中文
Software Engineering · Empirical Study · Quality Assurance

Zijie  Huang

黄子杰
Publications → Research
SOFTWARE ENGINEERING · SHANGHAI · EST.2019
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CCF-Recommended
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CCF-T1
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CCF-A
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CCF-B
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SCI
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First/Corresponding
01
PROFILE

Profile

Zijie Huang

Deputy Director, Intelligent Computing & Bioinformatics Platform, Center for Excellence in Molecular Cell Science, Chinese Academy of Sciences

hzj at mail.ecust.edu.cn
Open-Source Component Risk GovernanceSoftware Quality AssuranceEmpirical Software Engineering

Over the past five years, I have served as Principal Investigator of 2 national/provincial projects and participated in 5 others, publishing 40+ papers in CCF-recommended venues including TSE, JSS, IST and JSEP, as well as Chinese top journals (JCST, Journal of Software). This includes 5 CCF-T1, 3 CCF-A and 10 CCF-B papers, 17 SCI-indexed papers, and 18 papers as first or corresponding author. I serve as MSR 2025 Junior PC member and reviewer for EMSE, KBS, ESWA and other journals in software engineering and AI.

02
CHRONICLE

Recent News

2024.12 Our early work on open-source dependency governance was accepted by ICSE 2025 NIER.
2024.11 Granted the China Postdoctoral Science Foundation (76th batch) and the Shanghai "Sailing Program" of the 2024 Science & Technology Innovation Action Plan.
03
FRESH OUTPUT

Just Accepted

IJ242025

Automatic Identification of Extrinsic Bug Reports for Just-In-Time Bug Prediction

[SCP 25] Automatic Identification of Extrinsic Bug Reports for Just-In-Time Bug Prediction.
Guisheng Fan, Yuguo Liang, Longfei Zu, Huiqun Yu, Zijie Huang, Wentao Chen.
Science of Computer Programming, 2025, Article No. 103410.
Preprint | Publisher
CCF-BSCIEI Journal
IJ212025

Tool or Toy: Are SCA Tools Ready for Challenging Scenarios?

[C&S 25] Tool or Toy: Are SCA Tools Ready for Challenging Scenarios?.
Congyan Shu, Wentao Chen, Zijie Huang, Guisheng Fan, Huiqun Yu, Hengrun Zhang, Yuguo Liang.
Computers & Security, 2025, 158: Article No. 104624.
Preprint | Publisher
CCF-BSCIEI JournalCAS Q1/Q2
IJ232025

Usage patterns of software product metrics in assessing developers' output: A comprehensive study

[IST 25] Usage patterns of software product metrics in assessing developers' output: A comprehensive study. .
Wentao Chen, Huiqun Yu, Guisheng Fan, Zijie Huang, Yuguo Liang.
Information and Software Technology, 2025, 189: Article No. 107935.
Preprint | Publisher
CCF-BSCIEI JournalCAS Q1/Q2
CJ122025

A Library Migration Recommendation Method Considering Semantic Functional Descriptions

A Library Migration Recommendation Method Considering Semantic Descriptions of Library Functionality.
Dashan Tong, Junhua Chen, Zijie Huang*, Jianhua Gao.
Computer Engineering and Design, 2025, In press.
CCF-ListedPKU Core
CJ132025

Identifying Open-Source License Clauses via Enhanced Named Entity Recognition

Identifying Open-Source License Clauses via Enhanced Named Entity Recognition.
Yuhao Cheng, Zijie Huang*, Jianhua Gao.
Computer Technology and Development, 2025, In press.
CCF-Listed
04
SELECTED WORKS

Selected Works

C82025

Towards Early Warning and Migration of High-Risk Dormant Open-Source Software Dependencies

[ICSE'25 NIER] Towards Early Warning and Migration of High-Risk Dormant Open-Source Software Dependencies.
Zijie Huang, Lizhi Cai*, Xuan Mao, Kang Yang
47th International Conference on Software Engineering: New Ideas and Emerging Results. 2025, 121-125.
Preprint | Publisher
CCF-AEI Conf.
IJ162024

On The Effectiveness of Developer Features in Code Smell Prioritization: A Replication Study

[JSS 24] On The Effectiveness of Developer Features in Code Smell Prioritization: A Replication Study.
Zijie Huang, Huiqun Yu*, Guisheng Fan*, Zhiqing Shao, Ziyi Zhou, Mingchen Li.
Journal of Systems and Software, 2024, 210: Article No. 111968.
Preprint | Publisher
CCF-BSCIEI JournalCAS Q1/Q2
IJ22022

Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics

[JCST 21] Community Smell Occurrence Prediction on Multi-Granularity by Developer-Oriented Features and Process Metrics.
Zijie Huang, Zhiqing Shao*, Guisheng Fan*, Huiqun Yu, Xingguang Yang, Kang Yang.
Journal of Computer Science and Technology, 2022, 37(1): 182-206.
PDF | Publisher
CCF-T1CCF-BSCIEI JournalCAS Q1/Q2
IJ52022

HBSniff: A Static Analysis Tool for Java Hibernate Object-Relational Mapping Code Smell Detection

[SCP 22] HBSniff: A Static Analysis Tool for Java Hibernate Object-Relational Mapping Code Smell Detection.
Zijie Huang, Zhiqing Shao*, Guisheng Fan*, Huiqun Yu, Kang Yang, Ziyi Zhou.
Science of Computer Programming, 2022, 217: Article No. 102778.
Tool & Preprint | Publisher
CCF-BSCIEI Journal
CJ32021

Detecting Coupling and Cohesion Code Smells of JavaScript Classes

Detecting Coupling and Cohesion Code Smells of JavaScript Classes.
Zijie Huang, Junhua Chen, Jianhua Gao*.
Journal of Software, 2021, 32(8): 2505-2521.
CCF-T1PKU CoreEI Journal
All 56 publications →
05
SERVICE & CAREER

Service · Career & Education

■ Program Committee

Program Committee: ICSE 2026 Shadow PC, MSR 2025 Junior PC.

■ Journal Reviewer (General)

Expert Systems With Applications, Knowledge-Based Systems, Journal of Supercomputing, Discover Computing (Springer), Computer Law & Security Review, PeerJ Computer Science, Scientific Reports, Results in Engineering

■ Journal Reviewer (SE)

Empirical Software Engineering (CCF-B), Journal of Systems and Software (CCF-B), Information and Software Technology (CCF-B), Automated Software Engineering (CCF-B), Journal of Systems Architecture (CCF-B), Science of Computer Programming (CCF-B), Software Quality Journal (CCF-C)

CAREER
2024 - 2026
Shanghai Development Center of Computer Software Technology
Shanghai Key Lab. of Computer Software Testing and Evaluating
Postdoc
2026 - Present
Center for Excellence in Molecular Cell Science, CAS
Intelligent Computing & Bioinformatics Platform
Deputy Director
EDUCATION
2020 - 2024
East China University of Science and Technology
Computer Science and Technology
Ph.D.
2017 - 2020
Shanghai Normal University
Computer Technology
M.Eng.
2014 - 2015
Université Paris-Est Marne-la-Vallée (France)
Mathematics and Informatics
ERASMUS Exchange
2012 - 2016
Shanghai Normal University
Computer Science and Technology
B.Sc.