Zhen Ming (Jack) Jiang

According to our database, Zhen Ming (Jack) Jiang authored at least 91 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Systematic Literature Review on Automated Software Vulnerability Detection Using Machine Learning.

Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Song Wang, Zhen Ming (Jack) Jiang, Nachiappan Nagappan

ACM Comput. Surv., March, 2025

2024

Bug characterization in machine learning-based systems.

Mohammad Mehdi Morovati, Amin Nikanjam, Florian Tambon, Foutse Khomh, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., February, 2024

Checker Bug Detection and Repair in Deep Learning Libraries.

Nima Shiri Harzevili, Mohammad Mahdi Mohajer, Jiho Shin, Moshi Wei, Gias Uddin, Jinqiu Yang, Junjie Wang, Song Wang, Zhen Ming Jiang, Nachiappan Nagappan

CoRR, 2024

Towards AI-Native Software Engineering (SE 3.0): A Vision and a Challenge Roadmap.

Ahmed E. Hassan, Gustavo Ansaldi Oliva, Dayi Lin, Boyuan Chen, Zhen Ming Jiang

CoRR, 2024

SimClone: Detecting Tabular Data Clones using Value Similarity.

Xu Yang, Gopi Krishnan Rajbahadur, Dayi Lin, Shaowei Wang, Zhen Ming Jiang

CoRR, 2024

Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers.

Ahmed E. Hassan, Gustavo Ansaldi Oliva, Dayi Lin, Boyuan Chen, Zhen Ming Jiang

CoRR, 2024

Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware.

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

CoRR, 2024

Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting.

Hao Li, Gopi Krishnan Rajbahadur, Dayi Lin, Cor-Paul Bezemer, Zhen Ming Jiang

IEEE Access, 2024

Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications.

Alexandru Baluta, Yar Rouf, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu

Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

Rethinking Software Engineering in the Era of Foundation Models: A Curated Catalogue of Challenges in the Development of Trustworthy FMware.

Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, Keheliya Gallaba, Filipe Roseiro Côgo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Ansaldi Oliva, Jiahuei (Justina) Lin, Wali Mohammad Abdullah, Zhen Ming (Jack) Jiang

Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

Fairness Analysis of Machine Learning-Based Code Reviewer Recommendation.

Mohammad Mahdi Mohajer, Alvine Boaye Belle, Nima Shiri Harzevili, Junjie Wang, Hadi Hemmati, Song Wang, Zhen Ming (Jack) Jiang

Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2024

2023

GitHub Copilot AI pair programmer: Asset or Liability?

Arghavan Moradi Dakhel, Vahid Majdinasab, Amin Nikanjam, Foutse Khomh, Michel C. Desmarais, Zhen Ming (Jack) Jiang

J. Syst. Softw., September, 2023

Bugs in machine learning-based systems: a faultload benchmark.

Mohammad Mehdi Morovati, Amin Nikanjam, Foutse Khomh, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., June, 2023

Towards a change taxonomy for machine learning pipelines.

Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming (Jack) Jiang, Bram Adams

Empir. Softw. Eng., June, 2023

Studying the Practices of Testing Machine Learning Software in the Wild.

Moses Openja, Foutse Khomh, Armstrong Foundjem, Zhen Ming Jiang, Mouna Abidi, Ahmed E. Hassan

CoRR, 2023

A Survey on Query-based API Recommendation.

Moshi Wei, Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Lin Shi, Jinqiu Yang, Song Wang, Zhen Ming Jiang

CoRR, 2023

Assessing the Maturity of Model Maintenance Techniques for AIOps Solutions.

Yingzhe Lyu, Heng Li, Zhen Ming Jiang, Ahmed E. Hassan

CoRR, 2023

A First Look at Fairness of Machine Learning Based Code Reviewer Recommendation.

Mohammad Mahdi Mohajer, Alvine Boaye Belle, Nima Shiri Harzevili, Junjie Wang, Hadi Hemmati, Song Wang, Zhen Ming Jiang

CoRR, 2023

A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning.

Nima Shiri Harzevili, Alvine Boaye Belle, Junjie Wang, Song Wang, Zhen Ming Jiang, Nachiappan Nagappan

CoRR, 2023

An Empirical Comparison on the Results of Different Clone Detection Setups for C-based Projects.

Yan Zhou, Jinfu Chen, Yong Shi, Boyuan Chen, Zhen Ming Jack Jiang

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023

2022

An Experience Report on Producing Verifiable Builds for Large-Scale Commercial Systems.

Yong Shi, Mingzhi Wen, Filipe Roseiro Côgo, Boyuan Chen, Zhen Ming Jiang

IEEE Trans. Software Eng., 2022

Towards a Consistent Interpretation of AIOps Models.

