Jiajun JIANG (姜 佳君) Associate Professor (Tenure-track) Software Analysis and Intelligence Lab. College of Intelligence and Computing Email: |
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Note: The authors marked with "#" are equal contributors to the paper and their names are sorted in alphabetic order by last or first name, marked with "*" are corresponding authors.
[ISSTA24a] | Can Graph Database Systems Correctly Handle Writing Operations? A Metamorphic Testing Approach with Graph-State Persistence Oracle [PDF] Shuang Liu, Junhao Lan, Xiaoning Du, Jiyuan Li, Wei Lu*, Jiajun Jiang, Xiaoyong Du In: The ACM SIGSOFT International Symposium on Software Testing and Analysis, September 16-20, 2024, Vienna, Austria | |
[ISSTA24b] | Fuzzing MLIR Compiler Infrastructure via Operation Dependency Analysis [PDF] Chenyao Suo, Junjie Chen*, Shuang Liu, Jiajun Jiang, Yingquan Zhao, Jianrong Wang In: The ACM SIGSOFT International Symposium on Software Testing and Analysis, September 16-20, 2024, Vienna, Austria | |
[OOPSLA24] | Dependency-aware Code Naturalness [PDF] Chen Yang, Junjie Chen*, Jiajun Jiang, Yuliang Huang In: Proceedings of the ACM on Programming Languages, OOPSLA, October 20-25, 2024, California, United States | |
[ISSTA24c] | A Large-scale Empirical Study on Improving the Fairness of Image Classification Models [PDF] [Tool] Junjie Yang, Jiajun Jiang*, Zeyu Sun, Junjie Chen In: The ACM SIGSOFT International Symposium on Software Testing and Analysis, September 16-20, 2024, Vienna, Austria | |
[TOSEM24] | Mapping APIs in Dynamic-typed Programs by Leveraging Transfer Learning [PDF] [Tool] Zhenfei Huang, Junjie Chen, Jiajun Jiang*, Yihua Liang, Hanmo You, Fengjie Li TOSEM: ACM Transactions on Software Engineering and Methodology, 2024 | |
[TOSEM23a] | A Post-Training Framework for Improving the Performance of Deep Learning Models via Model Transformation [PDF] [Tool] Jiajun Jiang, Junjie Yang, Yingyi Zhang, Zan Wang, Hanmo You, Junjie Chen* TOSEM: ACM Transactions on Software Engineering and Methodology, 2023 | |
[TOSEM23b] | Variable-Based Fault Localization via Enhanced Decision Tree [PDF] [Tool] Jiajun Jiang, Yumeng Wang, Junjie Chen*, Delin Lv, Mengjiao Liu TOSEM: ACM Transactions on Software Engineering and Methodology, 2023 | |
[ISSRE23] | Can Code Representation Boost IR-Based Test Case Prioritization [PDF] Lin Yang, Junjie Chen*, Hanmo You, Jiachen Han, Jiajun Jiang, Zhe Sun, Xinqi Lin, Fang Liang, Yuning Kang In: The 34th IEEE International Symposium on Software Reliability Engineering, October 9-12, 2023, Florence, Italy | |
[TOSEM23c] | Toward Understanding Deep Learning Framework Bugs [PDF] Junjie Chen, Yihua Liang#, Qingchao Shen#, Jiajun Jiang*, Shuochuan Li TOSEM: ACM Transactions on Software Engineering and Methodology, 2023, 32(6):1-31 | |
[ISSTA23] | Silent Compiler Bug De-duplication via Three-Dimensional Analysis [PDF] Chen Yang, Junjie Chen*, Xingyu Fan, Jiajun Jiang, Jun Sun In: The 32nd International Symposium on Software Testing and Analysis, July 17-21, 2023, Seattle, Washington, USA, pages 677–689 | |
[ICSE23a] | Achieving Last-Mile Functional Coverage in Testing Chip Design Software Implementations [PDF] Ming Yan, Junjie Chen*, Hangyu Mao, Jiajun Jiang, Jianye Hao, Xingjian Li, Zhao Tian, Zhichao Chen, Dong Li, Zhangkong Xian, Yanwei Guo, Wulong Liu, Bin Wang, Yuefeng Sun, Yongshun Cui In: The 45th International Conference on Software Engineering (Software Engineering in Practice), May. 14-20, 2023, Melbourne, Australia, pages 343-354 | |
[ICSE23b] | Compiler Test-Program Generation via Memoized Configuration Search [PDF] Junjie Chen, Chenyao Suo, Jiajun Jiang*, Peiqi Chen, Xingjian Li In: The 45th International Conference on Software Engineering, May. 14-20, 2023, Melbourne, Australia, pages 2035–2047 | |
[ASE22] | Toward Improving the Robustness of Deep Learning Models via Model Transformation [PDF] [Tool] [Media] Yingyi Zhang, Zan Wang, Jiajun Jiang*, Hanmo You, Junjie Chen In: The 37th IEEE/ACM International Conference on Automated Software Engineering, Oct. 10-14, 2022, Ann Arbor, Michigan, United States, pages 1-13 | |
