Weiyi Shang

According to our database, Weiyi Shang authored at least 102 papers between 2009 and 2024.

Collaborative distances:

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

2024

<i>LoGenText-Plus</i>: Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates.

Zishuo Ding, Yiming Tang, Xiaoyu Cheng, Heng Li, Weiyi Shang

ACM Trans. Softw. Eng. Methodol., February, 2024

2023

STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews.

Youshuai Tan, Jinfu Chen, Weiyi Shang, Tao Zhang, Sen Fang, Xiapu Luo, Zijie Chen, Shuhao Qi

IEEE Trans. Software Eng., August, 2023

Automated Generation and Evaluation of JMH Microbenchmark Suites From Unit Tests.

Mostafa Jangali, Yiming Tang, Niclas Alexandersson, Philipp Leitner, Jinqiu Yang, Weiyi Shang

IEEE Trans. Software Eng., April, 2023

Towards Learning Generalizable Code Embeddings Using Task-agnostic Graph Convolutional Networks.

Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun (Peter) Chen

ACM Trans. Softw. Eng. Methodol., April, 2023

Towards reducing the time needed for load testing.

Hammam M. AlGhamdi, Cor-Paul Bezemer, Weiyi Shang, Ahmed E. Hassan, Parminder Flora

J. Softw. Evol. Process., March, 2023

Comprehensive Evaluation of ChatGPT Reliability Through Multilingual Inquiries.

Poorna Chander Reddy Puttaparthi, Soham Sanjay Deo, Hakan Gul, Yiming Tang, Weiyi Shang, Zhe Yu

CoRR, 2023

Studying and Complementing the Use of Identifiers in Logs.

Jianchen Zhao, Yiming Tang, Sneha Sunil, Weiyi Shang

Proceedings of the IEEE International Conference on Software Analysis, 2023

Adapting Performance Analytic Techniques in a Real-World Database-Centric System: An Industrial Experience Report.

Lizhi Liao, Heng Li, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

IoPV: On Inconsistent Option Performance Variations.

Jinfu Chen, Zishuo Ding, Yiming Tang, Mohammed Sayagh, Heng Li, Bram Adams, Weiyi Shang

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

CoMSA: A Modeling-Driven Sampling Approach for Configuration Performance Testing.

Yuanjie Xia, Zishuo Ding, Weiyi Shang

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages.

Zhenhao Li, An Ran Chen, Xing Hu, Xin Xia, Tse-Hsun Chen, Weiyi Shang

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction.

Zhenhao Li, Chuan Luo, Tse-Hsun Chen, Weiyi Shang, Shilin He, Qingwei Lin, Dongmei Zhang

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

On the Temporal Relations between Logging and Code.

Zishuo Ding, Yiming Tang, Yang Li, Heng Li, Weiyi Shang

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

PILAR: Studying and Mitigating the Influence of Configurations on Log Parsing.

Hetong Dai, Yiming Tang, Heng Li, Weiyi Shang

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

2022

Improving State-of-the-Art Compression Techniques for Log Management Tools.

Kundi Yao, Mohammed Sayagh, Weiyi Shang, Ahmed E. Hassan

IEEE Trans. Software Eng., 2022

LogAssist: Assisting Log Analysis Through Log Summarization.

Steven Locke, Heng Li, Tse-Hsun Peter Chen, Weiyi Shang, Wei Liu

IEEE Trans. Software Eng., 2022

Locating Performance Regression Root Causes in the Field Operations of Web-Based Systems: An Experience Report.

Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi

IEEE Trans. Software Eng., 2022

Studying Duplicate Logging Statements and Their Relationships With Code Clones.

Zhenhao Li, Tse-Hsun Chen, Jinqiu Yang, Weiyi Shang

IEEE Trans. Software Eng., 2022

A3: Assisting Android API Migrations Using Code Examples.

Maxime Lamothe, Weiyi Shang, Tse-Hsun Peter Chen

IEEE Trans. Software Eng., 2022

Assisting Example-Based API Misuse Detection via Complementary Artificial Examples.

Maxime Lamothe, Heng Li, Weiyi Shang

IEEE Trans. Software Eng., 2022

Logram: Efficient Log Parsing Using $n$n-Gram Dictionaries.

Hetong Dai, Heng Li, Che-Shao Chen, Weiyi Shang, Tse-Hsun Chen

IEEE Trans. Software Eng., 2022

PerfJIT: Test-Level Just-in-Time Prediction for Performance Regression Introducing Commits.

Jinfu Chen, Weiyi Shang, Emad Shihab

IEEE Trans. Software Eng., 2022

An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks.

