赫兹5G/6G超高速通信、自动驾驶/无人机导航激光雷达、毫米波/太赫兹雷达、光纤激光器及微纳光子学技术、涡旋角动量电磁学、电磁与光传感、无损检测（NDE/NDT）、超分辨率成像与倒转成像、大规模MIMO天线阵列模拟仿真设计与测量技术、快速计算电磁学算法、大数据与AI和超级计算机等
专家履历
廖少林教授于清华大学和美国威斯康星大学麦迪逊分校 (University of Wisconsin, Madison, UW-Madison) 分别获得材料科学与工程的学士和电子与计算机工程的博士。同时还获得了材料科学和电子工程的双硕士，均在UW-Madison取得。曾先后在纽约城市大学（City University of New York, CUNY）皇后学院（Queens College）的物理系和美国能源部的第一个国家实验室-阿贡国家实验室 (Argonne National Laboratory , ANL) 的工程物理部门进行了2任博士后的多学科交叉融合科研。并于2009年11月在CUNY被提升为兼职助理教授 (Adjunct Assistant Professor) 和2013年11月在 ANL 被提升为长聘电子工程师（Electrical Engineer）。2019年2月被聘任为美国芝加哥伊利诺伊理工大学（Illinois Institute of Technology, IIT）电子与计算机工程系教授 (Professor)。2021年2月，被中山大学“百人计划”引进为领军人才，教授和博士生导师。
学术成果
专利
1.基于压缩感知的图像信息无线传输方法，廖少林，中山大学，时间：2022，（受理）专利号CN202210208982.8，中国。
2.一种基于概率再生核函数的实体分类方法及系统，熊陈魁，邱艳珍，张创锋，廖少林，马争鸣，中山大学，时间：2022，（受理）专利号CN202210361230.5，中国。
3.Fiber Laser Microphones with Graphene Diaphragms，S. Liao and H.T. Chien，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2022，（授权）专利号：US20200059738A1，美国。
4.Compressive passive millimeter wave imager，N. Gopalsami, S. Liao, T. Elmer, E. Koehl, A. Heifetz and A. C. Raptis，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2015，（授权）专利号：US8941061B2，美国。
5.Interferometric millimeter wave and THz wave Doppler radar，Inventors: S. Liao, N. Gopalsami, S. Bakhtiari, A. C. Raptis and T. Elmer，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2015，（授权）专利号：US9103904B2，美国。
6.Radar detection of radiation-induced ionization in air，N. Gopalsami, A. Heifetz, H.T. Chien, S. Liao, E. Koehl and A. C. Raptis，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2015，（授权）专利号：US9086487B2，美国。
2.一种基于概率再生核函数的实体分类方法及系统，熊陈魁，邱艳珍，张创锋，廖少林，马争鸣，中山大学，时间：2022，（受理）专利号CN202210361230.5，中国。
3.Fiber Laser Microphones with Graphene Diaphragms，S. Liao and H.T. Chien，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2022，（授权）专利号：US20200059738A1，美国。
4.Compressive passive millimeter wave imager，N. Gopalsami, S. Liao, T. Elmer, E. Koehl, A. Heifetz and A. C. Raptis，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2015，（授权）专利号：US8941061B2，美国。
5.Interferometric millimeter wave and THz wave Doppler radar，Inventors: S. Liao, N. Gopalsami, S. Bakhtiari, A. C. Raptis and T. Elmer，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2015，（授权）专利号：US9103904B2，美国。
6.Radar detection of radiation-induced ionization in air，N. Gopalsami, A. Heifetz, H.T. Chien, S. Liao, E. Koehl and A. C. Raptis，Argonne National Laboratory, US Department of Energy (美国能源部阿贡国家实验室)，时间：2015，（授权）专利号：US9086487B2，美国。
论文
1.L. Ou, J. Li, B. Liu, X. Li, Q. Ke, Z. Xu, S. Zhu, G. Qi and S. Liao*, “Computational Electromagnetics for Efficient Control Design of Massive MIMO and Beyond,” 2021 IEEE 21st International Conference on Communication Technology (ICCT), October 13-16, 2021, Tianjin, China. Preprint: DOI.org/10.1109/ICCT52962.2021.9658024.
