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Zhenming Yu

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Journal Articles

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2025
[j6]
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Kaixuan Sun, Zhenming Yu, Zhiquan Wan, Ning Wang, Weizhang Chen, Kezhi Qiao, Francesco Musumeci, Kun Xu:
ROADM-related soft failure localization and identification with data augmentation in optical networks. J. Opt. Commun. Netw. 17(11): 1006-1018 (2025)
[j5]
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Wei Zhang, Zhenming Yu, Hongyu Huang, Xiangyong Dong, Kaixuan Sun, Kun Xu:
Lightweight Joint Coding-Modulation Optical Fiber Communication System for Point Cloud. IEEE Trans. Commun. 73(3): 1938-1949 (2025)
2024
[j4]
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Xiangyong Dong, Zhenming Yu, Hongyu Huang, Kaixuan Sun, Kun Xu:
Low-resolution Kramers-Kronig detection system with error-feedback noise shaping. Sci. China Inf. Sci. 67(5) (2024)
2023
[j3]
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Kaixuan Sun, Zhenming Yu, Liang Shu, Zhiquan Wan, Hongyu Huang, Yi Lei, Kun Xu:
Digital Residual Spectrum-Based Generalized Soft Failure Detection and Identification in Optical Networks. IEEE Trans. Commun. 71(1): 324-338 (2023)
2022
[j2]
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  - journals/neuromorphic/Begon-LoursHSPP22
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Laura Bégon-Lours, Mattia Halter, Marilyne Sousa, Youri Popoff, Diana Dávila Pineda, Donato Francesco Falcone, Zhenming Yu, Steffen Reidt, Lorenzo Benatti, Francesco Maria Puglisi, Bert Jan Offrein:
Effect of cycling on ultra-thin HfZrO₄, ferroelectric synaptic weights. Neuromorph. Comput. Eng. 2(2): 24001 (2022)
2019
[j1]
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Jing Zhang, Pingping Lei, Shaohua Hu, Mingyue Zhu, Zhenming Yu, Bo Xu, Kun Qiu:
Functional-Link Neural Network for Nonlinear Equalizer in Coherent Optical Fiber Communications. IEEE Access 7: 149900-149907 (2019)

