Weiyi Shang

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 105

Top Venues

Empir. Softw. Eng.

IEEE Trans. Software Eng.

CoRR

ICSE

Queen's University at Kingston, Ontario, Canada (PHD)

Education History

Queen's University at Kingston, Ontario, Canada

PHD

Publications

Zhipeng Gao, Zhipeng Xue, Xing Hu, Weiyi Shang, Xin Xia
Easy over Hard: A Simple Baseline for Test Failures Causes Prediction. CoRR (2024)
Yuanjie Xia, Lizhi Liao, Jinfu Chen, Heng Li, Weiyi Shang
Reducing the Length of Field-Replay Based Load Testing. IEEE Trans. Software Eng. 50 (8) (2024)
Derui Zhu, Jinfu Chen, Xuebing Zhou, Weiyi Shang, Ahmed E. Hassan, Jens Grossklags
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Chen Gao, Xuan Zhang, Zhi Jin, Weiyi Shang, Yubing Ma, Linyu Li, Zishuo Ding, Yuqin Liang
Few-shot relational triple extraction with hierarchical prototype optimization. Pattern Recognit. 156 (2024)
Zhipeng Gao, Zhipeng Xue, Xing Hu, Weiyi Shang, Xin Xia
Easy over Hard: A Simple Baseline for Test Failures Causes Prediction. SIGSOFT FSE Companion (2024)
Zishuo Ding, Yiming Tang, Xiaoyu Cheng, Heng Li, Weiyi Shang
: Improving Neural Machine Translation Based Logging Texts Generation with Syntactic Templates. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Xiaohui Wang, Tao Zhang, Youshuai Tan, Weiyi Shang, Yao Li
How to effectively mine app reviews concerning software ecosystem? A survey of review characteristics. J. Syst. Softw. 213 (2024)
Lizhi Liao, Heng Li, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi
Adapting Performance Analytic Techniques in a Real-World Database-Centric System: An Industrial Experience Report. ESEC/SIGSOFT FSE (2023)
Jianchen Zhao, Yiming Tang, Sneha Sunil, Weiyi Shang
Studying and Complementing the Use of Identifiers in Logs. SANER (2023)
Youshuai Tan, Jinfu Chen, Weiyi Shang, Tao Zhang, Sen Fang, Xiapu Luo, Zijie Chen, Shuhao Qi
STRE: An Automated Approach to Suggesting App Developers When to Stop Reading Reviews. IEEE Trans. Software Eng. 49 (8) (2023)
Zhenhao Li, Chuan Luo, Tse-Hsun Chen, Weiyi Shang, Shilin He, Qingwei Lin, Dongmei Zhang
Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction. ICSE (2023)
Zhenhao Li, An Ran Chen, Xing Hu, Xin Xia, Tse-Hsun Chen, Weiyi Shang
Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages. CoRR (2023)
Zhenhao Li, An Ran Chen, Xing Hu, Xin Xia, Tse-Hsun Chen, Weiyi Shang
Are They All Good? Studying Practitioners' Expectations on the Readability of Log Messages. ASE (2023)
Hetong Dai, Yiming Tang, Heng Li, Weiyi Shang
PILAR: Studying and Mitigating the Influence of Configurations on Log Parsing. ICSE (2023)
Poorna Chander Reddy Puttaparthi, Soham Sanjay Deo, Hakan Gul, Yiming Tang, Weiyi Shang, Zhe Yu
Comprehensive Evaluation of ChatGPT Reliability Through Multilingual Inquiries. CoRR (2023)
Yuanjie Xia, Zishuo Ding, Weiyi Shang
CoMSA: A Modeling-Driven Sampling Approach for Configuration Performance Testing. ASE (2023)
Zishuo Ding, Yiming Tang, Yang Li, Heng Li, Weiyi Shang
On the Temporal Relations between Logging and Code. ICSE (2023)
Zhenhao Li, Chuan Luo, Tse-Hsun Chen, Weiyi Shang, Shilin He, Qingwei Lin, Dongmei Zhang
Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction. CoRR (2023)