2.S. Liao* and L. Ou, "An Electromagnetic Ping-Pong Algorithm for Planar Reflector Antennas of Arbitrary Shapes," IEEE Transactions on Antennas and Propagation, Vol. 70, Iss. 4, pp. 2855-2862, Preprint: DOI.org/10.1109/TAP.2021.3137164.
3.L. Ou, S. Liao*, Z. Qin, Y. Hong and D. Zhang, " FaceIDP: Face-IDentification Privacy under the Compressed Sensing Framework," submitted to IEEE Transactions on Dependable and Secure Computing, April 2021, Preprint: DOI.org/10.31224/osf.io/nqb2c.
4.L. Ou, S. Liao*, Z. Qin and H. Yin, “Millimeter Wave Wireless Hadamard Image Transmission for MIMO Enabled 5G and Beyond,” IEEE Wireless Communications, vol. 27, no. 6, pp. 134-139, Dec. 2020. DOI.org/10.1109/MWC.001.2000081.
5.S. Liao*, T. Wong and L. Ou, “Optimal Feedback-interferometric Fiber Laser Microphones,” Optics Letters, Optical Society of America (OSA), vol. 45, no. 2, pp. 423-426, 2020, DOI.org/10.1364/OL.384225.
6.S. Liao* and L. Ou, "High-Q Interstitial Square Coupled Microring Resonators Arrays," in IEEE Journal of Quantum Electronics, vol. 56, no. 4, pp. 1-8, Aug. 2020, Art no. 6500208, DOI.org/10.1109/JQE.2020.2989809.
7.S. Liao*, L. Ou and L. Xu, "Super-Resolution Ultrasound Lamb Wave NDE Imaging of Anisotropic Airplane Laminates via Deconvolutional Neural Network," IEEE Transactions on Instrumentation and Measurement, 2020, 70 (4500508 ), DOI.org/10.1109/TIM.2020.3016153.
8.L. Ou, Z. Qin*, S. Liao*, T. Li and D. Zhang, "Singular Spectrum Analysis for Local Differential Privacy of Classifications in the Smart Grid," in IEEE Internet of Things Journal, vol. 7, no. 6, pp. 5246-5255, June 2020, DOI.org/10.1109/JIOT.2020.2977220.
9.S. Liao* and L. Ou, “High-speed Millimeter-wave 5G/6G Image Transmission via Artificial Intelligence,” in 2020 IEEE Asia-Pacific Microwave Conference (APMC), Hong Kong, SAR, Dec. 2020, pp. 655-657, DOI.org/10.1109/APMC47863.2020.9331653.
10.S. Liao*, Z. Wang, L. Ou and Y. Peng, "A Harmonics Interferometric Doppler Sensor With a Neon Lamp Detector," in IEEE Sensors Journal, vol. 20, no. 10, pp. 5229-5236, 15 May 15, 2020, DOI.org/10.1109/JSEN.2020.2970055.
11.S. Liao*, Millimeter-wave Techniques: Theory, Algorithms and Methods, engrXiv, 2020, DOI.org/10.31224/osf.io/y8p9t.
12.M. Hajizadegan, M. Sakhdari, S. Liao and P. Chen*; High Sensitivity Wireless Displacement Sensing Enabled by PT-Symmetric Telemetry, IEEE Transactions on Antennas and Propagation, 2019, 67(5): 3445-3449. DOI.org/10.1109/TAP.2019.2905892.
13.S. Liao* and T. Wong, "Optimal Design of Feedback-Interferometric Fiber Laser Sensors," in IEEE Sensors Journal, vol. 19, no. 24, pp. 12016-12023, 15 Dec.15, 2019, DOI.org/10.1109/JSEN.2019.2936222.