Yingzhe Lyu, Gopi Krishnan Rajbahadur, Dayi Lin, Boyuan Chen, Zhen Ming (Jack) Jiang

ACM Trans. Softw. Eng. Methodol., 2022

A Survey of Software Log Instrumentation.

Boyuan Chen, Zhen Ming (Jack) Jiang

ACM Comput. Surv., 2022

Towards a Change Taxonomy for Machine Learning Systems.

Aaditya Bhatia, Ellis E. Eghan, Manel Grichi, William G. Cavanagh, Zhen Ming Jiang, Bram Adams

CoRR, 2022

Has Your FaaS Application Been Decommissioned Yet? - A Case Study on the Idle Timeout in Function as a Service Infrastructure.

Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu

CoRR, 2022

Evaluating the Scalability and Elasticity of Function as a Service Platform.

Kim Long Ngo, Joydeep Mukherjee, Zhen Ming Jiang, Marin Litoiu

Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

An Empirical Study of Challenges in Converting Deep Learning Models.

Moses Openja, Amin Nikanjam, Ahmed Haj Yahmed, Foutse Khomh, Zhen Ming Jack Jiang

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2022

Towards Build Verifiability for Java-based Systems.

Jiawen Xiong, Yong Shi, Boyuan Chen, Filipe Roseiro Côgo, Zhen Ming Jiang

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Towards Training Reproducible Deep Learning Models.

Boyuan Chen, Mingzhi Wen, Yong Shi, Dayi Lin, Gopi Krishnan Rajbahadur, Zhen Ming Jiang

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021

Developing Cost-Effective Blockchain-Powered Applications: A Case Study of the Gas Usage of Smart Contract Transactions in the Ethereum Blockchain Platform.

Abdullah A. Zarir, Gustavo Ansaldi Oliva, Zhen Ming (Jack) Jiang, Ahmed E. Hassan

ACM Trans. Softw. Eng. Methodol., 2021

An Empirical Study of the Impact of Data Splitting Decisions on the Performance of AIOps Solutions.

Yingzhe Lyu, Heng Li, Mohammed Sayagh, Zhen Ming (Jack) Jiang, Ahmed E. Hassan

ACM Trans. Softw. Eng. Methodol., 2021

An Exploratory Study of Machine Learning Model Stores.

Minke Xiu, Zhen Ming Jack Jiang, Bram Adams

IEEE Softw., 2021

Can I use this publicly available dataset to build commercial AI software? Most likely not.

Gopi Krishnan Rajbahadur, Erika Tuck, Li Zi, Zhang Wei, Dayi Lin, Boyuan Chen, Zhen Ming Jiang, Daniel Morales German

CoRR, 2021

2020

Predicting Node Failures in an Ultra-Large-Scale Cloud Computing Platform: An AIOps Solution.

Yangguang Li, Zhen Ming (Jack) Jiang, Heng Li, Ahmed E. Hassan, Cheng He, Ruirui Huang, Zhengda Zeng, Mian Wang, Pinan Chen

ACM Trans. Softw. Eng. Methodol., 2020

An exploratory study of smart contracts in the Ethereum blockchain platform.

Gustavo Ansaldi Oliva, Ahmed E. Hassan, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., 2020

Code cloning in smart contracts: a case study on verified contracts from the Ethereum blockchain platform.

Masanari Kondo, Gustavo Ansaldi Oliva, Zhen Ming (Jack) Jiang, Ahmed E. Hassan, Osamu Mizuno

Empir. Softw. Eng., 2020

An Empirical Study on Release Engineering Practices in Open Source ML Package Repositories.

Minke Xiu, Ellis E. Eghan, Zhen Ming Jiang, Bram Adams

CoRR, 2020

Studying the use of Java logging utilities in the wild.

Boyuan Chen, Zhen Ming (Jack) Jiang

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

2019

Performance Issues? Hey DevOps, Mind the Uncertainty.

Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg

IEEE Softw., 2019

Assessing and optimizing the performance impact of the just-in-time configuration parameters - a case study on PyPy.

Yangguang Li, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., 2019

Extracting and studying the Logging-Code-Issue- Introducing changes in Java-based large-scale open source software systems.

Boyuan Chen, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., 2019

An Industrial Experience Report on Performance-Aware Refactoring on a Database-Centric Web Application.

Boyuan Chen, Zhen Ming Jiang, Paul Matos, Michael Lacaria

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

2018

An exploratory study on assessing the energy impact of logging on Android applications.

Shaiful Alam Chowdhury, Silvia Di Nardo, Abram Hindle, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., 2018

An automated approach to estimating code coverage measures via execution logs.

