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Zhongyu Li


CV

Ph.D. Student
Department of Computer Science,
UNC Charlotte, Charlotte, NC, 28223-0001

zhongyu.emerald@gmail.com
EDUCATION   RESEARCH INTEREST   RESEARCH EXPERIENCE   PUBLICATION  

EDUCATION

UNC Charlotte 8/2015 - Present
Ph.D. Student in Computer Science
Advisor: Shaoting Zhang

Xi'an Jiaotong University 8/2012 - 6/2015
M.E. in Software Engineering

Xi'an Jiaotong University 8/2008 - 7/2012
B.E. in Automation

RESEARCH INTEREST

Neuron Morphology, Medical Image Analysis, Computer Vision, Machine Learning

RESEARCH EXPERIENCE

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  • Computational Exploration of Neuronal Morphology
    • 08/2015 - Present
    VIA Lab, UNC Charlotte
    1. Efficient discovery of relevant instances among large-sized neuron databases;
    2. Fine-grained representation for the computational analytics of 3D neuronal morphology using deep learning;
    3. Intelligent and interactive knowledge discovery equipped with latest augmented reality (AR) and mixed reality (MR) techniques.

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  • Medical Image Analysis
    • 08/2016 - Present
    VIA Lab, UNC Charlotte
    1. Large-scale retrieval for medical image analytics;
    2. Grading and segmentation for the diagnosis of diabetic retinopathy (DR).

    PhD
  • Point Cloud Registration and 3D Reconstruction
    • 08/2013 - 06/2015
    Xi'an Jiaotong University
    1. Pair-wise registration for the partially overlapped point clouds;
    2. Multi-view registration and 3D reconstruction from unordered range scans.

    PUBLICATION

    Journal:
    Large-scale Exploration of Neuronal Morphologies using Deep Learning and Augmented Reality. [PDF]
    Zhongyu Li, Erik Butler, Kang Li, Aidong Lu, Shuiwang Ji, Shaoting Zhang.
    Neuroinformatics, 2018.

    Large-scale Retrieval for Medical Image Analytics: A Comprehensive Review. [PDF]
    Zhongyu Li, Xiaofan Zhang, Henning Müller, Shaoting Zhang.
    Medical Image Analysis, 43: 66-84, 2018.

    Indexing and Mining Large-Scale Neuron Databases using Maximum Inner Product Search. [PDF]
    Zhongyu Li, Ruogu Fang, Fumin Shen, Amin Katouzian, Shaoting Zhang.
    Pattern Recognition, 63: 306–315, 2017.

    Interactive Exploration for Continuously Expanding Neuron Databases. [PDF]
    Zhongyu Li, Dimitris N. Metaxas, Aidong Lu, Shaoting Zhang.
    Methods, 115: 100-109, 2017.

    Surface Reconstruction via Efficient and Accurate Registration of Multiview Range Scans. [PDF]
    Jihua Zhu, Zhongyu Li, Shaoyi Du, Liang Ma, Te Zhang.
    Optical Engineering, 53(10): 1-8, 2014.

    Robust Registration of Partially Overlapping Point Sets via Genetic Algorithm with Growth Operator. [PDF]
    Jihua Zhu, Deyu Meng, Zhongyu Li, Shaoyi Du, Zejian Yuan.
    IET Image Processing, 8(10): 582-590, 2014.

    Conference:
    Deep Feature Representation for the Computational Analytics of 3D Neuronal Morphology.
    Zhongyu Li, Chaowei Fang, Shaoting Zhang.
    IEEE International Symposium on Biomedical Imaging (ISBI), 2018.

    Cancer Metastasis Detection via Spatially Structured Deep Network. [PDF]
    Bin Kong, Xin Wang, Zhongyu Li, Qi Song, Shaoting Zhang.
    International Conference on Information Processing in Medical Imaging (IPMI), 2017.

    Maximum Inner Product Search for Morphological Retrieval of Large-Scale Neuron Data. [PDF]
    Zhongyu Li, Fumin Shen, Ruogu Fang, Sailesh Conjeti, Amin Katouzian, Shaoting Zhang.
    IEEE International Symposium on Biomedical Imaging (ISBI), 2016. oral presentation

    Improved Techniques for Multi-view Registration with Motion Averaging. [PDF]
    Zhongyu Li, Jihua Zhu, Ke Lan, Chen Li, Chaowei Fang.
    International Conference on 3D Vision (3DV), 2014.