Lizhi Liao, Heng Li, Weiyi Shang, Lei Ma

ACM Trans. Softw. Eng. Methodol., 2022

A case study on the stability of performance tests for serverless applications.

Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev

J. Syst. Softw., 2022

Studying logging practice in test code.

Haonan Zhang, Yiming Tang, Maxime Lamothe, Heng Li, Weiyi Shang

Empir. Softw. Eng., 2022

Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks.

Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun Peter Chen

Empir. Softw. Eng., 2022

A Systematic Review of API Evolution Literature.

Maxime Lamothe, Yann-Gaël Guéhéneuc, Weiyi Shang

ACM Comput. Surv., 2022

LoGenText: Automatically Generating Logging Texts Using Neural Machine Translation.

Zishuo Ding, Heng Li, Weiyi Shang

Proceedings of the IEEE International Conference on Software Analysis, 2022

2021

A Qualitative Study of the Benefits and Costs of Logging From Developers' Perspectives.

Heng Li, Weiyi Shang, Bram Adams, Mohammed Sayagh, Ahmed E. Hassan

IEEE Trans. Software Eng., 2021

Special Issue on New Generation of Bug Fixing.

Xiapu Luo, Weiyi Shang, Xiaobing Sun, Tao Zhang

J. Syst. Softw., 2021

An empirical study on the use of SZZ for identifying inducing changes of non-functional bugs.

Sophia Quach, Maxime Lamothe, Yasutaka Kamei, Weiyi Shang

Empir. Softw. Eng., 2021

Evaluating the impact of falsely detected performance bug-inducing changes in JIT models.

Sophia Quach, Maxime Lamothe, Bram Adams, Yasutaka Kamei, Weiyi Shang

Empir. Softw. Eng., 2021

Logging Practices with Mobile Analytics: An Empirical Study on Firebase.

Julian Harty, Haonan Zhang, Lili Wei, Luca Pascarella, Maurício Aniche, Weiyi Shang

Proceedings of the 8th IEEE/ACM International Conference on Mobile Software Engineering and Systems, 2021

DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models.

Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

DeepLV: Suggesting Log Levels Using Ordinal Based Neural Networks.

Zhenhao Li, Heng Li, Tse-Hsun Peter Chen, Weiyi Shang

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020

Simplifying the Search of npm Packages.

Ahmad Abdellatif, Yi Zeng, Mohamed Elshafei, Emad Shihab, Weiyi Shang

Inf. Softw. Technol., 2020

Log4Perf: suggesting and updating logging locations for web-based systems' performance monitoring.

Kundi Yao, Guilherme B. de Pádua, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi

Empir. Softw. Eng., 2020

A study of the performance of general compressors on log files.

Kundi Yao, Heng Li, Weiyi Shang, Ahmed E. Hassan

Empir. Softw. Eng., 2020

Using black-box performance models to detect performance regressions under varying workloads: an empirical study.

Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Jianmei Guo, Catalin Sporea, Andrei Toma, Sarah Sajedi

Empir. Softw. Eng., 2020

Logram: Efficient Log Parsing Using n-Gram Dictionaries.

Hetong Dai, Heng Li, Weiyi Shang, Tse-Hsun Chen, Che-Shao Chen

CoRR, 2020

Microservices: A Performance Tester's Dream or Nightmare?

Simon Eismann, Cor-Paul Bezemer, Weiyi Shang, Dusan Okanovic, André van Hoorn

Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

Where Shall We Log? Studying and Suggesting Logging Locations in Code Blocks.

Zhenhao Li, Tse-Hsun Chen, Weiyi Shang

Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering, 2020

When APIs are intentionally bypassed: an exploratory study of API workarounds.

Maxime Lamothe, Weiyi Shang

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

Towards the use of the readily available tests from the release pipeline as performance tests: are we there yet?

Zishuo Ding, Jinfu Chen, Weiyi Shang

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

Implications of Resurgence in Artificial Intelligence for Research Collaborations in Software Engineering.

Dusica Marijan, Weiyi Shang, Rakesh Shukla

ACM SIGSOFT Softw. Eng. Notes, 2019

Studying the characteristics of logging practices in mobile apps: a case study on F-Droid.

Yi Zeng, Jinfu Chen, Weiyi Shang, Tse-Hsun (Peter) Chen

Empir. Softw. Eng., 2019

Will this clone be short-lived? Towards a better understanding of the characteristics of short-lived clones.

Patanamon Thongtanunam, Weiyi Shang, Ahmed E. Hassan

Empir. Softw. Eng., 2019

How is Performance Addressed in DevOps?

Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker

Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

Bisecting commits and modeling commit risk during testing.

Armin Najafi, Peter C. Rigby, Weiyi Shang

Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

An Experience Report of Generating Load Tests Using Log-Recovered Workloads at Varying Granularities of User Behaviour.

Jinfu Chen, Weiyi Shang, Ahmed E. Hassan, Yong Wang, Jiangbin Lin

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

Improving test effectiveness using test executions history: an industrial experience report.

Armin Najafi, Weiyi Shang, Peter C. Rigby

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Dlfinder: characterizing and detecting duplicate logging code smells.

Zhenhao Li, Tse-Hsun (Peter) Chen, Jinqiu Yang, Weiyi Shang

Proceedings of the 41st International Conference on Software Engineering, 2019

2018

An empirical study of Android Wear user complaints.

Suhaib Mujahid, Giancarlo Sierra, Rabe Abdalkareem, Emad Shihab, Weiyi Shang

Empir. Softw. Eng., 2018

Studying software logging using topic models.

Heng Li, Tse-Hsun (Peter) Chen, Weiyi Shang, Ahmed E. Hassan

Empir. Softw. Eng., 2018

Examining the stability of logging statements.

Suhas Kabinna, Cor-Paul Bezemer, Weiyi Shang, Mark D. Syer, Ahmed E. Hassan

Empir. Softw. Eng., 2018

Studying and detecting log-related issues.

Mehran Hassani, Weiyi Shang, Emad Shihab, Nikolaos Tsantalis

Empir. Softw. Eng., 2018

Empirical study on the discrepancy between performance testing results from virtual and physical environments.

Muhammad Moiz Arif, Weiyi Shang, Emad Shihab

Empir. Softw. Eng., 2018

A4: Automatically Assisting Android API Migrations Using Code Examples.

Maxime Lamothe, Weiyi Shang, Tse-Hsun Chen

CoRR, 2018

How is Performance Addressed in DevOps? A Survey on Industrial Practices.

Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker

CoRR, 2018

Log4Perf: Suggesting Logging Locations for Web-based Systems' Performance Monitoring.

Kundi Yao, Guilherme B. de Pádua, Weiyi Shang, Steve Sporea, Andrei Toma, Sarah Sajedi

Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Towards just-in-time suggestions for log changes (journal-first abstract).

Heng Li, Weiyi Shang, Ying Zou, Ahmed E. Hassan

Proceedings of the 25th International Conference on Software Analysis, 2018

Which log level should developers choose for a new logging statement? (journal-first abstract).

Heng Li, Weiyi Shang, Ahmed E. Hassan

Proceedings of the 25th International Conference on Software Analysis, 2018

Studying the relationship between exception handling practices and post-release defects.

Guilherme B. de Pádua, Weiyi Shang

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

Exploring the use of automated API migrating techniques in practice: an experience report on Android.

Maxime Lamothe, Weiyi Shang

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

2017

A Framework for Evaluating the Results of the SZZ Approach for Identifying Bug-Introducing Changes.

Daniel Alencar da Costa, Shane McIntosh, Weiyi Shang, Uirá Kulesza, Roberta Coelho, Ahmed E. Hassan

IEEE Trans. Software Eng., 2017

Is It Worth Responding to Reviews? Studying the Top Free Apps in Google Play.

Stuart McIlroy, Weiyi Shang, Nasir Ali, Ahmed E. Hassan

IEEE Softw., 2017

Topic-based software defect explanation.

Tse-Hsun Chen, Weiyi Shang, Meiyappan Nagappan, Ahmed E. Hassan, Stephen W. Thomas

J. Syst. Softw., 2017

Towards just-in-time suggestions for log changes.

Heng Li, Weiyi Shang, Ying Zou, Ahmed E. Hassan

Empir. Softw. Eng., 2017

Which log level should developers choose for a new logging statement?

Heng Li, Weiyi Shang, Ahmed E. Hassan

Empir. Softw. Eng., 2017

An empirical study of emergency updates for top android mobile apps.

Safwat Hassan, Weiyi Shang, Ahmed E. Hassan

Empir. Softw. Eng., 2017

User reviews of top mobile apps in Apple and Google app stores.

Stuart McIlroy, Weiyi Shang, Nasir Ali, Ahmed E. Hassan

Commun. ACM, 2017

Continuous validation of performance test workloads.

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

Autom. Softw. Eng., 2017

Revisiting Exception Handling Practices with Exception Flow Analysis.

Guilherme B. de Pádua, Weiyi Shang

Proceedings of the 17th IEEE International Working Conference on Source Code Analysis and Manipulation, 2017

Studying the prevalence of exception handling anti-patterns.

