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56 publications in total. Use the console below to filter by year, rating or topic.

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Journals (EN)

IJ272026

Explaining Sentiment in Self-Admitted Technical Debt: A Comparative Study of Model-Agnostic Explainability Methods

[IJICC 26] Explaining Sentiment in Self-Admitted Technical Debt: A Comparative Study of Model-Agnostic Explainability Methods.
Peiyu Chen, Xingguang Yang, Zhenyu Shu, Gang Wang, Zijie Huang, Kai Shi.
International Journal of Intelligent Computing and Cybernetics, 2026.
Preprint

ESCIEI Journal

IJ262026

Software Vulnerability Detection via Multimodal Retrieval and Hierarchical Decision Making

[SCP 26] Software Vulnerability Detection via Multimodal Retrieval and Hierarchical Decision Making.
Zhoufu Liu, Junhua Chen, Zijie Huang*.
Science of Computer Programming, 2026, Article No. 103491.
Preprint | Publisher

CCF-BSCIEI Journal

IJ252026

AMRerank: A Framework for Library Migration Recommendations Using Multi‐Agent Analysis and Data‐Driven Reranking

[IETS 26] AMRerank: A Framework for Library Migration Recommendations Using Multi‐Agent Analysis and Data‐Driven Reranking.
Jie Luo, Zijie Huang*, Jianhua Gao.
IET Software, 2026 (1), Article No. 2169889.
Publisher

CCF-BSCIEI Journal

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

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

IJ222025

Predicting software developer sentiment on self-admitted technical debt

[PeerJ CS 25] Predicting software developer sentiment on self-admitted technical debt.
Haichuan Zhang, Xingguang Yang, Zhenyu Shu, Zijie Huang, Gang Wang, Yuzhao Yang, Yan Zhao.
PeerJ Computer Science, 2025, 11: Article No. e3227.
PDF

SCIEI 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

IJ202025

Multiclass Classification for Self-Admitted Technical Debt Via Large Pre-Trained Language Model

[IJSEKE 25] Multiclass Classification for Self-Admitted Technical Debt Via Large Pre-Trained Language Model.
Yiyang Du, Xingguang Yang, Zhenyu Shu, Zijie Huang, Gang Wang, and Libo Xu.
International Journal of Software Engineering and Knowledge Engineering, 2025, 835-860.
Preprint | Publisher

CCF-ListedSCIEI Journal

IJ192025

Automatic Code Summarization Using Abbreviation Expansion and Subword Segmentation

[EXSY 25] Automatic Code Summarization Using Abbreviation Expansion and Subword Segmentation.
Yuguo Liang, Guisheng Fan, Huiqun Yu*, Mingchen Li, Zijie Huang
Expert Systems, 2025, 42(2): Article No. e13835.
Preprint | Publisher

CCF-ListedSCIEI Journal

IJ182024

Learning to Generate Structured Code Summaries from Hybrid Code Context

[TSE 24] Learning to Generate Structured Code Summaries from Hybrid Code Context.
Ziyi Zhou, Mingchen Li, Huiqun Yu*, Guisheng Fan*, Penghui Yang, Zijie Huang
IEEE Transactions on Software Engineering, 2024, 50(10): 2512-2528.
Preprint | Publisher

CCF-ASCIEI JournalCAS Q1/Q2

IJ172024

A Code Change-Oriented Approach to Just-In-Time Defect Prediction with Multiple Input Semantic Fusion

[EXSY 24] A Code Change-Oriented Approach to Just-In-Time Defect Prediction with Multiple Input Semantic Fusion.
Teng Huang, Huiqun Yu*, Guisheng Fan*, Zijie Huang*, Chenyu Wu
Expert Systems, 2024, 41(12): Article No. e13702.
Preprint | Publisher

CCF-ListedSCIEI Journal

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

IJ152024

Exploring Better Alternatives to Size Metrics for Explainable Software Defect Prediction

[SQJ 24] Exploring Better Alternatives to Size Metrics for Explainable Software Defect Prediction.
Chenchen Chai, Guisheng Fan*, Huiqun Yu*, Zijie Huang*.
Software Quality Journal, 2024, 32: 459-486.
PDF | Publisher

CCF-ListedSCIEI Journal

IJ142023

Student Learning Performance Prediction Based on Online Behavior: An Empirical Study During The COVID-19 Pandemic