Boyuan Chen, Jian Song, Peng Xu, Xing Hu, Zhen Ming (Jack) Jiang

Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

2017

Characterizing logging practices in Java-based open source software projects - a replication study in Apache Software Foundation.

Boyuan Chen, Zhen Ming (Jack) Jiang

Empir. Softw. Eng., 2017

Continuous validation of performance test workloads.

Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan

Autom. Softw. Eng., 2017

An exploratory study on assessing the impact of environment variations on the results of load tests.

Ruoyu Gao, Zhen Ming (Jack) Jiang

Proceedings of the 14th International Conference on Mining Software Repositories, 2017

Analytics-Driven Load Testing: An Industrial Experience Report on Load Testing of Large-Scale Systems.

Tse-Hsun Chen, Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice Track, 2017

Characterizing and detecting anti-patterns in the logging code.

Boyuan Chen, Zhen Ming (Jack) Jiang

Proceedings of the 39th International Conference on Software Engineering, 2017

2016

Finding and Evaluating the Performance Impact of Redundant Data Access for Applications that are Developed Using Object-Relational Mapping Frameworks.

Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

IEEE Trans. Software Eng., 2016

Anomaly detection in performance regression testing by transaction profile estimation.

Shadi Ghaith, Miao Wang, Philip Perry, Zhen Ming Jiang, Patrick O'Sullivan, John Murphy

Softw. Test. Verification Reliab., 2016

A Framework to Evaluate the Effectiveness of Different Load Testing Analysis Techniques.

Ruoyu Gao, Zhen Ming Jiang, Cornel Barna, Marin Litoiu

Proceedings of the 2016 IEEE International Conference on Software Testing, 2016

2015

A Survey on Load Testing of Large-Scale Software Systems.

Zhen Ming Jiang, Ahmed E. Hassan

IEEE Trans. Software Eng., 2015

LT 2015: The Fourth International Workshop on Large-Scale Testing.

Zhen Ming Jiang, Andreas Brunnert

Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015

Load Testing Large-Scale Software Systems.

Zhen Ming (Jack) Jiang

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

An Industrial Case Study on the Automated Detection of Performance Regressions in Heterogeneous Environments.

King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Parminder Flora

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

2014

An exploratory study of the evolution of communicated information about the execution of large software systems.

Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Michael W. Godfrey, Mohamed N. Nasser, Parminder Flora

J. Softw. Evol. Process., 2014

Continuous validation of load test suites.

Mark D. Syer, Zhen Ming Jiang, Meiyappan Nagappan, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

Proceedings of the ACM/SPEC International Conference on Performance Engineering, 2014

Understanding Log Lines Using Development Knowledge.

Weiyi Shang, Meiyappan Nagappan, Ahmed E. Hassan, Zhen Ming Jiang

Proceedings of the 30th IEEE International Conference on Software Maintenance and Evolution, Victoria, BC, Canada, September 29, 2014

Detecting performance anti-patterns for applications developed using object-relational mapping.

Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

Proceedings of the 36th International Conference on Software Engineering, 2014

2013

Automated Analysis of Load Testing Results.

Zhen Ming (Jack) Jiang

PhD thesis, 2013

Leveraging Performance Counters and Execution Logs to Diagnose Memory-Related Performance Issues.

Mark D. Syer, Zhen Ming Jiang, Meiyappan Nagappan, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

Proceedings of the 2013 IEEE International Conference on Software Maintenance, 2013

Assisting developers of big data analytics applications when deploying on hadoop clouds.

Weiyi Shang, Zhen Ming Jiang, Hadi Hemmati, Bram Adams, Ahmed E. Hassan, Patrick Martin

Proceedings of the 35th International Conference on Software Engineering, 2013

2nd International Workshop on Load Testing of Large Software Systems (LT 2013).

Zhen Ming Jiang, Marin Litoiu, Ahmed E. Hassan, Paul Vytas

Proceedings of the Center for Advanced Studies on Collaborative Research, 2013

2012

Automated detection of performance regressions using statistical process control techniques.

Thanh H. D. Nguyen, Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

Proceedings of the Third Joint WOSP/SIPEW International Conference on Performance Engineering, 2012

An industrial study on the risk of software changes.

Emad Shihab, Ahmed E. Hassan, Bram Adams, Zhen Ming Jiang

Proceedings of the 20th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-20), 2012

2011

Prioritizing the creation of unit tests in legacy software systems.

Emad Shihab, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Robert Bowerman

Softw. Pract. Exp., 2011

Modeling the performance of Ultra-Large-Scale systems using layered simulations.

King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Kim Martin, Parminder Flora

Proceedings of the 5th IEEE International Workshop on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems, 2011

Automated Verification of Load Tests Using Control Charts.

