Zhen Ming Jiang

82 papers A* 4A 8B 6C 3Journal 39Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AIware in the Foundation Model Era. IEEE Softw. Zhen Ming Jiang, Ahmed E. Hassan, Thomas Zimmermann, Mark Harman
2025	J	`jnl`	A Pilot Study on LLM-Based Agentic Translation from Android to iOS: Pitfalls and Insights. CoRR Zhili Zeng, Kimya Khakzad Shahandashti, Alvine Boaye Belle, Song Wang, Zhen Ming Jiang
2025	J	`jnl`	BloomAPR: A Bloom's Taxonomy-based Framework for Assessing the Capabilities of LLM-Powered APR Solutions. CoRR Yinghang Ma, Jiho Shin, Léuson M. P. da Silva, Zhen Ming Jiang, Song Wang, Foutse Khomh, Shin Hwei Tan
2025	J	`jnl`	MemoCoder: Automated Function Synthesis using LLM-Supported Agents. CoRR Yiping Jia, Zhen Ming Jiang, Shayan Noei, Ying Zou
2025	J	`jnl`	Test Case Generation from Bug Reports via Large Language Models: A Cognitive Layered Evaluation Framework. CoRR Irtaza Sajid Qureshi, Zhen Ming Jiang
2025	J	`jnl`	The Hitchhikers Guide to Production-ready Trustworthy Foundation Model powered Software (FMware). CoRR Kirill Vasilevski, Benjamin Rombaut, Gopi Krishnan Rajbahadur, Gustavo Ansaldi Oliva, Keheliya Gallaba, Filipe Roseiro Côgo, Jiahuei Lin, Dayi Lin, Haoxiang Zhang, Bouyan Chen, Kishanthan Thangarajah, Ahmed E. Hassan, Zhen Ming Jiang
2024	J	`jnl`	Checker Bug Detection and Repair in Deep Learning Libraries. CoRR Nima Shiri Harzevili, Mohammad Mahdi Mohajer, Jiho Shin, Moshi Wei, Gias Uddin, Jinqiu Yang, Junjie Wang, Song Wang, Zhen Ming Jiang, Nachiappan Nagappan
2024	B	`conf`	Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications. ICPE Alexandru Baluta, Yar Rouf, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
2024	J	`jnl`	Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting. IEEE Access Hao Li, Gopi Krishnan Rajbahadur, Dayi Lin, Cor-Paul Bezemer, Zhen Ming Jiang
2024	J	`jnl`	Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting. CoRR Hao Li, Gopi Krishnan Rajbahadur, Dayi Lin, Cor-Paul Bezemer, Zhen Ming Jiang
2024	J	`jnl`	Predicting post-release defects with knowledge units (KUs) of programming languages: an empirical study. CoRR Md. Ahasanuzzaman, Gustavo Ansaldi Oliva, Ahmed E. Hassan, Zhen Ming Jiang
2024	J	`jnl`	Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware. CoRR Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, Keheliya Gallaba, Filipe Roseiro Côgo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Ansaldi Oliva, Jiahuei Lin, Wali Mohammad Abdullah, Zhen Ming Jiang
2024	J	`jnl`	Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers. CoRR Ahmed E. Hassan, Gustavo Ansaldi Oliva, Dayi Lin, Boyuan Chen, Zhen Ming Jiang
2024	J	`jnl`	SimClone: Detecting Tabular Data Clones using Value Similarity. CoRR Xu Yang, Gopi Krishnan Rajbahadur, Dayi Lin, Shaowei Wang, Zhen Ming Jiang
2024	J	`jnl`	Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap. CoRR Ahmed E. Hassan, Gustavo Ansaldi Oliva, Dayi Lin, Boyuan Chen, Zhen Ming Jiang
2023	J	`jnl`	A First Look at Fairness of Machine Learning Based Code Reviewer Recommendation. CoRR Mohammad Mahdi Mohajer, Alvine Boaye Belle, Nima Shiri Harzevili, Junjie Wang, Hadi Hemmati, Song Wang, Zhen Ming Jiang
2023	J	`jnl`	A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning. CoRR Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Song Wang, Zhen Ming Jiang, Nachiappan Nagappan
2023	J	`jnl`	A Survey on Query-based API Recommendation. CoRR Moshi Wei, Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Lin Shi, Jinqiu Yang, Song Wang, Zhen Ming Jiang