14.Y. Peng and S. Liao*, "ZIM Laser: Zero-Index-Materials Laser," IEEE Journal on Multiscale and Multiphysics Computational Techniques, 2019, 4: 133-142, DOI.org/10.1109/JMMCT.2019.2905368.
15.N. Gopalsami*, S. Liao, T. W. Elmer, E. R. Koehl, A. Heifetz, A. C. Raptis, L. Spinoulas and A. K. Katsaggelos, "Passive millimeter-wave imaging with compressive sensing," Optical Engineering, SPIE, 2012, 51(9): 1-9, DOI.org/10.1117/1.OE.51.9.091614.
16.S. Liao, N. Gopalsami*, T. W. Elmer, E. R. Koehl, A. Heifetz, K. Avers, E. Dieckman and A. C. Raptis, "Passive Millimeter-Wave Dual-Polarization Imagers," IEEE Transactions on Instrumentation and Measurement, 2012, 61(7): 2042-2050, DOI.org/10.1109/TIM.2012.2183032.
17.S. Liao*, N. Gopalsami, A. Venugopal, A. Heifetz and A. C. Raptis, "An efficient iterative algorithm for computation of scattering from dielectric objects," Optics Express, Optical Society of America (OSA), 2011, 19(4): 3304-3315, DOI.org/10.1364/OE.19.003304.
18.S. Bakhtiari, S. Liao*, T. Elmer, N. Gopalsami and A. C. Raptis, “A Real-time Heart Rate Analysis for a Remote Millimeter Wave I-Q Sensor,” IEEE Transactions on Biomedical Engineering, vol. 58, no. 6, pp. 1839-45, Mar. 2011, DOI.org/10.1109/TBME.2011.2122335.
19.S. Liao and R. J. Vernon*, “A Fast Algorithm for Computation of Electromagnetic Wave Propagation in Half-space,” IEEE Trans. on Antennas and Propagation, vol. 57, no. 7, pp. 2068-2075, Jul. 2009, DOI.org/10.1109/TAP.2009.2021890.
2.S. Liao* and L. Ou, "An Electromagnetic Ping-Pong Algorithm for Planar Reflector Antennas of Arbitrary Shapes," IEEE Transactions on Antennas and Propagation, Vol. 70, Iss. 4, pp. 2855-2862, Preprint: DOI.org/10.1109/TAP.2021.3137164.
3.L. Ou, S. Liao*, Z. Qin, Y. Hong and D. Zhang, " FaceIDP: Face-IDentification Privacy under the Compressed Sensing Framework," submitted to IEEE Transactions on Dependable and Secure Computing, April 2021, Preprint: DOI.org/10.31224/osf.io/nqb2c.
4.L. Ou, S. Liao*, Z. Qin and H. Yin, “Millimeter Wave Wireless Hadamard Image Transmission for MIMO Enabled 5G and Beyond,” IEEE Wireless Communications, vol. 27, no. 6, pp. 134-139, Dec. 2020. DOI.org/10.1109/MWC.001.2000081.
5.S. Liao*, T. Wong and L. Ou, “Optimal Feedback-interferometric Fiber Laser Microphones,” Optics Letters, Optical Society of America (OSA), vol. 45, no. 2, pp. 423-426, 2020, DOI.org/10.1364/OL.384225.
6.S. Liao* and L. Ou, "High-Q Interstitial Square Coupled Microring Resonators Arrays," in IEEE Journal of Quantum Electronics, vol. 56, no. 4, pp. 1-8, Aug. 2020, Art no. 6500208, DOI.org/10.1109/JQE.2020.2989809.
7.S. Liao*, L. Ou and L. Xu, "Super-Resolution Ultrasound Lamb Wave NDE Imaging of Anisotropic Airplane Laminates via Deconvolutional Neural Network," IEEE Transactions on Instrumentation and Measurement, 2020, 70 (4500508 ), DOI.org/10.1109/TIM.2020.3016153.
