张静宣(Jingxuan Zhang)

张静宣，博士，南京航空航天大学计算机科学与技术学院副教授，博士生导师，院长助理，担任CCF系统软件专委会执行委员兼秘书、软件工程专委会执行委员，江苏省计算机学会计算机软件专委会执行委员、计算机教育专委会执行委员。2023年获得国防科技进步三等奖，入选江苏省科协青年科技人才托举工程，南京航空航天大学“长空学者”计划，2022年获国际会议PAAP杰出审稿人奖，2018年获辽宁省优秀博士毕业生。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年访问新加坡管理大学，合作导师为David Lo教授。从事软件工程研究，主要研究方向为智能软件工程、软件仓库挖掘和经验软件工程。先后在ACM/IEEE系列汇刊（TOSEM，TSE等）, EMSE，JSS，JCST，中国科学，软件学报等期刊及ICSE，SANER等国际会议发表论文40余篇。目前主持10余项研究课题，包括国家自然科学基金面上基金和青年基金、军委科技委创新特区项目、中国博士后科学基金、CCF-腾讯犀牛鸟基金、前瞻布局科研专项项目、青年科技创新基金等。作为主要成员，参与国家重点研发计划课题、中央军委装发预研项目3项。

我所在的软件分析实验室正在招收软件工程博士、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。
2025年还有1个博士名额，1-2个硕士生名额，欢迎联系报考！

期刊论文

1. [TBD'24] FATS: Feature Distribution Analysis-Based Test Selection for Deep Learning Enhancement
   Li Li, Chuanqi Tao, Hongjing Guo, Jingxuan Zhang, Xiaobing Sun
   IEEE Transactions on Big Data. 2024, Vol. 10, pp. 132-145.
2. [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.
3. [IJSEKE'23] Boosting Just-In-Time Code Comment Updating Via Programming Context and Refactor (CCF C)
   Xiangbo Mi, Jingxuan Zhang, Yixuan Tang, Yue Ju, and Jinpeng Lan
   International Journal of Software Engineering and Knowledge Engineering. 2023, Vol. 33, No. 10, pp. 1619-1649.
4. [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.
5. [Simulation'23] 强化学习驱动的海战场多智能体协同作战仿真算法
   石鼎，燕雪峰，宫丽娜，张静宣，关东海，魏明强
   系统仿真学报，2023年第4期.
6. [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.
7. [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.
8. [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.
9. [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.
10. [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.
11. [IJSEKE'22] An Approach to Software Defect Prediction Combining Semantic Features and Code Changes (CCF C)
    Chuanqi Tao, Tao Wang, Hongjing Guo, Jingxuan Zhang
    Journal of Software Engineering and Knowledge Engineering. 2022, Vol. 32, pp. 1345-1368.
12. [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.
13. [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.
14. [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.
15. [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.
16. [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.
17. [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.
18. [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.
19. [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.
20. [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.
21. [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.
22. [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.
23. [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.
24. [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.
25. [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.
26. [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.

会议论文

1. [MSR'24] Boosting API Misuse Detection via Integrating API Constraints from Multiple Sources (CCF C)
   Can Li, Jingxuan Zhang, Yixuan Tang, Zhuhang Li, Tianyue Sun
   2024 International Conference on Mining Software Repositories (MSR 24). Accepted.
2. [Internetware'24] Detecting Optimizing Compiler Bugs via History-Driven Test Program Mutation (CCF C)
   Junwei Zeng, Yixuan Tang, Jingxuan Zhang, Weiwei Li, Zhiqiu Huang
   2024 Internetware. Accepted.
3. [QRS'24] An Empirical Study on the Characteristics of Connected Knowledge Subgraphs on Stack Overflow (CCF C)
   Tianyue Sun, Lina Gong, Jingxuan Zhang, Mingqiang Wei
   2024 IEEE International Conference on Software Quality, Reliability, and Security (QRS 2024). Accepted.
4. [QRS'24] Query Quality Prediction for Text Retrieval-based Bug Localization (CCF C)
   Wenjie Liu, Weiqin Zou, Bingting Chen, Biyu Cai, Jingxuan Zhang
   2024 IEEE International Conference on Software Quality, Reliability, and Security (QRS 2024). Accepted.
5. [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.
6. [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.
7. [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.
8. [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.
9. [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.
10. [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.
11. [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.
12. [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.
13. [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.
14. [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. 前瞻布局科研专项
3. 青年科技创新基金
4. 国家自然科学基金青年基金
5. 中国博士后科学基金
6. CCF-腾讯犀牛鸟基金
7. 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
8. 南京大学计算机软件新技术国家重点实验室开放课题
9. 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. TOSEM审稿人
2. TSE审稿人
3. EMSE审稿人
4. JSEP审稿人
5. TRel审稿人
6. JCST审稿人
7. FCS审稿人
8. 软件学报审稿人
9. 计算机学报审稿人
10. ISSRE审稿人
11. ChinaSoft审稿人
12. QRS程序委员会委员
13. APSEC程序委员会委员
14. EASE程序委员会委员
15. IBF程序委员会委员
16. HASQ审稿人