2023	J	`jnl`	Assessing the Maturity of Model Maintenance Techniques for AIOps Solutions. CoRR Yingzhe Lyu, Heng Li, Zhen Ming Jiang, Ahmed E. Hassan
2023	J	`jnl`	Bug Characterization in Machine Learning-based Systems. CoRR Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon, Foutse Khomh, Zhen Ming Jiang
2023	J	`jnl`	Studying the Practices of Testing Machine Learning Software in the Wild. CoRR Moses Openja, Foutse Khomh, Armstrong Foundjem, Zhen Ming Jiang, Mouna Abidi, Ahmed E. Hassan
2022	J	`jnl`	An Empirical Study of Challenges in Converting Deep Learning Models. CoRR Moses Openja, Amin Nikanjam, Ahmed Haj Yahmed, Foutse Khomh, Zhen Ming Jiang
2022	J	`jnl`	An Experience Report on Producing Verifiable Builds for Large-Scale Commercial Systems. IEEE Trans. Software Eng. Yong Shi, Mingzhi Wen, Filipe Roseiro Côgo, Boyuan Chen, Zhen Ming Jiang
2022	J	`jnl`	Bugs in Machine Learning-based Systems: A Faultload Benchmark. CoRR Mohammad Mehdi Morovati, Amin Nikanjam, Foutse Khomh, Zhen Ming Jiang
2022	B	`conf`	Evaluating the Scalability and Elasticity of Function as a Service Platform. ICPE Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
2022	J	`jnl`	GitHub Copilot AI pair programmer: Asset or Liability? CoRR Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming Jiang
2022	J	`jnl`	Has Your FaaS Application Been Decommissioned Yet? - A Case Study on the Idle Timeout in Function as a Service Infrastructure. CoRR Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu
2022	—	`conf`	Towards Build Verifiability for Java-based Systems. ICSE (SEIP) Jiawen Xiong, Yong Shi, Boyuan Chen, Filipe Roseiro Côgo, Zhen Ming Jiang
2022	J	`jnl`	Towards Build Verifiability for Java-based Systems. CoRR Jiawen Xiong, Yong Shi, Boyuan Chen, Filipe Roseiro Côgo, Zhen Ming Jiang
2022	A*	`conf`	Towards Training Reproducible Deep Learning Models. ICSE Boyuan Chen, Mingzhi Wen, Yong Shi, Dayi Lin, Gopi Krishnan Rajbahadur, Zhen Ming Jiang
2022	J	`jnl`	Towards Training Reproducible Deep Learning Models. CoRR Boyuan Chen, Mingzhi Wen, Yong Shi, Dayi Lin, Gopi Krishnan Rajbahadur, Zhen Ming Jiang
2022	J	`jnl`	Towards a Change Taxonomy for Machine Learning Systems. CoRR Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming Jiang, Bram Adams
2022	J	`jnl`	Towards a consistent interpretation of AIOps models. CoRR Yingzhe Lyu, Gopi Krishnan Rajbahadur, Dayi Lin, Boyuan Chen, Zhen Ming Jiang
2021	J	`jnl`	Can I use this publicly available dataset to build commercial AI software? Most likely not. CoRR Gopi Krishnan Rajbahadur, Erika Tuck, Li Zi, Zhang Wei, Dayi Lin, Boyuan Chen, Zhen Ming Jiang, Daniel Morales German
2020	J	`jnl`	An Empirical Study on Release Engineering Practices in Open Source ML Package Repositories. CoRR Minke Xiu, Ellis E. Eghan, Zhen Ming Jiang, Bram Adams
2019	A*	`conf`	An Industrial Experience Report on Performance-Aware Refactoring on a Database-Centric Web Application. ASE Boyuan Chen, Zhen Ming Jiang, Paul Matos, Michael Lacaria
2019	J	`jnl`	Performance Issues? Hey DevOps, Mind the Uncertainty. IEEE Softw. Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg
2017	—	`conf`	Analytics-Driven Load Testing: An Industrial Experience Report on Load Testing of Large-Scale Systems. ICSE-SEIP Tse-Hsun Chen, Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2017	J	`jnl`	Continuous validation of performance test workloads. Autom. Softw. Eng. Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan
2016	A	`conf`	A Framework to Evaluate the Effectiveness of Different Load Testing Analysis Techniques. ICST Ruoyu Gao, Zhen Ming Jiang, Cornel Barna, Marin Litoiu