8.L. Ou, Z. Qin*, S. Liao*, T. Li and D. Zhang, "Singular Spectrum Analysis for Local Differential Privacy of Classifications in the Smart Grid," in IEEE Internet of Things Journal, vol. 7, no. 6, pp. 5246-5255, June 2020, DOI.org/10.1109/JIOT.2020.2977220.
9.S. Liao* and L. Ou, “High-speed Millimeter-wave 5G/6G Image Transmission via Artificial Intelligence,” in 2020 IEEE Asia-Pacific Microwave Conference (APMC), Hong Kong, SAR, Dec. 2020, pp. 655-657, DOI.org/10.1109/APMC47863.2020.9331653.
10.S. Liao*, Z. Wang, L. Ou and Y. Peng, "A Harmonics Interferometric Doppler Sensor With a Neon Lamp Detector," in IEEE Sensors Journal, vol. 20, no. 10, pp. 5229-5236, 15 May 15, 2020, DOI.org/10.1109/JSEN.2020.2970055.
11.S. Liao*, Millimeter-wave Techniques: Theory, Algorithms and Methods, engrXiv, 2020, DOI.org/10.31224/osf.io/y8p9t.
12.M. Hajizadegan, M. Sakhdari, S. Liao and P. Chen*; High Sensitivity Wireless Displacement Sensing Enabled by PT-Symmetric Telemetry, IEEE Transactions on Antennas and Propagation, 2019, 67(5): 3445-3449. DOI.org/10.1109/TAP.2019.2905892.
13.S. Liao* and T. Wong, "Optimal Design of Feedback-Interferometric Fiber Laser Sensors," in IEEE Sensors Journal, vol. 19, no. 24, pp. 12016-12023, 15 Dec.15, 2019, DOI.org/10.1109/JSEN.2019.2936222.
14.Y. Peng and S. Liao*, "ZIM Laser: Zero-Index-Materials Laser," IEEE Journal on Multiscale and Multiphysics Computational Techniques, 2019, 4: 133-142, DOI.org/10.1109/JMMCT.2019.2905368.
15.N. Gopalsami*, S. Liao, T. W. Elmer, E. R. Koehl, A. Heifetz, A. C. Raptis, L. Spinoulas and A. K. Katsaggelos, "Passive millimeter-wave imaging with compressive sensing," Optical Engineering, SPIE, 2012, 51(9): 1-9, DOI.org/10.1117/1.OE.51.9.091614.
16.S. Liao, N. Gopalsami*, T. W. Elmer, E. R. Koehl, A. Heifetz, K. Avers, E. Dieckman and A. C. Raptis, "Passive Millimeter-Wave Dual-Polarization Imagers," IEEE Transactions on Instrumentation and Measurement, 2012, 61(7): 2042-2050, DOI.org/10.1109/TIM.2012.2183032.
17.S. Liao*, N. Gopalsami, A. Venugopal, A. Heifetz and A. C. Raptis, "An efficient iterative algorithm for computation of scattering from dielectric objects," Optics Express, Optical Society of America (OSA), 2011, 19(4): 3304-3315, DOI.org/10.1364/OE.19.003304.
18.S. Bakhtiari, S. Liao*, T. Elmer, N. Gopalsami and A. C. Raptis, “A Real-time Heart Rate Analysis for a Remote Millimeter Wave I-Q Sensor,” IEEE Transactions on Biomedical Engineering, vol. 58, no. 6, pp. 1839-45, Mar. 2011, DOI.org/10.1109/TBME.2011.2122335.
19.S. Liao and R. J. Vernon*, “A Fast Algorithm for Computation of Electromagnetic Wave Propagation in Half-space,” IEEE Trans. on Antennas and Propagation, vol. 57, no. 7, pp. 2068-2075, Jul. 2009, DOI.org/10.1109/TAP.2009.2021890.
项目
中山大学“百人计划”领军人才启动经费。
