我目前在南京航空航天大学计算机科学与技术学院担任副教授,硕士生导师。我于2018年在大连理工大学软件学院获得博士学位,导师为江贺教授。在此之前,我于2012年在大连理工大学软件学院获得学士学位。其中,2014年5月到8月访问新加坡管理大学,合作导师为David Lo教授。 我的研究兴趣主要是智能化软件开发软件仓库挖掘。我的研究的目标是分析当前的软件开发过程,运用人工智能技术提高软件开发的生产力。先后在ACM/IEEE系列汇刊(TOSEM, TSE等), JSS,JCST,中国科学等期刊及ICSE, SANER 等国际会议发表论文30余篇。中国计算机学会系统软件专委会执行委员,中国计算机学会软件工程专委会执行委员。担任多个学术期刊和学术会议的程序委员会委员和审稿人。目前主持和参与多项研究课题,包括国家自然科学基金(面上和青年)、中国博士后科学基金、CCF-腾讯犀牛鸟基金、国家重点研发计划课题、全军共用信息系统装备预研项目等。

我所在的软件分析实验室正在招收计算机科学与技术和软件工程学硕以及电子信息专硕, 此外,实验室也非常欢迎积极主动的本科生的加入。任何兴趣或疑问,请通过邮件联系。 2023年还有1-2个硕士生名额,欢迎联系报考!

