Lin
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Lin SUN

I am now a lecturer at Soochow univerisity, Suzhou. My research interests include but not limited to multi-core fiber transmission, signal processing algorithm, FPGA development, etc. Before that, I was a postdoctoral fellow at The Hong Kong Polytechnic Univerisity (superviser: Prof. Chao Lu). Later, I joined Sun Yat-sen University (collaborator: Professor Zhaohui Li) for realzing Petabp level ultra-high capacity optical transmissions. I obtained my doctor degree in Shanghai Jiao Tong University in 2019 and the title of "Outstanding PhD student of State Key Laboratory", and my bachelor degree at Sichuan University in 2014.

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News

  • 10/2022, Master student Jiawang Xiao is awarded by the national scholarship, due to the proposal of an iterative-prunning algorthm for the applications of transfer learning in optical networking.
  • 09/2022, Lin is invited to give a talk about SDM modeling on 光学青年科学家论坛(9月16-19日).
  • 08/2021, The work of submarine cable modeling is highlighed by 光学学报.
  • Research

    I'm interested in devleoping efficient models for computer vision (e.g. classification, detection, and super-resolution) using pruning, quantization, distilaltion, NAS, etc.

    Published Papers:

    1. Optimizations and investigations for transfer learning of iteratively pruned neural network equalizers for data center networking
      Xiao, Jiawang and Sun, Lin and Liu, Caoyang and Liu, Gordon Ning
      Optics Express 2022 | paper

    2. Mitigating the inter-core crosstalk of multicore fiber transmission by orthogonal filtering
      Sun, Lin and Liu, Gordon Ning and Cai, Yi and Du, Jiangbing and He, Zuyuan and Li, Zhaohui and Lu, Chao and Shen, Gangxiang
      IEEE Photonics Technology Letters 2022 | paper

    3. Complex-valued decision feedback equalizer for optical IMDD signals with adaptive manipulations in time and amplitude domains
      Sun, Lin and Xiao, Jiawang and Cai, Yi and Shen, Gangxiang and Liu, Gordon Ning and Lu, Chao
      Optics Letters 2022 | paper

    4. Fastly converged transfer learning using neuron-pruning nonlinear equalizer for intra data center networking
      Xiao, Jiawang and Sun, Lin and Liu, Caoyang and Mao, Bangning and Liu, Gordon Ning
      2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC) 2022 | paper

    5. Low-complexity RNNE with multiple hidden layers for optical PAM-4 signals
      Liu, Caoyang and Sun, Lin and Xiao, Jiawang and Mao, Bangning and Liu, Gordon Ning
      2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC) 2022 | paper

    6. Enhanced Optical IMDD Communication Through Real-Time Sensing of MZM Bias Drift
      Sun, Lin and Cai, Yi and Zhang, Junwei and Shen, Gangxiang and Lu, Chao and Liu, Gordon Ningo
      2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC) 2022 | paper

    7. Low-latency and efficient retiming and equalizing scheme for a 112-Gbps bandwidth-limited optical PAM-4 system
      Sun, Lin and Xiao, Jiawang and Cai, Yi and Shen, Gangxiang and Liu, Gordon Ning and Lu, Chao
      Optics Express 2022 | paper

    8. C-band 120-Gb/s PAM-4 transmission over 50-km SSMF with improved weighted decision-feedback equalizer
      Zhang, Junwei and Wu, Xiong and Sun, Lin and Liu, Jie and Lau, Alan Pak Tao and Guo, Changjian and Yu, Siyuan and Lu, Chao
      Optics Express 2021 | paper

    9. Multi-symbol digital signal processing techniques for discrete eigenvalue transmissions based on nonlinear Fourier transform
      Zhou, Gai and Sun, Lin and Lu, Chao and Lau, Alan Pak Tao
      Journal of Lightwave Technology 2021 | paper

    10. Real-time channel conditional distribution tracking for intelligent decoding of optical IMDD signals
      Sun, Lin and Xu, Bingxin and Fan, Xinyu and Du, Jiangbing and He, Zuyuan and Lu, Chao
      Optics Letters 2021 | paper

    11. Hybrid coding and filtering technique for optical IM-DD link with robustness to multipath interference and bandwidth limitation
      Sun, Lin and Zhou, Gai and Fan, Qirui and Lau, Alan Pak Tao and Guo, Changjian and Lu, Chao
      IEEE Photonics Journal 2021 | paper

    12. Real-time channel conditional distribution tracking for intelligent decoding of optical IMDD signals
      Lin Sun, Bingxin Xu, Xinyu Fan, Jiangbing Du, Zuyuan He, and Chao Lu
      Optics Letters 2021 | paper

    13. Adaptive and intelligent digital signal processing for improved optical interconnection
      Lin, SUN and Jiangbing, DU and Feng, HUA and Ningfeng, TANG and Zuyuan, HE
      ZTE Communications 2020 | paper

    14. Low-latency and high-speed hollow-core fiber optical interconnection at 2-micron waveband
      Shen, Weihong and Du, Jiangbing and Sun, Lin and Wang, Chang and Zhu, Yuzhu and Xu, Ke and Chen, Baile and He, Zuyuan
      Journal of Lightwave Technology 2020 (* equal contribution) | paper