Conference and Workshop Papers

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2025
[c18]
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  - conf/aicas/YangYPNS25
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Ming-Jay Yang, Zhenming Yu, Giacomo Pedretti, Emre Neftci, John Paul Strachan:
Improved Memristor Control using Device Physics and Deep Reinforcement Learning. AICAS 2025: 1-5
[c17]
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Xiangyong Dong, Zhenming Yu, Hongyu Huang, Kaixuan Sun, Kun Xu:
Optimized Sparsification Algorithm for Low-complexity Adaptive Equalizers in Short-reach Coherent Transmission. OFC 2025: 1-3
2024
[c16]
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Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci:
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming. AICAS 2024: 398-402
[c15]
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Hongyu Huang, Zhenming Yu, Liming Cheng, Wei Zhang, Yueqiu Mu, Kun Xu:
Integrated Coherent Optical Fiber Communication System with Discrete-Time Analog Transmission. OFC 2024: 1-3
2023
[c14]
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  - conf/icons2/LohoffYFKSLN23
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Jamie Lohoff, Zhenming Yu, Jan Finkbeiner, Anil Kaya, Kenneth Michael Stewart, Hin Wai Lui, Emre Neftci:
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review. ICONS 2023: 16:1-16:8
2022
[c13]
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Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci:
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. IEEECONF 2022: 1142-1146
[c12]
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Kaixuan Sun, Zhenming Yu, Hongyu Huang, Jing Zhang, Kun Xu:
Autonomous and Generalized Soft Failure Detection based on Digital Residual Spectrum in Optical Networks. OFC 2022: 1-3
2021
[c11]
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  - conf/esscirc/Begon-LoursHPYF21
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Laura Bégon-Lours, Mattia Halter, Youri Popoff, Zhenming Yu, Donato Francesco Falcone, Bert Jan Offrein:
High-Conductance, Ohmic-like HfZrO4 Ferroelectric Memristor. ESSCIRC 2021: 87-90
[c10]
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Laura Bégon-Lours, Mattia Halter, Youri Popoff, Zhenming Yu, Donato Francesco Falcone, Bert Jan Offrein:
High-Conductance, Ohmic-like HfZrO4 Ferroelectric Memristor. ESSDERC 2021: 87-90
[c9]
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  - conf/iccv/MengYX021
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Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan:
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. ICCV 2021: 2602-2611
[c8]
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Liang Shu, Zhenming Yu, Kaixuan Sun, Zhiquan Wan, Hongyu Huang, Kun Xu:
Error-Feedback Noise Shaping for Low-Resolution High-Speed IM/DD and Coherent Transmission Systems. OFC 2021: 1-3
[c7]
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Kaixuan Sun, Zhenming Yu, Liang Shu, Zhiquan Wan, Kun Xu:
Generalized Soft Failure Identification enabled by Digital Residual Spectrum and Autoencoder. OFC 2021: 1-3
[c6]
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  - conf/ucet/SunYSWHX21
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Kaixuan Sun, Zhenming Yu, Liang Shu, Zhiquan Wan, Hongyu Huang, Kun Xu:
Experimental Demonstration of Soft Failure Identification Based on Digital Residual Spectrum and Machine Learning. UCET 2021: 81-84
2020
[c5]
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  - conf/iscas/YuD20
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Zhenming Yu, Tobi Delbruck:
Self Calibration of Wide Dynamic Range Bias Current Generators. ISCAS 2020: 1-5
[c4]
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  - conf/ispa/DengPWY20
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Jiawei Deng, Guangyao Pang, Li Wan, Zhenming Yu:
Low-light Image Enhancement based on Joint Decomposition and Denoising U-Net Network. ISPA/BDCloud/SocialCom/SustainCom 2020: 883-888
2016
[c3]
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  - conf/wocc/YuLCCYX16
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Zhenming Yu, Yiming Lou, Minghua Chen, Hongwei Chen, Sigang Yang, Shizhong Xie:
Experimental demonstration of channel estimation using image processing in optical direct-detection OFDM. WOCC 2016: 1-4
2015
[c2]
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  - conf/igta/WanYY15
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Li Wan, Zhenming Yu, Qiuhui Yang:
Corner Detection Algorithm with Improved Harris. IGTA 2015: 260-271
2013
[c1]
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  - conf/ofc/YuYYLZCQ13
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Zhenming Yu, Xingwen Yi, Qi Yang, Ming Luo, Jing Zhang, Lei Chen, Kun Qiu:
Experimental demonstration of polarization demultiplexing in stokes space for coherent optical PDM-OFDM. OFC/NFOEC 2013: 1-3

Informal and Other Publications

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2024
[i7]
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  - journals/corr/abs-2403-06712
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Zhenming Yu, Ming-Jay Yang, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci:
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming. CoRR abs/2403.06712 (2024)
[i6]
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Zhenming Yu, Stephan Menzel, John Paul Strachan, Emre Neftci:
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks. CoRR abs/2403.06746 (2024)
[i5]
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  - journals/corr/abs-2410-19415
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Zhenming Yu, Liming Cheng, Hongyu Huang, Wei Zhang, Liang Lin, Kun Xu:
Integration of Communication and Computational Imaging. CoRR abs/2410.19415 (2024)
2023
[i4]
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  - journals/corr/abs-2309-12070
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Laura Bégon-Lours, Mattia Halter, Youri Popoff, Zhenming Yu, Donato Francesco Falcone, Bert Jan Offrein:
High-Conductance, Ohmic-like HfZrO₄ Ferroelectric Memristor. CoRR abs/2309.12070 (2023)
2022
[i3]
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  - journals/corr/abs-2212-14739
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Zhenming Yu, Hongyu Huang, Liming Cheng, Wei Zhang, Yueqiu Mu, Kun Xu:
Semantic optical fiber communication system. CoRR abs/2212.14739 (2022)
2021
[i2]
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  - journals/corr/abs-2108-12654
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Ziyi Meng, Zhenming Yu, Kun Xu, Xin Yuan:
Self-supervised Neural Networks for Spectral Snapshot Compressive Imaging. CoRR abs/2108.12654 (2021)
2016
[i1]
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  - journals/corr/GuoCWGLZCYCYX16
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Qiang Guo, Hongwei Chen, Yuxi Wang, Yong Guo, Peng Liu, Xiurui Zhu, Zheng Cheng, Zhenming Yu, Minghua Chen, Sigang Yang, Shizhong Xie:
High-speed real-time single-pixel microscopy based on Fourier sampling. CoRR abs/1606.05200 (2016)

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