Thanh H. D. Nguyen, Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

Proceedings of the 18th Asia Pacific Software Engineering Conference, 2011

2010

An Industrial Case Study on Speeding Up User Acceptance Testing by Mining Execution Logs.

Zhen Ming Jiang, Alberto Avritzer, Emad Shihab, Ahmed E. Hassan, Parminder Flora

Proceedings of the Fourth International Conference on Secure Software Integration and Reliability Improvement, 2010

Prioritizing Unit Test Creation for Test-Driven Maintenance of Legacy Systems.

Emad Shihab, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Robert Bowerman

Proceedings of the 10th International Conference on Quality Software, 2010

Mining Performance Regression Testing Repositories for Automated Performance Analysis.

King Chun Foo, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Ying Zou, Parminder Flora

Proceedings of the 10th International Conference on Quality Software, 2010

Mining Challenge 2010: FreeBSD, GNOME Desktop and Debian/Ubuntu.

Abram Hindle, Israel Herraiz, Emad Shihab, Zhen Ming Jiang

Proceedings of the 7th International Working Conference on Mining Software Repositories, 2010

Automated analysis of load testing results.

Zhen Ming Jiang

Proceedings of the Nineteenth International Symposium on Software Testing and Analysis, 2010

Identifying crosscutting concerns using historical code changes.

Bram Adams, Zhen Ming Jiang, Ahmed E. Hassan

Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

Understanding the impact of code and process metrics on post-release defects: a case study on the Eclipse project.

Emad Shihab, Zhen Ming Jiang, Walid M. Ibrahim, Bram Adams, Ahmed E. Hassan

Proceedings of the International Symposium on Empirical Software Engineering and Measurement, 2010

Automatic Comparison of Load Tests to Support the Performance Analysis of Large Enterprise Systems.

Haroon Malik, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann

Proceedings of the 14th European Conference on Software Maintenance and Reengineering, 2010

2009

On the use of Internet Relay Chat (IRC) meetings by developers of the GNOME GTK+ project.

Emad Shihab, Zhen Ming Jiang, Ahmed E. Hassan

Proceedings of the 6th International Working Conference on Mining Software Repositories, 2009

MapReduce as a general framework to support research in Mining Software Repositories (MSR).

Weiyi Shang, Zhen Ming Jiang, Bram Adams, Ahmed E. Hassan

Proceedings of the 6th International Working Conference on Mining Software Repositories, 2009

Studying the use of developer IRC meetings in open source projects.

Emad Shihab, Zhen Ming Jiang, Ahmed E. Hassan

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

Automated performance analysis of load tests.

Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

2008

An automated approach for abstracting execution logs to execution events.

Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora

J. Softw. Maintenance Res. Pract., 2008

Abstracting Execution Logs to Execution Events for Enterprise Applications (Short Paper).

Zhen Ming Jiang, Ahmed E. Hassan, Parminder Flora, Gilbert Hamann

Proceedings of the Eighth International Conference on Quality Software, 2008

Retrieving relevant reports from a customer engagement repository.

Dharmesh Thakkar, Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora

Proceedings of the 24th IEEE International Conference on Software Maintenance (ICSM 2008), September 28, 2008

Understanding the rationale for updating a function's comment.

Haroon Malik, Istehad Chowdhury, Hsiao-Ming Tsou, Zhen Ming Jiang, Ahmed E. Hassan

Proceedings of the 24th IEEE International Conference on Software Maintenance (ICSM 2008), September 28, 2008

Automatic identification of load testing problems.

Zhen Ming Jiang, Ahmed E. Hassan, Gilbert Hamann, Parminder Flora

Proceedings of the 24th IEEE International Conference on Software Maintenance (ICSM 2008), September 28, 2008

2007

YARN: Animating Software Evolution.

Abram Hindle, Zhen Ming Jiang, Walid Koleilat, Michael W. Godfrey, Richard C. Holt

Proceedings of the 4th IEEE International Workshop on Visualizing Software for Understanding and Analysis, 2007

A Framework for Studying Clones In Large Software Systems.

Zhen Ming Jiang, Ahmed E. Hassan

Proceedings of the Seventh IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2007), September 30, 2007

2006

Examining the evolution of code comments in PostgreSQL.

Zhen Ming Jiang, Ahmed E. Hassan

Proceedings of the 2006 International Workshop on Mining Software Repositories, 2006

Visualizing Clone Cohesion and Coupling.

Zhen Ming Jiang, Ahmed E. Hassan, Richard C. Holt

Proceedings of the 13th Asia-Pacific Software Engineering Conference (APSEC 2006), 2006

2005

Source versus Object Code Extraction for Recovering Software Architecture.

Ahmed E. Hassan, Zhen Ming Jiang, Richard C. Holt

Proceedings of the 12th Working Conference on Reverse Engineering, 2005