[PeerJ CS 23] Student Learning Performance Prediction Based on Online Behavior: An Empirical Study During The COVID-19 Pandemic.
Yiyi Liu, Zijie Huang (co-first), Gong Wang*.
PeerJ Computer Science, 2023, 9: Article No. e1507.
PDF

SCIEI Journal

IJ132024

Aligning XAI Explanations with Software Developers' Expectations: A Case Study with Code Smell Prioritization

[ESWA 24] Aligning XAI Explanations with Software Developers' Expectations: A Case Study with Code Smell Prioritization.
Zijie Huang, Huiqun Yu*, Guisheng Fan, Zhiqing Shao, Mingchen Li, Yuguo Liang.
Expert Systems With Applications, 2024, 238(A): Article No. 121640.
Preprint | Publisher

CCF-ListedSCIEI JournalCAS Q1/Q2

IJ122024

Enhancing Code Summarization with Action Word Prediction

[NEUCOM 23] Enhancing Code Summarization with Action Word Prediction.
Mingchen Li, Huiqun Yu*, Guisheng Fan*, Ziyi Zhou, Zijie Huang.
Neurocomputing, 2024, 563: Article No. 126777.
Preprint | Publisher

CCF-ListedSCIEI JournalCAS Q1/Q2

IJ112023

Bug Report Priority Prediction Using Social and Technical Features

[JSEP 23] Bug Report Priority Prediction Using Social and Technical Features.
Zijie Huang, Zhiqing Shao*, Guisheng Fan*, Huiqun Yu, Kang Yang, Ziyi Zhou.
Journal of Software: Evolution and Process, 2023, 36(6): Article No. e2616.
PDF | Publisher

CCF-BSCIEI Journal

IJ102023

Towards Retrieval-Based Neural Code Summarization: A Meta-Learning Approach

[TSE 23] Towards Retrieval-Based Neural Code Summarization: A Meta-Learning Approach.
Ziyi Zhou, Huiqun Yu*, Guisheng Fan*, Zijie Huang, Kang Yang.
IEEE Transactions on Software Engineering, 2023, 49(4): 3008-3031.
Preprint | Publisher

CCF-ASCIEI JournalCAS Q1/Q2

IJ92022

Class Change Prediction by Incorporating Community Smell: An Empirical Study

[IJSEKE 22A] Class Change Prediction by Incorporating Community Smell: An Empirical Study.
Qingyuan Dou, Junhua Chen, Jianhua Gao*, Zijie Huang.
International Journal of Software Engineering and Knowledge Engineering, 2022, 32(09): 1369-1388.
Preprint | Publisher

CCF-ListedSCIEI Journal

IJ82022

HQLgen: Deep Learning Based HQL Query Generation from Program Context

[ASEJ 22] HQLgen: Deep Learning Based HQL Query Generation from Program Context.
Ziyi Zhou, Huiqun Yu*, Guisheng Fan*, Zijie Huang, Kang Yang, Jiayin Zhang.
Automated Software Engineering, 2022, 29: Article No. 55.
Preprint | Publisher

CCF-BSCIEI JournalCAS Q1/Q2

IJ72022

Automatic Identification of High Impact Bug Report by Product and Test Code Quality

[IJSEKE 22] Automatic Identification of High Impact Bug Report by Product and Test Code Quality.
Jianshu Ding, Guisheng Fan*, Huiqun Yu, Zijie Huang*.
International Journal of Software Engineering and Knowledge Engineering, 2022, 32(06): 893-916.
Preprint | Publisher

CCF-ListedSCIEI Journal

IJ62022

Code Generation with Hybrid of Structural and Semantic Features Retrieval

[IJSEKE 22B] Code Generation with Hybrid of Structural and Semantic Features Retrieval.
Kang Yang, Huiqun Yu*, Guisheng Fan*, Zijie Huang, Ziyi Zhou.
International Journal of Software Engineering and Knowledge Engineering, 2022, 32(03): 457-478.
Preprint | Publisher

CCF-ListedSCIEI Journal

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

IJ42022

A Graph Sequence Neural Architecture for Next Code Completion with Semantic Structure Features

[JSEP 21] A Graph Sequence Neural Architecture for Next Code Completion with Semantic Structure Features.
Kang Yang, Huiqun Yu*, Guisheng Fan*, Xingguang Yang, Zijie Huang.
Journal of Software: Evolution and Process, 2022, 34(1): Article No. e2414.
Preprint | Publisher

