Ziang Ren
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Phone: +86 18280123343 |
About me
I am from Scihuan, China, currently in NH, USA. I'm now a grad student majoring in Computer Science at Dartmouth College. In June 2022, I received the bachelor degree in Electronic Information Engineering from Nanjing University of Posts and Telecommunications (NJUPT) under the supervision of Prof. Qin Wang. During my time as an undergraduate, I am honored to be a member of Quantum Information Processing Laboratory, Nanjing University of Posts and Telecommunications.
Research
My research interests include
Algorithms and optimization
Quantum information
Machine learning
Software engineering
Wireless communications
Sensing and Imaging
Recent Publications
Zi-Ang Ren, Yi-Peng Chen, Jing-Yang Liu, Hua-Jian Ding, and Qin Wang. (2021) "Implementation of Machine Learning in Quantum Key Distribution". IEEE Communications Letters, ISSN 1089-7798
DOI: https://ieeexplore.ieee.org/document/9268987?source=authoralert
I've also uploaded the data for this research: https://ieee-dataport.org/documents/optimal-protocol-key-generating-rates-3-qkd-protocol-under-different-scenariosJia-Xin Xu, Zi-Ang Ren (first author, coauthor), Yi-Peng Chen , Chun-Hui Zhang , and Qin Wang. (2022) "Optimal resource allocation of quantum digital signatures with machine learning". Quantum Inf Process 21, 338, Springer.
DOI: https://doi.org/10.1007/s11128-022-03672-w
Projects
High-Performance Quantum Key Distribution System, as team leader
Achieving real-time recommendation of optimal quantum key distribution (QKD) protocol for different user environments (i.e., communication distance ranging from 0 Km to 600 Km)
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Optimal Parameters Configuration in Quantum Digital Signature, as team leader
Predicting the optimal parameters concerning the intensity of different quantum states and probability of incorporating these states into different measurement bases with supervised learning.
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Deep-learning-based Landslide Monitoring Using Close-Shot Photogrammetry, as team member
A Landslide Monitoring system utilizing RNN which can classify the severity of landslide in different slope images
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Intelligent Tactility-assisted 3D Imaging System with Single-photon Radar and Lidar, as team leader
Reconstructing the 3D shape for objects using a creative multi-modal and neural-network-combined imaging method under the situation where light source is limited.
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Skills
C, C++, Java, MATLAB, Python, VHDL, Multisim, Access, Android Studio, css, html, Linux shell
Misc
In my free time, I enjoy playing tennis, badminton, ping-pong, or any sport where I can wave a racket. Painting and visiting art gallery are also my favorite.
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One of my paintings.
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Ophelia by John Everett Millais, photo taken in Museum of Art Pudong, Shanghai.
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We were trying to calibrate the frame of reference.