成果列表
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期刊
[J25][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.
期刊评级: CCF-B
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[J5][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.
期刊评级: CCF-T1, CCF-B
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[J20][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.
期刊评级: CCF-B
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正式版
[J4][软件学报 21] 检测JavaScript类的内聚耦合Code Smell.
黄子杰, 陈军华, 高建华*.
软件学报, 2021, 32(8): 2505-2521.
期刊评级: CCF-T1 , 北大核心
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[J11][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.
期刊评级: CCF-B
工具文档和预印版 |
正式版
[J2][电子学报 20] Code Smell视角下分层Web应用失血及充血现象的量化分析.
黄子杰, 陈军华, 高建华*.
电子学报, 2020, 48(4): 772-780.
期刊评级: CCF-T1 , 北大核心
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[J22][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.
期刊评级: 中科院SCI一区Top, CCF-C
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[J18][软件学报 23] 面向智能计算框架的即时缺陷预测.
葛建, 虞慧群*, 范贵生*, 唐锏浩, 黄子杰*.
软件学报, 2023, 34(9): 3966-3980.
贡献：写作、方法、修改和润色.
期刊评级: CCF-T1 , 北大核心
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[J24][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.
期刊评级: CCF-C
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[J13][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.
贡献: 构思、方法、实验、写作
期刊评级: CCF-C
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[J27][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.
期刊评级: CCF-A
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[J19][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.
贡献: 人工评估, 润色
期刊评级: CCF-A
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[J8][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.
贡献: 构思, 润色
期刊评级: CCF-B
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[J9][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.
贡献: 写作, 润色
期刊评级: CCF-B
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[J15][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.
贡献: 构思、数据集建构、写作
期刊评级: CCF-B
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[J25][计研发 23] 基于分层表示和上下文增强的类摘要生成技术.
陈豪伶, 虞慧群*, 范贵生, 李明辰, 黄子杰.
计算机研究与发展, 2024, 61(2): 1-17.
贡献：修改和润色.
期刊评级: CCF-T1 , 北大核心
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[J21][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.
期刊评级: CCF-C
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[J28][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.
期刊评级: CCF-C
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[J26][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.
期刊评级: CCF-C
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[J30][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.
期刊评级: CCF-C
[J16][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.
贡献: 构思、写作
期刊评级: CCF-C
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[J12][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.
贡献: 修改, 润色
期刊评级: CCF-C
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[J3][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.
贡献: 方法, 写作
期刊评级: CCF-C
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[J29] 同构集成深度学习的代码异味检测方法.
张苗,黄子杰*,陈军华,高建华.
计算机系统应用, 2025, 待出版. (CCF推荐, 北大核心)
[J10] 融合测试异味的即时缺陷预测模型探究.
殷瑞笛, 吴海涛, 高建华*, 黄子杰.
小型微型计算机系统, 2022,43(04):872-881. (CCF推荐, 北大核心)
贡献：构思、修改和润色.
下载
[J1] 消除测试代码异味对代码质量的影响分析.
黄华俊, 吴海涛, 高建华*, 黄子杰.
小型微型计算机系统, 2020, 41(11): 2420-2426. (CCF推荐, 北大核心)
贡献：构思和润色.
下载
[J6] 混合特征选择和集成学习驱动的代码异味检测.
艾成豪, 高建华*, 黄子杰.
计算机工程, 2021, 48(07): 168-176+198. (CCF推荐, 北大核心)
贡献：构思、修改和润色.
下载
[J17] 基于SDL-LightGBM集成学习的软件缺陷预测模型.
谢华祥, 高建华*, 黄子杰.
计算机工程与设计, 2024, 45(03): 769-776. (CCF推荐, 北大核心)
贡献：修改和润色.
下载
[J7] 融合加权代码异味强度因子的软件缺陷预测模型.
陈镜如, 高建华*, 黄子杰.
计算机工程与设计, 2022, 43(12): 3356-3364. (CCF推荐, 北大核心)
贡献：构思、修改和润色.
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会议
[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.
会议评级: CCF-C
[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.
会议评级: CCF-C
[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.
会议评级: CCF-A Track
预印版
[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.
会议评级: CCF-B
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[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.
会议评级: CCF-C, 科协重要学术会议
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[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*.
21st IEEE International Conference on Software Quality, Reliability and Security. 2022, 446-457.
贡献: 构思、方法、实验、写作
会议评级: CCF-C
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[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.
会议评级: CCF-C
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[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.
17th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing. 2022, 420-438.
贡献: 构思、润色
会议评级: CCF-C
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[C5][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. (投稿11, 接收4)
贡献: 构思、方法、写作
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[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. (投稿25, 接收7)
贡献: 构思、方法、写作
预印版
教育+信息课题
[J23] Student Learning Performance Prediction Based on Online Behavior: An Empirical Study During The COVID-19 Pandemic.
Yiyi Liu, Zijie Huang (共一), Gong Wang*.
PeerJ Computer Science, 2023, 9: Article No. e1507. (SCI)
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[J14] 基于学生视角的初中“道德与法治”课教师专业形象实证研究.
秦红, 王君, 黄子杰, 沈晓敏*.
上海教育科研, 2022(07): 68-74. (北大核心)
贡献：文献调研、数据分析、撰写正文.
知网
[M2] 《基于课程德育一体化的教材评估分析研究——以地理学科为例》.
课题组成员署名.
ISBN 9787558803550, 2021, 中华地图学社出版社, 贾炜等 著.
贡献：撰写数据分析相关内容、绘制图表.
相关期刊论文：知网
[M1] 《教育大数据（大数据技术与应用丛书）》 第12章 教育大数据的发展.
黄子杰, 江丰光.
ISBN 9787547847091, 2020, 上海科学技术出版社, 肖君 主编. 321-335.
贡献：文献调研、撰写正文.
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