CCF-BSCIEI Journal

IJ32022

Summarizing Source Code with Hierarchical Code Representation

[IST 21] Summarizing Source Code with Hierarchical Code Representation.
Ziyi Zhou, Huiqun Yu*, Guisheng Fan*, Zijie Huang, Xingguang Yang.
Information and Software Technology, 2022, 143: Article No. 106761.
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

IJ12021

Python Code Smell Refactoring Route Generation Based on Association Rule And Correlation

[IJSEKE 21] Python Code Smell Refactoring Route Generation Based on Association Rule And Correlation.
Guanglei Wang, Junhua Chen, Jianhua Gao*, Zijie Huang.
International Journal of Software Engineering and Knowledge Engineering. 2021, 31(9): 1329-1347.
Preprint | Publisher

CCF-ListedSCIEI Journal

Journals (CN)

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

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

CJ112025

A Code Smell Detection Method with Isomorphic Ensemble Deep Learning

A Code Smell Detection Method with Isomorphic Ensemble Deep Learning.
Miao Zhang, Zijie Huang*, Junhua Chen, Jianhua Gao.
Computer Systems & Applications, 2025, 34(10): 133-142.

CCF-Listed

CJ102024

Class Summary Generation with Layered Representation and Context Enhancement

Class Summary Generation with Layered Representation and Context Enhancement.
Haoling Chen, Huiqun Yu*, Guisheng Fan, Mingchen Li, Zijie Huang.
Journal of Computer Research and Development, 2024, 61(2): 1-17.

CCF-T1PKU CoreEI Journal

CJ92023

Just-in-Time Defect Prediction for Intelligent Computing Frameworks

Just-in-Time Defect Prediction for Intelligent Computing Frameworks.
Jian Ge, Huiqun Yu*, Guisheng Fan*, Tangjian Hao, Zijie Huang*.
Journal of Software, 2023, 34(9): 3966-3980.

CCF-T1PKU CoreEI Journal

CJ82022

Junior High "Morality and Rule of Law" Teachers’ Professional Image: A Student-Perspective Study

An Empirical Study of Junior High School "Morality and Rule of Law" Teachers’ Professional Image from the Student Perspective.
Hong Qin, Jun Wang, Zijie Huang, Xiaomin Shen*.
Shanghai Research on Education, 2022(07): 68-74.

PKU Core

CJ72024

A Software Defect Prediction Model Based on SDL-LightGBM Ensemble Learning

A Software Defect Prediction Model Based on SDL-LightGBM Ensemble Learning.
Huaxiang Xie, Jianhua Gao*, Zijie Huang.
Computer Engineering and Design, 2024, 45(3): 769-776.

CCF-ListedPKU Core

CJ62022

A Defect Prediction Model Fusing Weighted Code Smell Severity Factors

A Software Defect Prediction Model Fusing Weighted Code Smell Severity Factors.
Jingru Chen, Jianhua Gao*, Zijie Huang.
Computer Engineering and Design, 2022, 43(12): 3356-3364.

CCF-ListedPKU Core

CJ52022

Just-in-Time Defect Prediction Models with Test Smells

Exploring Just-in-Time Defect Prediction Models Incorporating Test Smells.
Ruidi Yin, Haitao Wu, Jianhua Gao*, Zijie Huang.
Journal of Chinese Computer Systems, 2022, 43(4): 872-881.

CCF-ListedPKU Core

CJ42021

Code Smell Detection Driven by Hybrid Feature Selection and Ensemble Learning

Code Smell Detection Driven by Hybrid Feature Selection and Ensemble Learning.
Chenghao Ai, Jianhua Gao*, Zijie Huang.
Computer Engineering, 2021, 48(07): 168-176+198.

CCF-ListedPKU Core

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

CJ22020

Quantifying Anemia and Bloodshot of Layers in Web Applications from the Perspective of Code Smell

Quantifying Anemia and Bloodshot of Layers in Web Applications from the Perspective of Code Smell.
Zijie Huang, Junhua Chen, Jianhua Gao*.
Acta Electronica Sinica, 2020, 48(4): 772-780.

CCF-T1PKU CoreEI Journal

CJ12020

Analyzing the Impact of Eliminating Test Code Smells on Code Quality

Analyzing the Impact of Eliminating Test Code Smells on Code Quality.
Huajun Huang, Haitao Wu, Jianhua Gao*, Zijie Huang.
Journal of Chinese Computer Systems, 2020, 41(11): 2420-2426.

