List of Publications
Conference Papers
[C10][COMPSAC'25-B] VFProber: A Vulnerability-Fixing Identification Framework Based on Code Changes and Semantic Adjustment.
Jianan Dong, Yuguo Liang, Yujie Ye, Guisheng Fan, Huiqun Yu, Zijie Huang, and Wentao Chen.
49th IEEE International Conference on Computers, Software, and Applications (COMPSAC). 2025, to Appear.
[C9][COMPSAC'25-A] JIT-Align: A Semantic Alignment-Based Ranking Framework for Just-In-Time Defect Prediction.
Yujie Ye, Yuguo Liang, Jianan Dong, Huiqun Yu, Guisheng Fan, Zijie Huang, and Wentao Chen
49th IEEE International Conference on Computers, Software, and Applications (COMPSAC). 2025, to Appear.
[C8][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, to Appear.
Preprint
[C7][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, to Appear.
Preprint
[C6][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.
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Publisher Page
[C5][ICCQ'22] To What Extent eCan Code Quality be Improved by Eliminating Test Smells?
Haitao Wu, Ruidi Yin, Jianhua Gao, Zijie Huang, Huajun Huang.
Contribution as Co-Author: Conception, Methodology, Proofreading
2nd International Conference on Code Quality. 2022, 19-26.
Preprint |
Publisher Page
[C4][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*.
Contribution as Corresponding Author: Conception, Methodology, Experiment, Writing
21st IEEE International Conference on Software Quality, Reliability and Security. 2022, 446-457.
Preprint | Publisher Page
[C3][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.
Contribution as Co-Author: Conception, Proofreading
17th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing. 2022, 420-438.
Preprint | Publisher Page
[C2][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.
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Publisher Page
[C1][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.
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Journal Papers
[J20][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, to Appear.
[J19][EXSY 25] Automatic Code Summarization Using Abbreviation Expansion and Subword Segmentation.
Yuguo Liang, Guisheng Fan, Huiqun Yu*, Mingchen Li, Zijie Huang
Expert Systems, 2025, to Appear.
Preprint
[J18][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.
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[J17][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.
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[J16][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.
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[J15][SQJ 24] Exploring Better Alternatives to Size Metrics for Explainable Software Defect Prediction.
Chenchen Chai, Guisheng Fan*, Huiqun Yu*, Zijie Huang*.
Software Quality Journal, 2023, 32: 459–486.
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[J14][PeerJ CS 23] Student Learning Performance Prediction Based on Online Behavior: An Empirical Study During The COVID-19 Pandemic.
Yiyi Liu, Zijie Huang, Gong Wang*.
PeerJ Computer Science, 2023, 9: Article No. e1507.
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[J13][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.
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[J12][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 Page
[J11][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.
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[J10][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.
Contribution as Co-Author: Manual Assessment, Editing, Proofreading
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[J9][IJSEKE 22] 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.
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[J8][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.
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[J7][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.
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[J6][IJSEKE 22] 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.
Contribution as Co-Author: Editing, Proofreading
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Publisher Page
[J5][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 Documentation & Preprint |
Publisher Page
[J4][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.
Contribution as Co-Author: Editing, Proofreading
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Publisher Page
[J3][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.
Contribution as Co-Author: Conception, Proofreading
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Publisher Page
[J2][JCST 22] 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.
Preprint | Publisher Page
[J1][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.
Contribution as Co-Author: Methodology, Writing
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Publisher Page