Guilherme Bicalho de Pádua, Weiyi Shang

Proceedings of the 25th International Conference on Program Comprehension, 2017

An Exploratory Study of Performance Regression Introducing Code Changes.

Jinfu Chen, Weiyi Shang

Proceedings of the 2017 IEEE International Conference on Software Maintenance and Evolution, 2017

Examining User Complaints of Wearable Apps: A Case Study on Android Wear.

Suhaib Mujahid, Giancarlo Sierra, Rabe Abdalkareem, Emad Shihab, Weiyi Shang

Proceedings of the 4th IEEE/ACM International Conference on Mobile Software Engineering and Systems, 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

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

Studying the needed effort for identifying duplicate issues.

Mohamed Sami Rakha, Weiyi Shang, Ahmed E. Hassan

Empir. Softw. Eng., 2016

Optimizing the Performance-Related Configurations of Object-Relational Mapping Frameworks Using a Multi-Objective Genetic Algorithm.

Ravjot Singh, Cor-Paul Bezemer, Weiyi Shang, Ahmed E. Hassan

Proceedings of the 7th ACM/SPEC International Conference on Performance Engineering, 2016

Examining the Stability of Logging Statements.

Suhas Kabinna, Weiyi Shang, Cor-Paul Bezemer, Ahmed E. Hassan

Proceedings of the IEEE 23rd International Conference on Software Analysis, 2016

CacheOptimizer: helping developers configure caching frameworks for hibernate-based database-centric web applications.

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

Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Logging library migrations: a case study for the apache software foundation projects.

Suhas Kabinna, Cor-Paul Bezemer, Weiyi Shang, Ahmed E. Hassan

Proceedings of the 13th International Conference on Mining Software Repositories, 2016

An empirical study on the practice of maintaining object-relational mapping code in Java systems.

Tse-Hsun Chen, Weiyi Shang, Jinqiu Yang, Ahmed E. Hassan, Michael W. Godfrey, Mohamed N. Nasser, Parminder Flora

Proceedings of the 13th International Conference on Mining Software Repositories, 2016

Studying the effectiveness of application performance management (APM) tools for detecting performance regressions for web applications: an experience report.

Tarek M. Ahmed, Cor-Paul Bezemer, Tse-Hsun Chen, Ahmed E. Hassan, Weiyi Shang

Proceedings of the 13th International Conference on Mining Software Repositories, 2016

An Automated Approach for Recommending When to Stop Performance Tests.

Hammam M. Alghmadi, Mark D. Syer, Weiyi Shang, Ahmed E. Hassan

Proceedings of the 2016 IEEE International Conference on Software Maintenance and Evolution, 2016

Detecting problems in the database access code of large scale systems: an industrial experience report.

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

Proceedings of the 38th International Conference on Software Engineering, 2016

2015

Studying the relationship between logging characteristics and the code quality of platform software.

Weiyi Shang, Meiyappan Nagappan, Ahmed E. Hassan

Empir. Softw. Eng., 2015

Automated Detection of Performance Regressions Using Regression Models on Clustered Performance Counters.

Weiyi Shang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora

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

An Empirical Study of the Copy and Paste Behavior during Development.

Tarek M. Ahmed, Weiyi Shang, Ahmed E. Hassan

Proceedings of the 12th IEEE/ACM Working Conference on Mining Software Repositories, 2015

2014

Log Engineering: Towards Systematic Log Mining to Support the Development of Ultra-large Scale Systems.

Weiyi Shang

PhD thesis, 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

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

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

2012

An empirical study on inconsistent changes to code clones at the release level.

Nicolas Bettenburg, Weiyi Shang, Walid M. Ibrahim, Bram Adams, Ying Zou, Ahmed E. Hassan

Sci. Comput. Program., 2012

Using Pig as a data preparation language for large-scale mining software repositories studies: An experience report.

Weiyi Shang, Bram Adams, Ahmed E. Hassan

J. Syst. Softw., 2012

Bridging the divide between software developers and operators using logs.

Weiyi Shang

Proceedings of the 34th International Conference on Software Engineering, 2012

2010

Studying the Impact of Clones on Software Defects.

Gehan M. K. Selim, Liliane Barbour, Weiyi Shang, Bram Adams, Ahmed E. Hassan, Ying Zou

Proceedings of the 17th Working Conference on Reverse Engineering, 2010

An experience report on scaling tools for mining software repositories using MapReduce.

Weiyi Shang, Bram Adams, Ahmed E. Hassan

Proceedings of the ASE 2010, 2010

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