2016	J	`jnl`	Anomaly detection in performance regression testing by transaction profile estimation. Softw. Test. Verification Reliab. Shadi Ghaith, Miao Wang, Philip Perry, Zhen Ming Jiang, Patrick O'Sullivan, John Murphy
2016	J	`jnl`	Finding and Evaluating the Performance Impact of Redundant Data Access for Applications that are Developed Using Object-Relational Mapping Frameworks. IEEE Trans. Software Eng. Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2015	J	`jnl`	A Survey on Load Testing of Large-Scale Software Systems. IEEE Trans. Software Eng. Zhen Ming Jiang, Ahmed E. Hassan
2015	—	`conf`	An Industrial Case Study on the Automated Detection of Performance Regressions in Heterogeneous Environments. ICSE (2) King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Parminder Flora
2015	B	`conf`	LT 2015: The Fourth International Workshop on Large-Scale Testing. ICPE Zhen Ming Jiang, Andreas Brunnert
2015	—	`ed.`	Proceedings of the 4th International Workshop on Large-Scale Testing, LT'15, Austin, TX, USA, February 1, 2015 LT@ICPE Andreas Brunnert, Zhen Ming Jiang
2014	J	`jnl`	An exploratory study of the evolution of communicated information about the execution of large software systems. J. Softw. Evol. Process. Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Michael W. Godfrey, Mohamed N. Nasser, Parminder Flora
2014	B	`conf`	Continuous validation of load test suites. ICPE Mark D. Syer, Zhen Ming Jiang, Meiyappan Nagappan, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2014	A*	`conf`	Detecting performance anti-patterns for applications developed using object-relational mapping. ICSE Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2014	—	`ed.`	LT'14, Proceedings of the 2014 ACM International Workshop on Large Scale Testing, Dublin, Ireland, March 22-26, 2014 LT@ICPE Marin Litoiu, Thomas Cerqueus, Zhen Ming Jiang, Eduardo Cunha de Almeida
2014	A	`conf`	Understanding Log Lines Using Development Knowledge. ICSME Weiyi Shang, Meiyappan Nagappan, Ahmed E. Hassan, Zhen Ming Jiang
2013	—	`conf`	2nd International Workshop on Load Testing of Large Software Systems (LT 2013). CASCON Zhen Ming Jiang, Marin Litoiu, Ahmed E. Hassan, Paul Vytas
2013	A*	`conf`	Assisting developers of big data analytics applications when deploying on hadoop clouds. ICSE Weiyi Shang, Zhen Ming Jiang, Hadi Hemmati, Bram Adams, Ahmed E. Hassan, Patrick Martin
2013	—	`conf`	Leveraging Performance Counters and Execution Logs to Diagnose Memory-Related Performance Issues. ICSM Mark D. Syer, Zhen Ming Jiang, Meiyappan Nagappan, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2012	—	`conf`	An industrial study on the risk of software changes. SIGSOFT FSE Emad Shihab, Ahmed E. Hassan, Bram Adams, Zhen Ming Jiang
2012	B	`conf`	Automated detection of performance regressions using statistical process control techniques. ICPE Thanh H. D. Nguyen, Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2011	—	`conf`	An Exploratory Study of the Evolution of Communicated Information about the Execution of Large Software Systems. WCRE Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Michael W. Godfrey, Mohamed N. Nasser, Parminder Flora
2011	C	`conf`	Automated Verification of Load Tests Using Control Charts. APSEC Thanh H. D. Nguyen, Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
2011	—	`conf`	Modeling the performance of Ultra-Large-Scale systems using layered simulations. MESOCA King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Kim Martin, Parminder Flora
