Email: xingguang2955@163.com.
Address: East China University of Science and Technology, Shanghai, China.
Postcode: 200237.
09/2016~06/2021, East China University of Science and Technology, Ph.D. Advisors: Huiqun Yu, Guisheng Fan.
07/2015~08/2015, Institute of electronics, Chinese Academy of Sciences, trainee.
09/2012~06/2016, China University of mining and technology, Bachelor Diploma of Information Security.
09/2009~06/2012, Hushan Middle School.
[1] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang. DEJIT: A differential evolution algorithm for effort-aware just-in-time software defect prediction. International Journal of Software Engineering and Knowledge Engineering (IJSEKE), 2021, 31(3): 289-310. (CCF C类期刊, SCI检索号: 000636815500001)
[2] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kai Shi, Liqiong Chen. Local versus global models for just-in-time software defect prediction. Scientific Programming, 2019: 2384706:1-2384706:13. (SCI检索号: 000472887800001)
[3] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang. SPD-ORB: A new learning model for online just-in-time software defect prediction. IEEE Transactions on Reliability. (SCI检索, 大修)
[4] Xingguang Yang, Huiqun Yu, Guisheng Fan, Zijie Huang, Kang Yang, Ziyi Zhou. An empirical study of classifier-agnostic interpretation technique for just-in-time software defect prediction. 17th EAI International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2021: 1-21. (CCF C类会议, 已录用)
[5] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang. An empirical study on optimal solutions selection strategies for effort-aware just-in-time software defect prediction. 31st International Conference on Software Engineering and Knowledge Engineering (SEKE), 2019: 319-324. (CCF C类会议, EI检索号: 20193507379051)
[6] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang. A differential evolution-based approach for effort-aware just-in-time software defect prediction. The 1st International Workshop on Representation Learning for Software Engineering and Program Languages (RL+SE&PL), Co-located with ACM SIGSOFT Conference on the Foundations of Software Engineering (FSE), 2020: 13-16. (CCF A类会议workshop, EI检索号: 20204909576035)
[7] Xingguang Yang, Huiqun Yu, Guisheng Fan, Kang Yang, Kai Shi. An empirical study on progressive sampling for just-in-time software defect prediction. Proceedings of the 7th International Workshop on Quantitative Approaches to Software Quality (QuASoQ), Co-located with 26th Asia-Pacific Software Engineering Conference (APSEC), 2019: 12-18. (CCF C类会议workshop, EI检索号: 20195207892878)
[8] 杨星光, 虞慧群, 范贵生, 黄子杰, 杨康. 面向多目标即时缺陷预测的最优解选择策略. 电子学报. (CCF A类中文期刊, 审稿中)
[9] Xingguang Yang, Huiqun Yu, Jianmei Guo, Guisheng Fan, Kai Shi. Underfloor heating users prediction based on SVDD. 5th International Conference on Progress in Informatics and Computing(PIC), 2017: 435-439. (EI检索号: 20182405301225)
[10] 黄燕, 徐贤, 虞慧群, 杨星光. 一种特征迁移和域自适应的异质缺陷预测方法[J]. 小型微型计算机系统. (CCF B类中文期刊, 已录用)
[11] 黄晓伟, 范贵生, 虞慧群, 杨星光. 基于重子节点抽象语法树的软件缺陷预测[J]. 计算机工程. (CCF C类中文期刊, doi: 10.19678/j.issn.1000-3428.0060389)
[12] 范贵生, 陈玎乐, 杨星光, 虞慧群. 基于差分演化算法的跨项目缺陷预测方法[J]. 计算工程与设计. (CCF C类中文期刊, 已录用)
[13] Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang. Software defect prediction based on fourier learning[C]. IEEE International Conference on Progress in Informatics and Computing (PIC), 2018: 388-392. (EI检索号: 20192106964295)
[14] Minyang Yi, Guisheng Fan, Huiqun Yu, Xingguang Yang. An empirical study on the impact of class overlap in just-in-time software defect prediction[C]. 33st International Conference on Software Engineering and Knowledge Engineering (SEKE), 2021:75-78. (CCF C类会议)
[15] Kai Shi, Huiqun Yu, Jianmei Guo, Guisheng Fan, Xingguang Yang. A parallel portfolio approach to configuration optimization for large software product lines[J]. Software: Practice and Experience (SPE), 2018, 48(9): 1588-1606.(CCF B类期刊, SCI检索号: 000440932300004)
[16] Kai Shi, Huiqun Yu, Jianmei Guo, Guisheng Fan, Xingguang Yang. A parallel framework of combining satisfiability modulo theory with indicator-based evolutionary algorithm for configuring large and real software product lines[J]. International Journal on Software Engineering and Knowledge Engineering (IJSEKE), 2019, 29(4): 489-513. (CCF C类期刊, SCI检索号:000465941100002)
[17] Kai Shi, Huiqun Yu, Guisheng Fan, Jianmei Guo, Liqiong Chen, Xingguang Yang, Huaiying Sun. Mutation with local searching and elite inheritance mechanism for multi-objective optimization algorithm: A case study in software product line[J]. International Journal of Software Engineering and Knowledge Engineering (IJSEKE), 2019, 29(09): 1347-1378. (CCF C类期刊, SCI检索号: 000489862900006)
[18] Huiqun Yu, Kai Shi, Jianmei Guo, GuiSheng Fan, Xingguang Yang, Liqiong Chen. Combining constraint solving with different MOEAs for configuring large software product lines: A case study[C]. Internatonal Computer Software and Applications Conference (COMPSAC), 2018: 54-63. (CCF C类会议, EI检索号: 20184406004237)
[19] Kai Shi, Huiqun Yu, Guisheng Fan, Xingguang Yang, Zheng Song. imBBO: An improved biogeography-based optimization algorithm[C]. International Conference on Green, Pervasive and Cloud Computing (GPC), 2018: 284-297. (EI检索号: 20191506764451)
[20] Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang. Code prediction based on graph embedding model[C]. International Conference on Collaborative Computing: Networking, Applications and Worksharing (CollaborateCom), 2020: 419-430. (CCF C类会议)
[21] Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang. Graph embedding code prediction model integrating semantic features[J]. Computer Science and Information Systems, 2020, 17(3): 907-926. (SCI检索号: 000580043200015)
[22] Zijie Huang, Zhiqing Shao, Guisheng Fan, Jianhua Gao, Ziyi Zhou, Kang Yang, Xingguang Yang. Predicting community smells’ occurrence on individual developers by sentiments[C]. The 29th IEEE/ACM International Conference on Program Comprehension (ICPC), 2021: 230-241. (CCF B类会议, 已录用)
[23] Zijie Huang, Zhiqing Shao, Guisheng Fan, Huiqun Yu, Xingguang Yang, Ziyi Zhou. Predicting bug report priority by sentiment- and community-oriented socio-technical features[C]. The 32nd International Symposium on Software Reliability Engineering (ISSRE). (CCF B类会议, 审稿中)
[24] Kang Yang, Huiqun Yu, Guisheng Fan, Xingguang Yang. A graph sequence neural architecture for next code prediction with semantic structure features[J]. Journal of Software: Evolution and Process (JSEP). (CCF B类期刊, 大修)
[25] Ziyi Zhou, Huiqun Yu, Guisheng Fan, Zijie Huang, Xingguang Yang, Kang Yang. Summarizing source code with hierarchical code representation[J]. Information and Software Technology (IST). (CCF B类期刊, 大修)