期刊论文

  1. [TOSEM'23] An Accurate Identifier Renaming Prediction and Suggestion Approach (CCF A)
    Jingxuan Zhang, Junpeng Luo, Jiahui Liang, Lina Gong, and Zhiqiu Huang
    ACM Transactions on Software Engineering and Methodology. 2023, Accepted.
  2. [EMSE'23] BTLink : Automatic link recovery between issues and commits based on pre-trained BERT model (CCF B)
    Jingpeng Lan, Lina Gong, Jingxuan Zhang, and Haoxiang Zhang
    Empirical Software Engineering. 2023, Accepted.
  3. [TSE'22] BEQAIN: An Effective and Efficient Identifier Normalization Approach with BERT and the Question Answering System (CCF A)
    Jingxuan Zhang, Siyuan Liu, Lina Gong, Haoxiang Zhang, Zhiqiu Huang, and He Jiang
    IEEE Transaction on Software Engineering. 2022, Accepted.
  4. [TOSEM'22] What is the intended usage context of this model? - An exploratory study of pre-trained models on various model repositories (CCF A)
    Lina Gong, Jingxuan Zhang, Mingqiang Wei, Haoxiang Zhang, and Zhiqiu Huang
    ACM Transactions on Software Engineering and Methodology. 2022, Accepted.
  5. [TSE'22] A Comprehensive Investigation of the Impact of Class Overlap on Software Defect Prediction (CCF A)
    Lina Gong, Haoxiang Zhang, Jingxuan Zhang, Mingqiang Wei, and Zhiqiu Huang
    IEEE Transaction on Software Engineering. 2022, Accepted.
  6. [JSEP'22] Supporting maintenance and testing for AI functions of mobile apps based on user reviews: An empirical study on plant identification apps (CCF B)
    Chuanqi Tao, Hongjing Guo, Jingxuan Zhang, and Zhiqiu Huang
    Journal of Software: Evolution and Process. 2022, Accepted.
  7. [FITEE'22] Toward an accurate method renaming approach via structural and lexical analyses (CCF C)
    Junpeng Luo, Jingxuan Zhang, Zhiqiu Huang, Yong Xu, and Chenxing Sun
    Frontiers of Information Technology & Electronic Engineering. 2022, Accepted.
  8. [JOS'21] A Survey of Research on Bug Report Quality (in Chinese) (CCF A)
    Weiqin Zou, Jingxuan Zhang, Xiaowei Zhang, Lin Chen, and Jifeng Xuan
    Journal of Software. 2021, Accepted.
  9. [JOS'21] Uncertainty-wise Software Engineering of Complex Systems: A Systematic Mapping Study (in Chinese) (CCF A)
    Chao Tan, Jingxuan Zhang*, Tiexin Wang, and Tao Yue
    Journal of Software. 2021, Accepted.
  10. [TSE'21] CTOS: Compiler Testing for Optimization Sequences of LLVM (CCF A)
    He Jiang, Zhide Zhou, Zhilei Ren, Jingxuan Zhang, and Xiaochen Li
    IEEE Transactions on Software Engineering. 2021, Accepted.
  11. [TSE'19] Enriching API Documentation with Code Samples and Usage Scenarios from Crowd Knowledge (CCF A, 被邀请到ICSE 2020作展示报告)
    Jingxuan Zhang, He Jiang, Zhilei Ren, Tao Zhang, and Zhiqiu Huang
    IEEE Transactions on Software Engineering. 2019, Accepted.
  12. [TOSEM'19] Recommending New Features from Mobile App Descriptions (CCF A)
    He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren, David Lo, Xindong Wu, and Zhongxuan Luo
    ACM Transactions on Software Engineering and Methodology. 2019, Vol. 28, No. 4, Article No. 22.
  13. [JSS'20] Can This Fault Be Detected: A Study on Fault Detection via Automated Test Generation (CCF B)
    Ping Ma, Hangyuan Cheng, Jingxuan Zhang, and Jifeng Xuan.
    Journal of Systems and Software. 2020, To Appear.
  14. [JCST'20] Discovering API Directives from API Specifications with Text Classification (CCF B)
    Jingxuan Zhang, Chuanqi Tao, Zhiqiu Huang, and Xin Chen
    Journal of Computer Science and Technology. 2020, To Appear.
  15. [CS'20] Research Status and Development Trend of Identifier Normalization (CCF B, 被选为当期封面文章进行重点介绍)
    Jingxuan Zhang and He Jiang
    Computer Science. 2020, Accepted.
  16. [SCIS'19] DeepDir: A Deep Learning Approach for API Directive Detection (CCF A)
    Jingxuan Zhang, He Jiang, Shuai Lu, Ge Li, and Xin Chen
    SCIENCE CHINA Information Sciences. 2019, Accepted.
  17. [SCIS'19] Selection of compiler-optimization sequences (CCF A)
    Guojun Gao, Zhilei Ren, Jingxuan Zhang, Xiaochen Li, and He Jiang
    SCIENCE CHINA Information Sciences. 2019, Vol. 49, No. 10, pp. 1267-1282.
  18. [SCIS'17] Mining Authorship Characteristics in Bug Repositories (CCF A)
    He Jiang, Jingxuan Zhang, Hongjing Ma, Najam Nazar, and Zhilei Ren
    SCIENCE CHINA Information Sciences. Jan. 2017, Vol. 60, pp. 012107:1-012107:16.
  19. [IJSEKE'17] PRST: A PageRank based Summarization Technique for Summarizing Bug Reports with Duplicates (CCF C)
    He Jiang, Najam Nazar, Jingxuan Zhang, Tao Zhang, and Zhilei Ren
    International Journal of Software Engineering and Knowledge Engineering. Aug. 2017, Vol. 27(6), pp. 1-29.
  20. [Access'18] Recommending APIs for API Related Questions in Stack Overflow [Supplement Material]
    Jingxuan Zhang, He Jiang, Zhilei Ren, and Xin Chen
    IEEE Access. 2018, Vol. 6, pp. 6205-6219.
  21. [JCRD'16] Mining Software Repositories: Contributors and Hot Topics (CCF A)
    He Jiang, Xin Chen, Jingxuan Zhang, Xuejiao Han, and Xiujuan Xu
    Journal of Computer Research and Development. Dec. 2016, Vol. 53(12), pp. 2768-2782.
  22. [JoH'14] Boosting Local Search with Lagrangian Relaxation
    Zhilei Ren, He Jiang, Shuwei Zhang, Jingxuan Zhang, and Zhongxuan Luo
    Journal of Heuristics. 2014, Vol. 20(5), pp. 589-615.