2011	J	`jnl`	Prioritizing the creation of unit tests in legacy software systems. Softw. Pract. Exp. Emad Shihab, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Robert Bowerman
2010	—	`conf`	An Industrial Case Study on Speeding Up User Acceptance Testing by Mining Execution Logs. SSIRI Zhen Ming Jiang, Alberto Avritzer, Emad Shihab, Ahmed E. Hassan, Parminder Flora
2010	A	`conf`	Automated analysis of load testing results. ISSTA Zhen Ming Jiang
2010	—	`conf`	Automatic Comparison of Load Tests to Support the Performance Analysis of Large Enterprise Systems. CSMR Haroon Malik, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann
2010	—	`conf`	Identifying crosscutting concerns using historical code changes. ICSE (1) Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan
2010	A	`conf`	Mining Challenge 2010: FreeBSD, GNOME Desktop and Debian/Ubuntu. MSR Abram Hindle, Israel Herraiz, Emad Shihab, Zhen Ming Jiang
2010	—	`conf`	Mining Performance Regression Testing Repositories for Automated Performance Analysis. QSIC King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Parminder Flora
2010	—	`conf`	Prioritizing Unit Test Creation for Test-Driven Maintenance of Legacy Systems. QSIC Emad Shihab, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Robert Bowerman
2010	A	`conf`	Understanding the impact of code and process metrics on post-release defects: a case study on the Eclipse project. ESEM Emad Shihab, Zhen Ming Jiang, Walid M. Ibrahim, Bram Adams, Ahmed E. Hassan
2009	—	`conf`	Automated performance analysis of load tests. ICSM Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
2009	A	`conf`	MapReduce as a general framework to support research in Mining Software Repositories (MSR). MSR Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan
2009	A	`conf`	On the use of Internet Relay Chat (IRC) meetings by developers of the GNOME GTK+ project. MSR Emad Shihab, Zhen Ming Jiang, Ahmed E. Hassan
2009	—	`conf`	Studying the use of developer IRC meetings in open source projects. ICSM Emad Shihab, Zhen Ming Jiang, Ahmed E. Hassan
2008	—	`conf`	Abstracting Execution Logs to Execution Events for Enterprise Applications (Short Paper). QSIC Zhen Ming Jiang, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann
2008	J	`jnl`	An automated approach for abstracting execution logs to execution events. J. Softw. Maintenance Res. Pract. Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
2008	—	`conf`	Automatic identification of load testing problems. ICSM Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
2008	—	`conf`	Retrieving relevant reports from a customer engagement repository. ICSM Dharmesh Thakkar, Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora
2008	—	`conf`	Understanding the rationale for updating a function's comment. ICSM Haroon Malik, Istehad Chowdhury, Hsiao-Ming Tsou, Zhen Ming Jiang, Ahmed E. Hassan
2007	C	`conf`	A Framework for Studying Clones In Large Software Systems. SCAM Zhen Ming Jiang, Ahmed E. Hassan
2007	B	`conf`	YARN: Animating Software Evolution. VISSOFT Abram Hindle, Zhen Ming Jiang, Walid Koleilat, Michael W. Godfrey, Richard C. Holt
2006	A	`conf`	Examining the evolution of code comments in PostgreSQL. MSR Zhen Ming Jiang, Ahmed E. Hassan
2006	C	`conf`	Visualizing Clone Cohesion and Coupling. APSEC Zhen Ming Jiang, Ahmed E. Hassan, Richard C. Holt
2005	—	`conf`	Source versus Object Code Extraction for Recovering Software Architecture. WCRE Ahmed E. Hassan, Zhen Ming Jiang, Richard C. Holt