My research interests are software testing in combination with search-based techniques, source code analysis, program slicing and state based model slicing and testing. I orgnized the Chinese Search bases Software Engineering workshops (csbse.org) since 2011.
My present work on software engineering includes regression, test case prioritisation, test case generation using genetic, algorithms and empirical investigations of software.
* Program Slicing and Merging
My present work on program slicing concentrates on empirical; studies of new slice-base analyzes and on generating a better; technique by combining program slicing and domain level techniques.
* State-based Model Slicing and Testing
My interest in State-based Model Slicing and Testing has focused on developing algorithms, methods and techniques for scaling down the size and complexity of a model on both theoretical level and empirical level.
Teaching
I am teaching Advanced Software Engineering during 2025-2026.
Postgraduates
Funding
Test Case Optimization in Continuous Integration based on Deep Reinforcement Learning
2019-01 to 2022-12 | Grant
National Natural Science Foundation of China
GRANT_NUMBER: 61872026
EFSM Slicing and Testing
2015-01 to 2018-12 | Grant
National Natural Science Foundation of China
GRANT_NUMBER: 61472025
GPGPU Based Test Case Prioritization
2012-01 to 2014-12 | Grant
National Natural Science Foundation of China
GRANT_NUMBER: 61170082
Test Generation Based on EFSM Slicing
2010-01 to 2011-12 | Grant
National Natural Science Foundation of China
GRANT_NUMBER: 60903002
Vertical Project
Horizontal Project
Publications
[+][-]Selected Publications
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2030
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2029
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2028
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2027
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2026
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2025
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2024
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]2023
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
[+][-]before 2023
1. DOI
Binkley, David;Gold, Nicolas;Harman, Mark;Islam, Syed;Krinke, Jens;Li, Zheng Efficient Identification of Linchpin Vertices in Dependence Clusters[期刊论文]，ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS，2013-07-01
2. DOI
Androutsopoulos, Kelly;Clark, David;Harman, Mark;Hierons, Robert M.;Li, Zheng;Tratt, Laurence Amorphous Slicing of Extended Finite State Machines[期刊论文]，IEEE TRANSACTIONS ON SOFTWARE ENGINEERING，2013-07-01
3. DOI
Ye, Sixiang;Sun, Zeyu;Wang, Guoqing;Guo, Liwei;Liang, Qingyuan;Li, Zheng;Liu, Yong Prompt Alchemy: Automatic Prompt Refinement for Enhancing Code Generation[期刊论文]，IEEE Transactions on Software Engineering，2025-01-01
4. DOI
刘恒源,李征,Kang, Xiaolan,武淑美,Paul, Doyle,Chen, Xiang,刘勇 SCOPE: Hybrid optimization strategy for higher-order mutation-based fault localization[期刊论文]，Information and Software Technology，2025-12-01
5. DOI
Wu, Shumei;Yang, Binbin;Chang, Zexing;Li, Zheng;Chen, Xiang;Liu, Yong Boosting mutation-based fault localization by effectively generating Higher-Order Mutants[期刊论文]，INFORMATION AND SOFTWARE TECHNOLOGY，2025-04-01
6. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Chen, Xiang;Paul, Doyle;Liu, Yong Integrating neural mutation into mutation-based fault localization: A hybrid approach[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2025-03-01
7. DOI
Li, Zheng;Li, Mingyu;Wu, Shumei;Xu, Shunqing;Chen, Xiang;Liu, Yong GBSR: Graph-based suspiciousness refinement for improving fault localization[期刊论文]，JOURNAL OF SYSTEMS AND SOFTWARE，2024-12-01
8. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，FSE Companion - Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering，2024-07-10
9. DOI
Liu, Hengyuan;Li, Zheng;Han, Baolong;Liu, Yangtao;Chen, Xiang;Liu, Yong Delta4Ms: Improving mutation-based fault localization by eliminating mutant bias[期刊论文]，Software Testing Verification and Reliability，2024-06-01
11. DOI
Liu, Yangtao;Liu, Hengyuan;Yang, Zezhong;Li, Zheng;Liu, Yong Empirical Evaluation of Large Language Models for Novice Program Fault Localization[会议论文]，IEEE International Conference on Software Quality, Reliability and Security, QRS，2024-01-01
12. DOI
Wu, Yonghao;Li, Zheng;Zhang, Jie M.;Liu, Yong ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair[会议论文]，COMPANION PROCEEDINGS OF THE 32ND ACM INTERNATIONAL CONFERENCE ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, FSE COMPANION 2024，2024-01-01
13. DOI
Li, Zheng;Wu, Shumei;Liu, Yong;Shen, Jitao;Wu, Yonghao;Zhang, Zhanwen;Chen, Xiang VsusFL: Variable-suspiciousness-based Fault Localization for novice programs[期刊论文]，Journal of Systems and Software，2023-11-01
14. DOI
Wu, Shumei;Chang, Zexing;Zhang, Zhanwen;Li, Zheng;Liu, Yong DTester: Diversity-Driven Test Case Generation for Web Applications[期刊论文]，INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING，2023-10-26
Yonghao Wu, Zheng Li, Jie M. Zhang, Yong Liu ConDefects: A Complementary Dataset to Address the Data Leakage Concern for LLM-Based Fault Localization and Program Repair. SIGSOFT FSE Companion2024: 642-646
Haifeng Wang, Zheng Li, Yong Liu, Xiang Chen: An Empirical Study on Higher-Order Mutation-Based Fault Localization. Int. J. Softw. Eng. Knowl. Eng.32(1): 1-35 (2022)
Qun Mao, Weiwei Wang, Feng You, Ruilian Zhao, Zheng Li: User behavior pattern mining and reuse across similar Android apps. J. Syst. Softw.183: 111085 (2022)
Yonghao Wu, Yong Liu, Weibo Wang, Zheng Li, Xiang Chen, Paul Doyle: Theoretical Analysis and Empirical Study on the Impact of Coincidental Correct Test Cases in Multiple Fault Localization. IEEE Trans. Reliab.71(2): 830-849 (2022)
Haifeng Wang, Zheng Li, Yong Liu, Xiang Chen, Paul D. Franzon, Yuxiaoyang Cai, Luxi Fan: Can Higher-Order Mutants Improve the Performance of Mutation-Based Fault Localization? IEEE Trans. Reliab.71(2): 1157-1173 (2022)
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