    15. Distortion-aware 2D soft decision for VCSEL-MMF optical PAM interconnection
      Sun, Lin and Du, Jiangbing and Zhang, Wenjia and Chi, Nan and Lu, Chao and He, Zuyua
      2020 Optical Fiber Communications Conference and Exhibition (OFC) 2020 | paper

    16. 100-Gbps 100-m hollow-core fiber optical interconnection at 2-micron waveband by PS-DMT
      Shen, Weihong and Du, Jiangbing and Sun, Lin and Wang, Chang and Xu, Ke and Chen, Baile and He, Zuyuan
      Optical Fiber Communication Conference 2020 | paper

    17. Intelligent 2-dimensional soft decision enabled by k-means clustering for VCSEL-based 112-Gbps PAM-4 and PAM-8 optical interconnection
      Sun, Lin and Du, Jiangbing and Liu, Jiacheng and Chen, Bin and Xu, Ke and Liu, Bo and Lu, Chao and He, Zuyuan
      Journal of Lightwave Technology 2019 (* equal contribution) | paper

    18. Probabilistically shaped 100G IM-DD optical interconnection
      Du, Jiangbing and Sun, Lin and He, Zuyuan
      2019 18th International Conference on Optical Communications and Networks (ICOCN) 2019 | paper

    19. QAM classification methods by SVM machine learning for improved optical interconnection
      Wang, Chang and Du, Jiangbing and Chen, Guoyao and Wang, Haoyang and Sun, Lin and Xu, Ke and Liu, Bo and He, Zuyuan
      Optics Communications 2019 | paper

    20. Single lane 90-Gbps optical interconnection at 2-micron waveband
      Shen, Weihong and Du, Jiangbing and Wang, Chang and Sun, Lin and Xu, Ke and He, Zuyuan
      2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC) 2019 | paper

    21. Enabling equalization and soft decision by k-Means for VCSEL-based PAM-4 optical interconnection
      Sun, Lin and Du, Jiangbing and Xu, Ke and Liu, Bo and He, Zuyuan
      IEEE Photonics Journal 2019 | paper

    22. Frequency-resolved adaptive probabilistic shaping for DMT-modulated IM-DD optical interconnects
      Sun, Lin and Du, Jiangbing and Wang, Chang and Li, Zhaohui and Xu, Ke and He, Zuyuan
      Optics express 2019 | paper

    23. Dyadic probabilistic shaping of PAM-4 and PAM-8 for cost-effective VCSEL-MMF optical interconnection
      Sun, Lin and Wang, Chang and Du, Jiangbing and Liang, Chenyu and Zhang, Wenjia and Xu, Ke and Zhang, Fan and He, Zuyuan
      IEEE Photonics Journal 2019 | paper

    24. K-means assisted soft decision of PAM4 to mitigate level nonlinearity and level-dependent noise for VCSEL-based 100-Gbps 100-m MMF optical interconnection
      Sun, Lin and Du, Jiangbing and Xu, Ke and Liu, Bo and He, Zuyuan
      Optical Fiber Communication Conference 2019 | paper

    25. SVM classification comparison for QAM modulated optical interconnection
      Wang, Chang and Chen, Guoyao and Wang, Haoyang and Sun, Lin and Du, Jiangbing and He, Zuyuan and Xu, Ke and Liu, Bo
      2018 Asia Communications and Photonics Conference (ACP) 2018 | paper

    26. Probabilistically shaped signaling and machine learning detection for optical interconnection
      Du, Jiangbing and Sun, Lin and Chen, Guoyao and Wang, Chang and He, Zuyuan
      2018 Asia Communications and Photonics Conference (ACP) 2018 | paper

    27. Machine learning detection for DMT modulated 112-Gbps VCSEL-MMF optical interconnection
      Wang, Chang and Chen, Guoyao and Wang, Haoyang and Sun, Lin and Du, Jiangbing and He, Zuyuan and Xu, Ke and Liu, Bo
      2018 Asia Communications and Photonics Conference (ACP) 2018 | paper

    28. Machine learning adaptive receiver for PAM-4 modulated optical interconnection based on silicon microring modulator
      Chen, Guoyao and Du, Jiangbing and Sun, Lin and Zheng, Lifang and Xu, Ke and Tsang, Hon Ki and Chen, Xia and Reed, Graham T and He, Zuyuan
      Journal of Lightwave Technology 2018 (* equal contribution) | paper

    29. Time skewing and amplitude nonlinearity mitigation by feedback equalization for 56 Gbps VCSEL-based PAM-4 links
      You, Yue and Zhang, Wenjia and Sun, Lin and Du, Jiangbing and Liang, Chenyu and Yang, Fan and He, Zuyuan
      Optics Communications 2018 | paper

