全时教师
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耿子涵

助理教授
学科领域:
邮箱: geng.zihan@sz.tsinghua.edu.cn
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办公地址:
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  • 个人简历BIOGRAPHY
  • 教育背景EDUCATION BACKGROUND

    2015-2018    Ph.D.   Monash University, Australia

    2013-2015    B.S.   Monash University, Australia

    2010-2012    B.S.   Central South University, China

  • 学术背景ACADEMIC BACKGROUND
  • 工作经历PROFESSIONAL EXPERIENCE

    2021-Present    Tsinghua-Berkeley Shenzhen Institute, Tsinghua University 

    2020-2021    Harbin Institute of Technology (Shenzhen)   

    2018-2020    HUAWEI Technologies Co., Ltd.  

  • 学术任职ACADEMIC APPOINTMENTS
  • 额外职务ADDITIONAL POSITIONS
  • 学术职务ACADEMIC APPOINTMENTS
  • 访问经历VISITING EXPERIENCE
  • 业界经历INDUSTRIAL EXPERIENCES
  • 学术兼职PROFESSIONAL AFFILIATIONS AND ACTIVITIES
  • 兼职情况AFFILIATIONS AND ACTIVITIES
  • 社会兼职SOCIAL APPOINTMENTS
  • 会议组织CONFERENCE ORGANIZATION
  • 实习INTERNSHIP
  • 研究RESEARCH
  • 研究及教学领域RESEARCH AND TEACHING AREAS
  • 研究领域及专长RESEARCH INTEREST AND EXPERTISE

    Computational Holography & 3D Display

    Computational Photography & 3D Imaging

    Optical AI Accelerator & Photonic Integrated Circuit

    Inter-satellite Free-space Optical Communications

  • 研究课题RESEARCH TOPIC
  • 研究项目RESEARCH PROJECTS
  • 研究成果RESEARCH RESULTS
  • 科研经历RESEARCH EXPERIENCE
  • 研究经费RESEARCH GRANTS
  • 荣誉和奖项HONORS & AWARDS
  • 专业服务PROFESSIONAL SERVICE
  • 学术服务ACADEMIC APPOINTMENTS
  • 高校服务UNIVERSITY SERVICE
  • 语言LANGUAGE
  • 教学TEACHING
  • 课程COURSES
  • 硕士生&博士生指导MASTER'S & PHD ADVISING
  • 学术成果ACADEMIC ACHIEVEMENTS
  • 成就(包括出版物、专利、特邀报告、演讲等)ACHIEVEMENTS (INCL. PUBLICATIONS,PATENTS, INVITED TALKS, LECTURES, ETC.)
  • 出版物与专利PUBLICATIONS & PATENTS

    1. Real-time moving object 3-D single-pixel tracking with the geometric moment; Huan Zhang, Zonghao Liu, Mi Zhou, Zibang Zhang, Zihan Geng* (Submitted to Optics Letters)

    2. Image-free Single-pixel Keypoints Detection for Privacy-Preserving Human Pose EstimationAlenksander Tsoy, Zonghao Liu, Huan Zhang, Mi Zhou, Hongya Geng, Jiang Kui, Xin Yuan, Zihan Geng* (Submitted to Optics Letters)

    3. Mixed-precision Quantization for Real-time and Computation-efficient Hologram Generation; Zhilin LiMi ZhouYiran WeiShuming JiaoJiang KuiShuFeng LinZhi WangKe FangZihan Geng*(Submitted to Opto-electronic Advances )

    4. Bayesian neural networks for uncertainty evaluation in computer-generated holography; Yuzhe Chen, Mi Zhou, Mengen Luo, Ercan Kuruoglu*, Zihan Geng* (Submitted to Applied Optics)

    5. A Wireless Integrated System with Hybrid Embedded Sensing for the Continuous Monitoring of Bird Flight; S Mu, HN Chow, M Zhou, R Zhao, KC Lei, Z Geng, Y Han, W Ding* , Adjunct Proceedings of the 2023 ACM International Joint Conference on Pervasive and Ubiquitous Computing & the 2023 ACM International Symposium on Wearable Computing

    6. Adaptive Super-Resolution Networks for Single-Pixel Imaging at Ultra-Low Sampling Rates; Zonghao Liu, Huan Zhang, Mi Zhou, Shuming Jiao, Xiao-Ping Zhang, Zihan Geng* (Submitted to Optics and Laser Technology)

    7. Point Spread Function-Inspired Deformable Convolutional Network for Holographic Displays; Mi Zhou, Shuming Jiao, Praneeth Chakravarthula, Yang Yue, Ping Su, Ercan Engin Kuruoğlu, and Zihan Geng*(Submitted to Optics and Laser Technology)

    8. End-to-End Compression-Aware Computer-Generated Holography; Mi Zhou, Hao Zhang, Shuming Jiao, Praneeth Chakravarthula and Zihan Geng*(Submitted to Optica)

    9. 专利:一种海上目标近距离实时位姿监测方法;耿子涵、敏杰、任政儒、丁文伯、张晓平。(已受理)

    10. 专利:一种基于单像素成像的3D物体追踪方法;耿子涵、张欢、刘宗昊、黄宇龙。(已受理)

    11. 专利:一种基于波长模式复用的光学卷积神经网络计算架构;耿子涵,黄宇龙,顾佳伟,张欢,刘宗昊。(已受理)

    12. Multi-opening Object Identification Using Joint Image Enhancement, Filtering and Segmentation. IEEE Transactions on Image Processing (Accepted) 2023

    13. Shengqi Sun, Lan Wu, Zihan Geng, Perry Shum, Xingyi Ma, Jiawei Wang, “Refractometric imaging and biodetection empowered by nanophotonics,” Laser & Photonics Reviews, https://doi.org/10.1002/lpor.202200814

