陶红伟

	姓名	陶红伟	性别	男
	职称	教授	电话	/
	电子邮件	tthhww_811@163.com
	通信地址	郑州市高新区科学大道136号
	研究方向	形式化方法；可信软件；大数据分析
工作简历
(1) 2023-01至今，郑州轻工业大学，计算机科学与技术学院，教授 (2) 2016-06至2022-12，郑州轻工业大学，计算机科学与技术学院，副教授 (3) 2014-12至2016-05，信息工程大学，网络空间安全学院，副教授 (4) 2011-06至2014-11，信息工程大学，网络空间安全学院，讲师
科研项目（5项左右）
(1)基于深度迁移学习的跨项目软件缺陷预测关键技术研究,河南省科技攻关项目, 2024-2025,主持 (2)开源软件版本之间兼容性可信量化分析,华为技术有限公司横向项目课题, 2023-2024,主持 (3)基于机器学习的软件缺陷预测关键技术研究,河南省科技攻关项目, 2023-2024,主持 (4)数字助力-河南AI人才培养（高校AI人才培养）,中华思源工程基金会公益项目, 2022-2023,主持 (5)软件代码级可信性度量与增强关键技术研究,河南省科技攻关项目, 2021-2022,主持 (6)分层可信的韧性系统架构,华为技术有限公司横向项目, 2021-2022,第2 (7)可信度量方法,华为技术有限公司横向项目, 2020-2021,第2
学术及科研成果
论文： Hongwei Tao, Tao Wang, Zhenhao Geng, Xiaoxu Niu, Qiaoling Cao. Software Defect Prediction Based on Graph Code Semantics. Expert Systems With Applications, 298(2026):129842, 2026. (TOP, SCI) Xiaoxu Niu#,Hongwei Tao#∗, Qiaoling Cao, Tao Wang, Jianxun Wan, Zhenhao Geng.Prediction of Incompatible Bug Numbers Between Versions of Java Open-Source Software Based on Deep Fusion Features. Expert Systems with Applications, 269(2025):126444, 2025. (TOP, SCI) Yanjun Wang#, Pu Wang#,Hongwei Tao#∗, Tao Wang, Zhenhao Geng, Yongheng Xie. Cross Project Defect Prediction Based on Transfer Graph Convolutional Network. Empirical Software Engineering, 31(2): 1-73, 2025.(CCF B, SCI) Hongwei Tao, Han Liu, Xiaoxu Niu, Licheng Ding, Yixiang Chen, Qiaoling Cao. Software Aging Oriented Trustworthiness Measurement Based on Weighted Boltzmann Entropy.Information and Software Technology, 178(2025): 107606, 2025.(CCF B, SCI) Hongwei Tao, Qiaoling Cao, Haoran Chen1 Yanting Li, Xiaoxu Niu, Tao Wang, Zhenhao Geng, Songtao Shang. Software Defect Prediction Method Based on Clustering Ensemble Learning.IET Software,2024: 6294422, 2024. (CCF B, SCI) Hongwei Tao*#, Xiaoxu Niu#, Lang Xu, Lianyou Fu, Qiaoling Cao, Haoran Chen, Songtao Shang, Yang Xian. A Comparative Study of Software Defect Binomial Classification Prediction Models Based on Machine Learning. Software Quality Journal, 32(3):1203–1237, 2024.(CCF C, SCI) Hongwei Tao, Lianyou Fu, Qiaoling Cao, Xiaoxu Niu, Haoran Chen, Songtao Shang, Yang Xian. Cross-Project Defect Prediction using Transfer Learning with Long Short-Term Memory Networks. IET Software, 2024: 5550801, 2024. (CCF B, SCI) Hongwei Tao, Xiaoxu Niu, Lianyou Fu, Shuze Yuan, Xiao Wang, Jiaxue Zhang, Yinghui Hu. DeepRS: A Library of Recommendation Algorithms Based on Deep Learning.International Journal of Computational Intelligence Systems, 15:45,2022.(SCI) Hongwei Tao*, Yinghui Hu, Hui Li, Deqiang Fan, Haoran Chen. The Credibility Measurement Model of Food Safety On-chain Data Based on Blockchain. Journal of Internet Technology, 23(4):719-725, 2022. (SCI) Hongwei Tao, Yixiang Chen, Han Liu, Hengyang Wu, Yinghui Hu. Attributes Oriented Software Trustworthiness Measure Based on Axiomatic Approaches. Journal of Internet Technology, 23(3): 583-592, 2022.(SCI) Hongwei Tao, Yixiang Chen, Hengyang Wu. Theoretical and Empirical Validation of Software Trustworthiness Measure Based on Decomposition of Attributes. Connection Science, 34(1):1181-1200, 2022.(CCF C, SCI) Hongwei Tao, Yixiang Chen, Hengyang Wu. A Reallocation Approach for Software Trustworthiness Based on Trustworthy Attributes. Mathematics, 8(14): 1-15, 2020.(SCI) 专著：* 陈仪香,陶红伟.软件可信性度量评估与增强规范,科学出版社, 2019. (国家科学技术学术著作出版基金专著) 奖励：陶红伟(2/6),软件系统可信性量化评估方法及应用,中国计算机学会,科技进步,二等奖, 2022. 专利：陶红伟,王璞,王艳军,王涛等.基于迁移图神经网络的跨项目软件缺陷预测方法, 2025-03-06,中国, CN202510261553.0 陶红伟,王涛,赵杰,耿镇昊等.基于图代码语义的软件缺陷预测方法, 2025-02-14,中国, CN202510163853.5 陶红伟,牛晓旭,赵杰,王涛等.基于融合特征的Java开源软件版本间不兼容Bug数量预测方法, 2025-01-13,中国, CN202510048371.5 陶红伟,牛晓旭,王涛,曹巧玲,耿镇昊.基于Java开源软件的版本间兼容性可信性量化评估方法, 2024-11-15,中国, CN202411036321 .7 陶红伟,曹巧玲,赵杰,陈浩然等.基于聚类集成学习的软件缺陷预测方法, 2024-09-10,中国, CN202410817614.2. 陶红伟,胡英辉,赵杰,张静,尚松涛等.基于区块链的食品安全上链数据可信性度量方法, 2023-09-01中国, ZL202110876616.5. 陶红伟,付连友,陈浩然,牛晓旭,曹巧玲等.基于迁移学习的跨项目软件缺陷数量预测方法, 2023-8-18,中国, CN 202311043463.1. 陶红伟,咸阳,陈浩然,尚松涛,赵杰,蒋敏.一种食品质量安全追踪溯源系统及算法, 2023-07-28,中国, CN 202211450014.4. 陶红伟,袁书泽,胡英辉,张秋闻,王晓,马江涛.一种基于深度学习的推荐算法系统, 2023-07-18,中国, ZL202110868848.6.