李志强  陕西师范大学

副教授

从事产业研究领域：

人工智能、软件测评及应用、计算机技术；

专业特长所获荣誉：

目前主要从事智能化软件工程方面的研究，旨在利用人工智能、程序分析等相关技术对软件开发过程中产生的软件历史数据进行挖掘分析，以提升软件开发的效率和质量。特别是软件缺陷预测、经验软件工程等方面研究。

主要论著业内成果：

近年来，主持国家自然科学基金青年项目1项、陕西省自然科学基金2项，曾参与多个国家自然科学基金、省部级基金等项目研究工作。在国内外知名期刊和会议上发表学术论文40余篇，包括IEEE Transactions on Software Engineering(TSE)、IEEE Transactions onSoftware Engineering(ASEJ)、Software Testing,Verification and Reliability(STVR)、IET Software、IJCAI、ICSME、ESEM、ICWS等。代表性论文如下：

[1]Zhiqiang Li*,Hongyu Zhang,Xiao-Yuan Jing*,Juanying Xie,Min Guo,Jie Ren.DSSDPP:Data selection and sampling based domain programming predictor for cross-project defect prediction.lEEE Transactions on Software Engineering,2023,49(4):1941-1963

[2]Zhiqiang Li,Xiao-Yuan Jing,Xiaoke Zhu,Hongyu Zhang,Baowen Xu,Shi Ying.Onthe multiple sources and privacy preservation issues for heterogeneous defectprediction.lEEE Transactions on Software Engineering,2019,45(4):391-411.

[3]Haowen Chen,Xiao-Yuan Jing*,Zhiqiang Li*,Di Wu,Yi Peng,Zhiguo Huang.Anempirical study on heterogeneous defect prediction approaches.lEEE Transactionson Software Engineering,2021,47(12):2803-2822.

[4]Zhiqiang Li*,Hongyu Zhang,Xiao-Yuan Jing,Wangyang Yu,Yueyue Liu.Unsupervisedsoftware defect prediction through multi-view clustering.lEEE Transactions oReliability,2025,74(3):3356-3370.

[5] Haiyang Liu, Zhiqiang Li*, Hongyu Zhang,Xiao-Yuan Jing,Jinhui Liu. CFG2AT:Control flow graph and graph Attention network-based software defect prediction.IEEE Transactions on Reliability, 2025,74(3):3412-3426.

[6] Zhiqiang Li*,Jingwen Niu, Xiao-Yuan Jing, Wangyang Yu, Chao Qi. Cross-project defect prediction via landmark selection-based kernelized discriminant subspace alignment.IEEE Transactions on Reliability, 2021, 70(3): 996-1013.

[7] Zhiqiang Li*, Wenzhi Zhu, Hongyu Zhang, Yuantian Miao, Jie Ren. The impact of unsupervised feature selection techniques on the performance and interpretation of defect prediction models.Automated Software Engineering,2025,32(2):1-48.

[8] Zhiqiang Li*, Jingwen Niu, Xiao-Yuan Jing. Software defect prediction: future directions and challenges. Automated Software Engineering, 2024, 31(1): 1-14.

[9] Zhiqiang Li*, Qiannan Du, Hongyu Zhang, Xiao-Yuan Jing, Fei Wu. An empirical study of data sampling techniques for just-in-time software defect prediction. Automated Software Engineering, 2024, 31(2): 1-40.

[10] 李志强，马睿，张洪宇，荆晓远，任杰，刘金会，SZZ误标变更对移动APP即时缺陷预测性能和解释的影响，软件学报，2025，36（10)：4558-4589.

学术、社团职务：

中国计算机学会（CCF）高级会员、担任IEEE Transactions on Software Engineering (TSE)、IEEE Transactions on Reliability (TR)、Empirical Software Engineering (EMSE)、Automated Software Engineering (ASEJ) Journal of Systems and Software (JSS)、Information and Software Technology (IST) Software Testing, Verification and Reliability (STvR)、 Software Quality Journal（SQJ)、软件学报、计算机学报等国内外高水平期刊审稿人。