    14. GAN-SRSPI: Super-resolution single-pixel imaging using generative adversarial network. Computational Imaging Conference 2022

    15. Ultra-efficient single-pixel tracking and imaging of fast-moving objects based on geometric moment Computational Imaging Conference 2022 最佳学生论文奖

    16. Yiwen Zhang, Yang Yue, Zihan Geng, etc. Wedge Angle and Direction Detection of Multi-opening Object Using Deep Learning, Imaging and Applied Optics Congress, ITu5E, (2022) 大会报告

    17. Simei Mao, Lirong Cheng, Faisal Nadeem Khan, Zihan Geng, Qian Li, and Hongyan Fu*, “Inverse Design of High-Dimensional Nanostructured 2*2 Optical Processors Based On Deep Convolutional Neural Networks,” Journal of Lightwave Technology, 40(9), 2022.

    18. 专利“光子滤波装置及光子滤波系统” ,耿子涵,刘宗昊,王嘉威 (已受理) 2022

    19. 专利“一种对于聚合物受环境影响下微观形态变化的检测系统及方法”,王嘉威,孙晟祺,孙云旭 ,耿子涵 (已受理) 2022

    20. Z. Geng, D. Kong, B. Corcoran, P. Guan, F. D. Ros, E. P. d. Silva, L. K. Oxenlwe, A. J. Lowery, “All-optical OFDM demultiplexing with optical Fourier transform and matched sampling,” Opt. Lett. 44 (2), 443 (2019). JCR一区

    21. Z. Geng, B. Corcoran, C. Zhu, and A. Lowery, “Time-lenses for time-division multiplexing of optical OFDM channels,” Opt. Express 23, 29788-29801 (2015). JCR一区

    22. Z. Geng, D. Kong, A. Lowery, etc., “Optical pre-sampling enhanced direct-detection of the Nyquist signal in a bandwidth limited receiver,” Opt. Express (2019). JCR一区

    23. Z. Geng, Y. Xie, M. Burla, C. G. H. Roeloffzen, M. Hoekman, L. Zhuang, A. J. Lowery, “Photonic integrated circuit implementation of a sub-GHz-selectivity frequency comb filter for optical clock multiplication,” Opt. Express 25 (22), 27635-27645 (2018). JCR一区

    24. Z. Geng, L. Zhuang, etc., “Full C-band Nyquist-WDM Interleaver Chip,” in Optical Networking and Communication Conference (OFC), Los Angeles, M2J.6 (2017).顶会Oral

    25. Z. Geng, B. Corcoran, A. Boes, A. Mitchell, L. Zhuang and A. J. Lowery, “Mitigation of Electrical Bandwidth Limitations using Optical Pre-Sampling,” in Optical Networking and Communication Conference (OFC), Los Angeles, U.S., pp. Tu2I.4 (2017).顶会Oral

    26. Z. Geng, B. Corcoran, D. Kong, and A. Lowery, “Noise Suppression based on All-optical Temporal Integrator,” in CLEO: Science and Innovations, pp. SM1C.2 (2018).顶会Oral

    27. Z. Geng, C. Zhu, B. Corcoran, A. Boes, A. Mitchell, J. Hart, and A. Lowery, “WDM Wavelength Quantizer,” in Communications and Photonics Conference, Wuhan, China, pp. AF3B.2 (2016). 顶会Best Student Paper Award

    28. D. Kong, Z. Geng, B. Foo, V. Rozental, B. Corcoran, and A. Lowery, “All-optical digital-to-analog converter based on cross-phase modulation with temporal integration,”Opt. Lett. 42(21), 4549-4552 (2018). JCR一区

    29. Y. Xie, Z. Geng, L. Zhuang, etc. “Programmable optical processor chips: toward photonic RF filters with DSP-level flexibility and MHz-band selectivity,” Nanophotonics 7(2), 421-454 (2018). JCR一区

    30. Y. Xie, Z. Geng, D. Kong, L. Zhuang and A. J. Lowery, “Selectable-FSR 10-GHz Granularity WDM Superchannel Filter in a Reconfigurable Photonic Integrated Circuit,” J. Lightwave Technol., 36(13), 2619-2626 (2018). JCR一区

    31. B. Corcoran, Z. Geng, V. Rozental and A. Lowery, “Cyclic spectra for wavelength-routed optical networks,” Opt. Lett. 42, 1101-1104 (2017). JCR一区

    32. B. Corcoran, Z. Geng, V. Rozental, L. Zhuang, M. Lillieholm and A. J. Lowery, “Photonic-Chip-enabled 25 Tb/s optical superchannel using cyclic spectra,” in European Conference on Optical Communication (ECOC), Gothenburg, Sweden (2017). 顶会Oral

    33. L. Zhuang, C. Zhu, B. Corcoran, Z. Geng, B. Song and A. Lowery, “On-Chip Optical Sampling using an Integrated SOA-based Nonlinear Optical Loop Mirror,” in European Conference on Optical Communication (ECOC), Dusseldorf, Germany (2016). 顶会Poster

    34. Y. Xie, L. Zhuang, R. Broeke, Q. Wang, B. Song, Z. Geng, and A. J. Lowery, “Compact 4×5 Gb/s Silicon-on-Insulator OFDM Transmitter,” in Optical Networking and Communication Conference (OFC), Los Angeles, America, pp. W2A.9 (2017). 顶会Poster 

  • 报告与演讲TALKS & LECTURES
  • 活动ACTIVITIES
  • 毕业生ALUMNI
  • 学生和博士后STUDENTS AND POSTDOCS

    ADMISSION TOPIC AND DIRECTION OF Ph.D. STUDENT

    Artificial Intelligence for optical imaging, sensing and computing

  • 招生及博士后招聘OPENING