我目前在南京航空航天大学计算机科学与技术学院担任助理教授。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软件数据分析软件仓库挖掘。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。通过探索软件开发过程中产生的海量数据,分析已有的软件开发过程,识别存在的问题,应用和设计智能算法,并通过软件工具评估性能。

期刊论文

  1. [TSE'19] Jingxuan Zhang, He Jiang, Zhilei Ren, Tao Zhang, and Zhiqiu Huang. Enriching API Documentation with Code Samples and Usage Scenarios from Crowd Knowledge, IEEE Transactions on Software Engineering (TSE). 2019, Accepted.(CCF A类论文,软件工程方向旗舰期刊,被邀请到ICSE 2020大会上作展示报告)[PDF], [IEEE]
  2. [TOSEM'19] He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren, David Lo, Xindong Wu, and Zhongxuan Luo. Recommending New Features from Mobile App Descriptions, ACM Transactions on Software Engineering and Methodology (TOSEM). 2019, Vol. 28, No. 4, Article No. 22.(CCF A类论文,软件工程方向旗舰期刊)[PDF], [ACM]
  3. [CS'19] Jingxuan Zhang and He Jiang. Research Status and Development Trend of Identifier Normalization, Computer Science. 2020, Accepted.(CCF B类中文论文, 被选为当期封面文章进行重点介绍)[PDF]
  4. [SCIS'19] Jingxuan Zhang, He Jiang, Shuai Lu, Ge Li, and Xin Chen. DeepDir: A Deep Learning Approach for API Directive Detection, SCIENCE CHINA Information Sciences. 2019, Accepted.(CCF B类论文)[PDF], [Science China Press]
  5. [SCIS'19] Guojun Gao, Zhilei Ren, Jingxuan Zhang, Xiaochen Li, and He Jiang. Selection of compiler-optimization sequences, SCIENCE CHINA Information Sciences. 2019, Vol. 49, No. 10, pp. 1267-1282.(CCF B类论文)[PDF], [Science China Press]
  6. [SCIS'17] He Jiang, Jingxuan Zhang, Hongjing Ma, Najam Nazar, and Zhilei Ren. Mining Authorship Characteristics in Bug Repositories, SCIENCE CHINA Information Sciences. Jan. 2017, Vol. 60, pp. 012107:1-012107:16. (CCF B类论文)[PDF], [Springer]
  7. [IJSEKE'17] He Jiang, Najam Nazar, Jingxuan Zhang, Tao Zhang, and Zhilei Ren. PRST: A PageRank based Summarization Technique for Summarizing Bug Reports with Duplicates, International Journal of Software Engineering and Knowledge Engineering (IJSEKE). Aug. 2017, Vol. 27(6), pp. 1-29. (CCF C类论文)[PDF], [World Scientific]
  8. [Access'18] Jingxuan Zhang, He Jiang, Zhilei Ren, and Xin Chen. Recommending APIs for API Related Questions in Stack Overflow, IEEE Access. 2018, Vol. 6, pp. 6205-6219. [PDF], [IEEE], [Supplement Material]
  9. [JCRD'16] He Jiang, Xin Chen, Jingxuan Zhang, Xuejiao Han, and Xiujuan Xu. Mining Software Repositories: Contributors and Hot Topics, Journal of Computer Research and Development. Dec. 2016, Vol. 53(12), pp. 2768-2782. [PDF], [JCRD]
  10. [JoH'14] Zhilei Ren, He Jiang, Shuwei Zhang, Jingxuan Zhang, and Zhongxuan Luo. Boosting Local Search with Lagrangian Relaxation, Journal of Heuristics. 2014, Vol. 20(5), pp. 589-615. [PDF], [Springer]


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会议论文

  1. [ICSE'17] He Jiang, Jingxuan Zhang, Zhilei Ren, and Tao Zhang. An Unsupervised Approach for Discovering Relevant Tutorial Fragments for APIs, In Proc. of 39th IEEE International Conference on Software Engineering (ICSE’2017), Buenos Aires, Argentina. pp. 38-48. (CCF A类论文,软件工程方向顶级会议)[PDF], [IEEE], [Supplement Material]
  2. [SANER'16] He Jiang, Jingxuan Zhang, Xiaochen Li, Zhilei Ren, and David Lo. A More Accurate Model for Finding Tutorial Segments Explaining APIs, In Proc. of 23th IEEE International Conference on Software Analysis, Evolution, and Reengineering (SANER’2016), Osaka, Japan. pp. 157-167. (CCF B类论文)[PDF], [IEEE],[Supplement Material]
  3. [IBF'20] Hangyuan Cheng, Ping Ma, Jingxuan Zhang, and Jifeng Xuan. Can This Fault Be Detected by Automated Test Generation: A Preliminary Study. In Proc. of the 2nd International Workshop on Intelligent Bug Fixing (IBF 2020), London, Ontario, Canada. To appear. [PDF]
  4. [Internetware'14] He Jiang, Hongjing Ma, Zhilei Ren, Jingxuan Zhang, and Xiaochen Li. What Makes a Good App Description?, In Proc. of the 6th Asia-Pacific Symposium on Internetware (Internetware’2014), Hong Kong, China. pp. 45-53. [PDF], [ACM]


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技术报告

  1. Jingxuan Zhang. What Makes a Good API Tutorial. Technical Report, 2016-12-1. [PDF]
  1. 国家自然科学基金青年基金
  2. 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
  3. 南京大学计算机软件新技术国家重点实验室开放课题
  4. 南京航空航天大学科研启动基金
  1. 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
  2. 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
  3. 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. IEEE Access审稿人
  2. FCS (Frontiers of Computer Science)审稿人
  3. HASQ 2016 (International Workshop on Human and Social Aspect of Software Quality)审稿人
  4. CSBSE 2013 (The Second Chinese Search Based Software Engineering Workshop)志愿者
  5. IEA/AIE 2012 (The 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems)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