    30. Nonlinear distortion mitigation by machine learning of SVM classification for PAM-4 and PAM-8 modulated optical interconnection
      Chen, Guoyao and Du, Jiangbing and Sun, Lin and Zhang, Wenjia and Xu, Ke and Chen, Xia and Reed, Graham T and He, Zuyuan
      Journal of Lightwave Technology 2017 | paper

    31. Probabilistic shaping for 56-Gbps PAM-4 signalling over 8-GHz-bandwidth VCSEL-modulated optical interconnection links
      Sun, Lin and Du, Jiangbing and Chen, Guoyao and He, Zuyuan
      Asia Communications and Photonics Conference 2017 | paper

    32. Machine-learning detector based on support vector machine for 122-Gbps multi-CAP optical communication system
      Sun, Lin and Du, Jiangbing and Chen, Guoyao and He, Zuyuan and Chen, Xia and Reed, Graham T
      2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC) 2017 | paper

    33. Machine learning assisted optical interconnection
      Du, Jiangbing and Sun, Lin and Chen, Guoyao and He, Zuyuan
      2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC) 2017 | paper

    34. Amplitude and time skew aware equalization of 100-Gb/s PAM4 signals at the transmitter side for VCSEL-based short reach optical interconnects
      You, Yue and Zhang, Wenjia and Sun, Lin and Du, Jiangbing and He, Zuyuan
      2017 Opto-Electronics and Communications Conference (OECC) and Photonics Global Conference (PGC) 2017 | paper

    35. Machine learning of SVM classification utilizing complete binary tree structure for PAM-4/8 optical interconnection
      Chen, Guoyao and Sun, Lin and Xu, Ke and Du, Jiangbing and He, Zuyuan
      2017 IEEE Optical Interconnects Conference (OI) 2017 | paper

    36. 45-Gbps 3D-CAP transmission over a 16-GHz bandwidth SSMF link assisted by Wiener filtering
      Sun, Lin and Du, Jiangbing and You, Yue and Liang, Chenyu and Zhang, Wenjia and Ma, Lin and He, Zuyuan
      Optics communications 2017 | paper

    37. Experimental demonstration of 4X80-Gbit/s PAM-4 transmission over 8-km SSMF using Wiener filter
      Liang, Chenyu and Zhang, Wenjia and Sun, Lin and You, Yue and Yang, Fan and Du, Jiangbing and He, Zuyuan Electronics Letters 2017 | paper

    38. Machine learning for nonlinearity mitigation in CAP modulated optical interconnect system by using K-nearest neighbour algorithm
      Sun, Lin and Du, Jiangbing and He, Zuyuan
      Asia Communications and Photonics Conference 2016 | paper

    39. Experimental demonstration of 100-Gbps optical PAM-4 transmission over 4-km SSMF using wiener filter
      You, Yue and Du, Jiangbing and Sun, Lin and Liang, Chenyu and Yang, Fan and Zhang, Wenjia and He, Zuyuan
      Asia Communications and Photonics Conference 2016 | paper

    40. 56-Gb/s PAM-4 Transmission Over 5-km SSMF Using Photonic Digital-to-analog Converter (PDAC) Based on Polarization Multiplexing
      Liang, Chenyu and Zhang, Wenjia and Sun, Lin and Du, Jiangbing and Ma, Lin and He, Zuyuan
      Asia Communications and Photonics Conference 2016 | paper

    41. Recent progresses of advanced CAP modulation for short reach optical interconnections
      Du, Jiangbing and Sun, Lin and Zhang, Wenjia and Ma, Lin and He, Zuyuan
      2016 IEEE Optoelectronics Global Conference (OGC) 2016 | paper

    42. Transmission of IM/DD signals at 2 μm wavelength using PAM and CAP
      Xu, Ke and Sun, Lin and Xie, Yongqiang and Song, Qinghai and Du, Jiangbing and He, Zuyuan
      IEEE photonics Journal 2016 | paper

    43. Multiband three-dimensional carrierless amplitude phase modulation for short reach optical communications
      Sun, Lin and Du, Jiangbing and He, Zuyuan
      Journal of Lightwave Technology 2016 | paper

    44. Experimental demonstration of 30-Gbit/s 3D-CAP modulation for short reach optical interconnection
      Sun, Lin and Du, Jiangbing and He, Zuyuan
      2016 IEEE Optical Interconnects Conference (OI) 2016 | paper

    45. High order SSB modulation and its application for advanced optical comb generation based on RFS
      Sun, Lin and Du, Jiangbing and Li, Lu and He, Zuyuan
      Optics Communications 2015 | paper

    46. Improving the spatial resolution of an OFDR based on recirculating frequency shifter
      Li, Jiaxiong and Du, Jiangbing and Wang, Shuai and Li, Lu and Sun, Lin and Fan, Xinyu and Liu, Qingwen and He, Zuyuan
      IEEE Photonics Journal 2015 (* equal contribution) | paper

    Highlight

  • Cover paper in Acta optica sinica.

  • Services

  • IEEE member.

  • IEEE JLT, Optica OE reviewer.

  • Awards

  • 2019, Awarded the title of "Excellent PhD student of State Key Laboratory"

  • 2014, Wu Yuzhang Honors Academy member

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