Yang Zhang
Assistant Professor
National University of Defense Technology (NUDT)
Ph.D. in Software Engineering
yangzhang15(at)nudt.edu.cn
Education
  • National University of Defense Technology
    National University of Defense Technology
    Mar. 2015 - Jun. 2019
    Ph.D., Software Engineering
    Changsha, China
    Advised by Prof. Huaimin Wang
  • University of California, Davis
    University of California, Davis
    Oct. 2016 - Oct. 2017
    Visiting student, Software Engineering
    Davis, CA, USA
    Advised by Prof. Vladimir Filkov
  • National University of Defense Technology
    National University of Defense Technology
    Sep. 2013 - Jan. 2015
    M.S., Software Engineering
    Changsha, China
    Advised by Prof. Huaimin Wang
  • National University of Defense Technology
    National University of Defense Technology
    Sep. 2009 - Jun. 2013
    B.E., Computer Science and Technology
    Changsha, China
  • Experience
  • National University of Defense Technology
    National University of Defense Technology
    Jun. 2019 - Present
    Assistant Professor
    Changsha, China
  • About Me

    I am currently an assistant professor in the College of Computer, National University of Defense Technology (NUDT), China. I joined the Trustie Lab at August 2013, advised by Prof. Huaimin Wang. I received my Ph.D. in Software Engineering from NUDT in September 2019. From October 2016 to October 2017, I was a visiting student at the University of California, Davis (UC Davis), USA sponsored by the China Scholarship Council. I currently lead the RESET research group (in short for Research on Ecological / Emerging / Efficient / Evolutionary Software Engineering Technologies). Our work investigates the foundations, methods, and tooling that shape modern software development and operations, emphasizing intelligent automation, socio-technical ecosystem understanding, empirical analysis, and next-generation engineering practices.

    I like movie, music, and photography.

    RESET Logo
    Our group are recruiting self-motivated PhD, Master and Undergraduate students. If interested, please feel free to drop me an email (yangzhang15[at]nudt.edu.cn).
    News
    2025
    One paper on Dockerfile code completion accepted by TSE journal (CCF-A).
    Nov 06
    I was nominated for ACM China Rising Star Award (Nationwide, Top-5).
    Oct 23
    I was awarded the ACM Changsha Rising Star (rank the 1st place).
    Sep 20
    One paper on faults in serverless computing accepted by ICSME2025 Technical Track (CCF-B).
    Jun 06
    One paper on MLOps discussions accepted by IST journal (CCF-B).
    Apr 28
    I have been elevated to the grade of CFF Senior Member.
    Apr 18
    I was awarded the NUDT Youth Innovation Award.
    Feb 25
    One paper on Docker build faults accepted by FSE2025 Technical track (CCF-A).
    Jan 15
    Selected Publications
    * Equal contribution, Corresponding author
    DockerFill: Automatically Completing Dockerfile Code with Syntax-aware Multi-task Learning
    TSE
    DockerFill: Automatically Completing Dockerfile Code with Syntax-aware Multi-task Learning

    Yiwen Wu, Yang Zhang, Tao Wang, Bo Ding, Huaimin Wang

    IEEE Transactions on Software Engineering (TSE), 2025

    CCF-A JCR Q1 Journal

    DockerFill: Automatically Completing Dockerfile Code with Syntax-aware Multi-task Learning

    Yiwen Wu, Yang Zhang, Tao Wang, Bo Ding, Huaimin Wang

    IEEE Transactions on Software Engineering (TSE), 2025 CCF-A JCR Q1 Journal

    Towards Understanding Docker Build Faults in Practice: Symptoms, Root Causes, and Fix Patterns
    FSE
    Towards Understanding Docker Build Faults in Practice: Symptoms, Root Causes, and Fix Patterns

    Yiwen Wu*, Yang Zhang*, Tao Wang, Bo Ding, Huaimin Wang

    The 33rd ACM International Conference on the Foundations of Software Engineering (FSE), 2025

    CCF-A Conference

    Towards Understanding Docker Build Faults in Practice: Symptoms, Root Causes, and Fix Patterns

    Yiwen Wu*, Yang Zhang*, Tao Wang, Bo Ding, Huaimin Wang

    The 33rd ACM International Conference on the Foundations of Software Engineering (FSE), 2025 CCF-A Conference

    How do Developers Talk about GitHub Actions? Evidence from Online Software Development Community
    ICSE
    How do Developers Talk about GitHub Actions? Evidence from Online Software Development Community

    Yang Zhang*, Yiwen Wu*, Tingting Chen, Tao Wang, Hui Liu, Huaimin Wang

    The 46th International Conference on Software Engineering (ICSE), 2024

    CCF-A Conference

    How do Developers Talk about GitHub Actions? Evidence from Online Software Development Community

    Yang Zhang*, Yiwen Wu*, Tingting Chen, Tao Wang, Hui Liu, Huaimin Wang

    The 46th International Conference on Software Engineering (ICSE), 2024 CCF-A Conference

    Understanding and Predicting Docker Build Duration: An Empirical Study of Containerized Workflow of OSS Projects
    ASE
    Understanding and Predicting Docker Build Duration: An Empirical Study of Containerized Workflow of OSS Projects

    Yiwen Wu, Yang Zhang, Kele Xu, Tao Wang, Huaimin Wang

    The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022

    CCF-A Conference

    Understanding and Predicting Docker Build Duration: An Empirical Study of Containerized Workflow of OSS Projects

    Yiwen Wu, Yang Zhang, Kele Xu, Tao Wang, Huaimin Wang

    The 37th IEEE/ACM International Conference on Automated Software Engineering (ASE), 2022 CCF-A Conference

    One Size Does Not Fit All: An Empirical Study of Containerized Continuous Deployment Workflows
    FSE
    One Size Does Not Fit All: An Empirical Study of Containerized Continuous Deployment Workflows

    Yang Zhang, Bogdan Vasilescu, Huaimin Wang, Vladimir Filkov

    The 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), 2018

    CCF-A Conference

    One Size Does Not Fit All: An Empirical Study of Containerized Continuous Deployment Workflows

    Yang Zhang, Bogdan Vasilescu, Huaimin Wang, Vladimir Filkov

    The 26th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), 2018 CCF-A Conference

    All publications
    Honors & Awards
    ACM China Rising Star Award Nomination (Nationwide, Top 5) / ACM中国新星奖提名奖,全国前五名
    2025
    ACM Changsha Rising Star (Rank the 1st place) / ACM长沙分会新星奖, 排名第一
    2025
    Beijing Science and Technology Award (First Prize) / 北京市科技进步一等奖
    2024
    NUDT Youth Innovation Award / 校青年创新奖
    2024
    CIE Science and Technology Progress Award (First Prize) / 中国电子学会CIE科技进步一等奖
    2023
    Young Innovative Talent in Hunan Province / 湖南省湖湘青年英才
    2023
    CCF Young Talent Development Program / 中国计算机学会CCF青年人才发展计划
    2022
    IEEE TCSE Distinguished Paper Award (SANER)
    2022
    Hunan Province Excellent Doctoral Thesis Award / 湖南省优秀博士论文奖
    2021