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会议论文

  1. [SANER'22] A Cross-Language Name Binding Recognition and Discrimination Approach for Identifiers (CCF B)
    Yue Ju, Yixuan Tang, Jinpeng Lan, Xiangbo Mi, and Jingxuan Zhang
    2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER). Accepted.
  2. [DSA'22] Software Defect Prediction via GCN based on Structural and Context Information
    Lijin Tang, Chuanqi Tao, Hongjing Guo, and Jingxuan Zhang
    2022 9th International Conference on Dependable Systems and Their Applications (DSA). Accepted.
  3. [APSEC'21] An Empirical Study on the Usage and Evolution of Identifier Styles in Practice (CCF C)
    Jingxuan Zhang, Weiqin Zou, and Zhiqiu Huang
    Asia-Pacific Software Engineering Conference (APSEC’2021), Taipei, Taiwan. Accepted.
  4. [APSEC'21] A Novel Hybrid Granularity Identifier Splitting Approach (CCF C)
    Siyuan Liu, Jingxuan Zhang*, Jiahui Liang, and Junpeng Luo
    Asia-Pacific Software Engineering Conference (APSEC’2021), Taipei, Taiwan. Accepted.
  5. [QRS'21] A Deep Method Renaming Prediction and Refinement Approach for Java Projects (CCF C)
    Jiahui Liang, Weiqin Zou, Jingxuan Zhang*, Zhiqiu Huang, Chenxing Sun
    International Conference on Software Quality, Reliability, and Security (QRS’2021), Hainan. Accepted.
  6. [QRS'21] Hybrid Collaborative Filtering-Based API Recommendation (CCF C)
    Yongchao Wang, Yu Zhou, Taolue Chen, Jingxuan Zhang, Wenhua Yang, and Zhiqiu Huang
    International Conference on Software Quality, Reliability, and Security (QRS’2021), Hainan. Accepted.
  7. [ICSE'17] An Unsupervised Approach for Discovering Relevant Tutorial Fragments for APIs (CCF A) [Supplement Material]
    He Jiang, Jingxuan Zhang, Zhilei Ren, and Tao Zhang
    International Conference on Software Engineering (ICSE’2017), Buenos Aires, Argentina. pp. 38-48.
  8. [SANER'16] A More Accurate Model for Finding Tutorial Segments Explaining APIs (CCF B) [Supplement Material]
    He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren, and David Lo
    International Conference on Software Analysis, Evolution, and Reengineering (SANER’2016), Osaka, Japan. pp. 157-167.
  9. [IBF'20] Can This Fault Be Detected by Automated Test Generation: A Preliminary Study
    Hangyuan Cheng, Ping Ma, Jingxuan Zhang, and Jifeng Xuan
    International Workshop on Intelligent Bug Fixing (IBF'2020), London, Ontario, Canada. To appear.
  10. [Internetware'14] What Makes a Good App Description?
    He Jiang, Hongjing Ma, Zhilei Ren, Jingxuan Zhang, and Xiaochen Li
    Asia-Pacific Symposium on Internetware (Internetware’2014), Hong Kong, China. pp. 45-53.
  1. 国家自然科学基金面上项目
  2. 国家自然科学基金青年基金
  3. 中国博士后科学基金
  4. CCF-腾讯犀牛鸟基金
  5. 南京航空航天大学”高安全系统的软件开发与验证技术“工信部重点实验室开放课题
  6. 南京大学计算机软件新技术国家重点实验室开放课题
  7. 南京航空航天大学科研启动基金
  1. 题目:Enriching API Documentation with Code Samples and Usage Scenarios from Crowd Knowledge. [Slides]
    会议:the 42nd International Conference on Software Engineering (ICSE’2020)
    时间:9 July 2020
  2. 题目:An Unsupervised Approach for Discovering Relevant Tutorial Fragments for APIs. [Slides]
    会议:the 39th International Conference on Software Engineering (ICSE’2017)
    时间:24 May 2017
  3. 题目:A More Accurate Model for Finding Tutorial Segments Explaining APIs. [Slides]
    会议:the 23th International Conference on Software Analysis, Evolution, and Reengineering (SANER’2016)
    时间:16 March 2016
  4. 题目:API Documentation Analysis. [Slides]
    会议:the 16th National Software Application Conference (NASAC’2017)
    时间:3 November 2017
    会议:the 18th National Software Application Conference (NASAC’2019)
    时间:24 November 2019
  1. TSE审稿人
  2. JSEP审稿人
  3. TRel审稿人
  4. JCST审稿人
  5. FCS审稿人
  6. ISSRE 2021审稿人
  7. ChinaSoft 2021审稿人
  8. EASE 2021程序委员会委员
  9. IBF 2021程序委员会委员
  10. HASQ 2016审稿人
  11. CSBSE 2013志愿者
  12. IEA/AIE 2012志愿者
2018.6    辽宁省优秀毕业生 辽宁省教育厅
2017.9    优秀博士论文单项奖学金 大连理工大学
2016.9    优秀博士研究生 大连理工大学
2015.9    博士研究生一等学业奖学金(5%的比例) 大连理工大学
2012.6    优秀毕业生 大连理工大学
2011.9    实德一等奖学金 大连理工大学
2011.9    优秀三好学生 大连理工大学