CCF-ListedPKU Core

Conferences

C92025

MindLint: A Static Analysis Tool for MindQuantum-Based Applications

[QRS'25] MindLint: A Static Analysis Tool for MindQuantum-Based Applications.
Xuan Mao, Zijie Huang, Jianxin Ge, Chao Wang, Lizhi Cai*.
25th International Conference on Software Quality, Reliability, and Security (QRS) - Industry Tracks. 2025, 765-766.
Preprint | Publisher

CCF-ListedEI Conf.

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.

C72025

Towards Defect Prediction for Quantum Software

[Q-SE'25] Towards Defect Prediction for Quantum Software.
Xuan Mao, Zijie Huang, Jianxin Ge, Chao Wang, Wuxu Wang, Lizhi Cai*
6th International Workshop on Quantum Software Engineering. 2025, 1-8. (25 submitted / 7 accepted)
Preprint | Publisher

EI Conf.

C62022

Bug Report Priority Prediction Using Developer-Oriented Socio-Technical Features

[Internetware'22] Bug Report Priority Prediction Using Developer-Oriented Socio-Technical Features.
Zijie Huang, Zhiqing Shao*, Guisheng Fan*, Huiqun Yu, Kang Yang, Ziyi Zhou.
13th Asia-Pacific Symposium on Internetware. 2022, 202-211.
Preprint | Publisher

CCF-ListedEI Conf.

C52022

To What Extent Can Code Quality be Improved by Eliminating Test Smells?

[ICCQ'22] To What Extent Can Code Quality be Improved by Eliminating Test Smells?
Haitao Wu, Ruidi Yin, Jianhua Gao*, Zijie Huang, Huajun Huang.
2nd International Conference on Code Quality. 2022, 19-26. (11 submitted / 4 accepted)
Preprint | Publisher

EI Conf.

C42022

Automatic Identification of High Impact Bug Report by Test Smells of Textual Similar Bug Reports

[QRS'21] Automatic Identification of High Impact Bug Report by Test Smells of Textual Similar Bug Reports.
Jianshu Ding, Guisheng Fan*, Huiqun Yu*, Zijie Huang*.
21st IEEE International Conference on Software Quality, Reliability and Security. 2022, 446-457.
Preprint | Publisher

CCF-ListedEI Conf.

C32022

An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction

[CollaborateCom'21] An Empirical Study of Model-Agnostic Interpretation Technique for Just-in-Time Software Defect Prediction.
Xingguang Yang, Huiqun Yu*, Guisheng Fan*, Zijie Huang, Kang Yang, Ziyi Zhou.
17th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing. 2022, 420-438.
Preprint| Publisher

CCF-ListedEI Conf.

C22021

Predicting Community Smells’ Occurrence on Individual Developers by Sentiments

[ICPC'21] Predicting Community Smells’ Occurrence on Individual Developers by Sentiments.
Zijie Huang, Zhiqing Shao*, Guisheng Fan*, Jianhua Gao, Ziyi Zhou, Kang Yang, Xingguang Yang.
29th IEEE/ACM International Conference on Program Comprehension. 2021, 230-241.
Preprint | Publisher

CCF-BEI Conf.

C12019

The Smell of Blood: Evaluating Anemia and Bloodshot Symptoms in Web Applications

[SEKE'19] The Smell of Blood: Evaluating Anemia and Bloodshot Symptoms in Web Applications.
Zijie Huang, Junhua Chen, Jianhua Gao*.
33rd International Conference on Software Engineering and Knowledge Engineering. 2019, 141-146.
PDF

CCF-ListedEI Conf.

Monographs

M22021

Textbook Evaluation Based on Curriculum-Moral Education Integration: A Geography Case Study

Research on Textbook Evaluation Based on Curriculum-Moral Education Integration: A Case Study of Geography.
Co-authored as project member.
ISBN 9787558903550, 2021, China Map Publishing House, Wei Jia et al.
Related paper: CNKI

M12020

Big Data in Education, Chap. 12: The Development of Educational Big Data

Big Data in Education (Big Data Technology and Applications series), Chapter 12: The Development of Educational Big Data.
Zijie Huang, Fengguang Jiang.
ISBN 9787547847091, 2020, Shanghai Scientific & Technical Publishers, ed. Jun Xiao. 321-335.
Preprint: Chaoxing Digital Library | Buy: Dangdang