[FSE21-C] | Accelerating Redundancy-Based Program Repair via Code Representation Learning and Adaptive Patch Filtering [PDF] [Media] Chen Yang, Jiajun Jiang, Junjie Chen In: The 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (Student Research Competition), Aug. 23-28, 2021, Athens, Greece, pages 1672-1674 Student Research Competition Award (Gold in undergraduate category) | |
[FSE21] | A Comprehensive Study on Learning-based PE Malware Family Classification Methods [PDF] [Tool] Yixuan Ma, Shuang Liu*, Jiajun Jiang, Guanhong Chen, Keqiu Li In: The 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (Industry), Aug. 23-28, 2021, Athens, Greece, pages 1314-1325 | |
[ICSME21] | Interactive Patch Filtering as Debugging Aid [PDF] [Tool] Jingjing Liang, Ruyi Ji, Jiajun Jiang, Shurui Zhou, Yiling Lou, Yingfei Xiong*, Gang Huang In: The 37th International Conference on Software Maintenance and Evolution, September 27 - October 1, 2021, Luxembourg City, pages 239-250 IEEE TCSE Distinguished Paper Award | |
[ICST21] | A Large-scale Study on API Misuses in the Wild [PDF] [Tool] Xia Li, Jiajun Jiang*, Samuel Benton, Yingfei Xiong, Lingming Zhang In: The IEEE International Conference on Software Testing, Verification and Validation, April 12–16, 2021, Virtual, pages 241-252 | |
[JOS21] | Survey of Automatic Program Repair Techniques [PDF] Jiajun Jiang, Junjie Chen*, Yingfei Xiong Journal of Software (In Chinese) 2021,32(9):2665−2690 | |
[ICSE21] | Semi-supervised Log-based Anomaly Detection via Probabilistic Label Estimation [PDF] [Tool] Lin Yang, Junjie Chen*, Zan Wang*, Weijing Wang, Jiajun Jiang, Xuyuan Dong, Wenbin Zhang In: The 43rd IEEE/ACM International Conference on Software Engineering, May 25-28, 2021, Virtual (originally in Madrid, Spain), pages 1448-1460 | |
[FSE20] | How to Mitigate the Incident? An Effective Troubleshooting Guide Recommendation Technique for Online Service System [PDF] Jiajun Jiang, Weihai Lu, Junjie Chen, Qingwei Lin*, Pu Zhao, Yu Kang, Hongyu Zhang, Yingfei Xiong, Feng Gao, Zhangwei Xu, Yingnong Dang, Dongmei Zhang In: The 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (Industry), November 8-13, 2020, Sacramento, California, United States, pages 1410–1420. | |
[JOS20] | Survey of Dynamic Analysis Based Program Invariant Synthesis Techniques [PDF] Bo Wang, Sirui Lu, Jiajun Jiang, Yingfei Xiong* Journal of Software (In Chinese) 2020,31(6):1681−1702 | |
[ASE19a] | Inferring Program Transformations From Singular Examples via Big Code [PDF] [Tool] [Media] Jiajun Jiang, Luyao Ren, Yingfei Xiong*, Lingming Zhang In: The 34th IEEE/ACM International Conference on Automated Software Engineering, November 11-15, 2019, San Diego, California, USA. pages 255-266. | |
[ASE19b] | Combining Spectrum-Based Fault Localization and Statistical Debugging: An Empirical Study [PDF] [Tool] Jiajun Jiang, Ran Wang, Yingfei Xiong*, Xiangping Chen, Lu Zhang In: The 34th IEEE/ACM International Conference on Automated Software Engineering, November 11-15, 2019, San Diego, California, USA. pages 502-514. | |
[SCIS19] | A Manual Inspection of Defects4J Bugs and Its Implications for Automatic Program Repair [PDF] [Data] Jiajun Jiang, Yingfei Xiong*, Xin Xia Science China Information Sciences, 62(10), 200102:1–200102:16. | |
[ISSTA18] | Shaping Program Repair Space with Existing Patches and Similar Code [PDF] [Tool] [Poster] Jiajun Jiang, Yingfei Xiong*, Hongyu Zhang, Qing Gao, Xiangqun Chen In: The 27th International Symposium on Software Testing and Analysis, July 16-21, 2018, Amsterdam, Netherlands, page 298-309. | |
[ECOOP16] | Transforming Programs between APIs with Many-to-Many Mappings [PDF] [Tool] Chenglong Wang#, Jiajun Jiang#, Jun Li#, Yingfei Xiong*, Xiangyu Luo, Lu Zhang, Zhenjiang Hu In: The 30th European Conference on Object-Oriented Programming 2016, July 18-22, 2016, Rome, Italy, page 25:1--25:26. |