Jinfu Chen, Zishuo Ding, Yiming Tang, Mohammed Sayagh, Heng Li, Bram Adams, Weiyi Shang
IoPV: On Inconsistent Option Performance Variations. ESEC/SIGSOFT FSE (2023)
Hammam M. AlGhamdi, Cor-Paul Bezemer, Weiyi Shang, Ahmed E. Hassan, Parminder Flora
Towards reducing the time needed for load testing. J. Softw. Evol. Process. 35 (3) (2023)
Mostafa Jangali, Yiming Tang, Niclas Alexandersson, Philipp Leitner, Jinqiu Yang, Weiyi Shang
Automated Generation and Evaluation of JMH Microbenchmark Suites From Unit Tests. IEEE Trans. Software Eng. 49 (4) (2023)
Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun (Peter) Chen
Towards Learning Generalizable Code Embeddings Using Task-agnostic Graph Convolutional Networks. ACM Trans. Softw. Eng. Methodol. 32 (2) (2023)
Kundi Yao, Mohammed Sayagh, Weiyi Shang, Ahmed E. Hassan
Improving State-of-the-Art Compression Techniques for Log Management Tools. IEEE Trans. Software Eng. 48 (8) (2022)
Jinfu Chen, Weiyi Shang, Emad Shihab
PerfJIT: Test-Level Just-in-Time Prediction for Performance Regression Introducing Commits. IEEE Trans. Software Eng. 48 (5) (2022)
Hetong Dai, Heng Li, Che-Shao Chen, Weiyi Shang, Tse-Hsun Chen
Logram: Efficient Log Parsing Using $n$n-Gram Dictionaries. IEEE Trans. Software Eng. 48 (3) (2022)
Maxime Lamothe, Heng Li, Weiyi Shang
Assisting Example-Based API Misuse Detection via Complementary Artificial Examples. IEEE Trans. Software Eng. 48 (9) (2022)
Zishuo Ding, Heng Li, Weiyi Shang
LoGenText: Automatically Generating Logging Texts Using Neural Machine Translation. SANER (2022)
Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev
A case study on the stability of performance tests for serverless applications. J. Syst. Softw. 189 (2022)
Lizhi Liao, Heng Li, Weiyi Shang, Lei Ma
An Empirical Study of the Impact of Hyperparameter Tuning and Model Optimization on the Performance Properties of Deep Neural Networks. ACM Trans. Softw. Eng. Methodol. 31 (3) (2022)
Zishuo Ding, Heng Li, Weiyi Shang, Tse-Hsun Peter Chen
Can pre-trained code embeddings improve model performance? Revisiting the use of code embeddings in software engineering tasks. Empir. Softw. Eng. 27 (3) (2022)
Zhenhao Li, Tse-Hsun Chen, Jinqiu Yang, Weiyi Shang
Studying Duplicate Logging Statements and Their Relationships With Code Clones. IEEE Trans. Software Eng. 48 (7) (2022)
Maxime Lamothe, Yann-Gaël Guéhéneuc, Weiyi Shang
A Systematic Review of API Evolution Literature. ACM Comput. Surv. 54 (8) (2022)
Steven Locke, Heng Li, Tse-Hsun Peter Chen, Weiyi Shang, Wei Liu
LogAssist: Assisting Log Analysis Through Log Summarization. IEEE Trans. Software Eng. 48 (9) (2022)
Haonan Zhang, Yiming Tang, Maxime Lamothe, Heng Li, Weiyi Shang
Studying logging practice in test code. Empir. Softw. Eng. 27 (4) (2022)
Maxime Lamothe, Weiyi Shang, Tse-Hsun Peter Chen
A3: Assisting Android API Migrations Using Code Examples. IEEE Trans. Software Eng. 48 (2) (2022)
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi
Locating Performance Regression Root Causes in the Field Operations of Web-Based Systems: An Experience Report. IEEE Trans. Software Eng. 48 (12) (2022)
Sophia Quach, Maxime Lamothe, Bram Adams, Yasutaka Kamei, Weiyi Shang
Evaluating the impact of falsely detected performance bug-inducing changes in JIT models. Empir. Softw. Eng. 26 (5) (2021)
Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan
DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models. ASE (2021)
Xiapu Luo, Weiyi Shang, Xiaobing Sun, Tao Zhang
Special Issue on New Generation of Bug Fixing. J. Syst. Softw. 178 (2021)
Julian Harty, Haonan Zhang, Lili Wei, Luca Pascarella, Maurício Aniche, Weiyi Shang
Logging Practices with Mobile Analytics: An Empirical Study on Firebase. MOBILESoft@ICSE (2021)
Sophia Quach, Maxime Lamothe, Yasutaka Kamei, Weiyi Shang
An empirical study on the use of SZZ for identifying inducing changes of non-functional bugs. Empir. Softw. Eng. 26 (4) (2021)
Heng Li, Weiyi Shang, Bram Adams, Mohammed Sayagh, Ahmed E. Hassan
A Qualitative Study of the Benefits and Costs of Logging From Developers' Perspectives. IEEE Trans. Software Eng. 47 (12) (2021)
Zhenhao Li, Tse-Hsun Chen, Jinqiu Yang, Weiyi Shang
Studying Duplicate Logging Statements and Their Relationships with Code Clones. CoRR (2021)
Simon Eismann, Diego Elias Costa, Lizhi Liao, Cor-Paul Bezemer, Weiyi Shang, André van Hoorn, Samuel Kounev
A Case Study on the Stability of Performance Tests for Serverless Applications. CoRR (2021)
Zhenhao Li, Heng Li, Tse-Hsun Peter Chen, Weiyi Shang
DeepLV: Suggesting Log Levels Using Ordinal Based Neural Networks. ICSE (2021)
Julian Harty, Haonan Zhang, Lili Wei, Luca Pascarella, Maurício Aniche, Weiyi Shang
Logging Practices with Mobile Analytics: An Empirical Study on Firebase. CoRR (2021)
Kundi Yao, Guilherme B. de Pádua, Weiyi Shang, Catalin Sporea, Andrei Toma, Sarah Sajedi
Log4Perf: suggesting and updating logging locations for web-based systems' performance monitoring. Empir. Softw. Eng. 25 (1) (2020)
Ahmad Abdellatif, Yi Zeng, Mohamed Elshafei, Emad Shihab, Weiyi Shang
Simplifying the Search of npm Packages. Inf. Softw. Technol. 126 (2020)
Maxime Lamothe, Weiyi Shang
When APIs are intentionally bypassed: an exploratory study of API workarounds. ICSE (2020)
Simon Eismann, Cor-Paul Bezemer, Weiyi Shang, Dusan Okanovic, André van Hoorn
Microservices: A Performance Tester's Dream or Nightmare? ICPE (2020)
Lizhi Liao, Jinfu Chen, Heng Li, Yi Zeng, Weiyi Shang, Jianmei Guo, Catalin Sporea, Andrei Toma, Sarah Sajedi
Using black-box performance models to detect performance regressions under varying workloads: an empirical study. Empir. Softw. Eng. 25 (5) (2020)
Zishuo Ding, Jinfu Chen, Weiyi Shang
Towards the use of the readily available tests from the release pipeline as performance tests: are we there yet? ICSE (2020)
Hetong Dai, Heng Li, Weiyi Shang, Tse-Hsun Chen, Che-Shao Chen
Logram: Efficient Log Parsing Using n-Gram Dictionaries. CoRR (2020)
Zhenhao Li, Tse-Hsun Chen, Weiyi Shang
Where Shall We Log? Studying and Suggesting Logging Locations in Code Blocks. ASE (2020)
Kundi Yao, Heng Li, Weiyi Shang, Ahmed E. Hassan
A study of the performance of general compressors on log files. Empir. Softw. Eng. 25 (5) (2020)
Yi Zeng, Jinfu Chen, Weiyi Shang, Tse-Hsun (Peter) Chen
Studying the characteristics of logging practices in mobile apps: a case study on F-Droid. Empir. Softw. Eng. 24 (6) (2019)
Jinfu Chen, Weiyi Shang, Ahmed E. Hassan, Yong Wang, Jiangbin Lin
An Experience Report of Generating Load Tests Using Log-Recovered Workloads at Varying Granularities of User Behaviour. ASE (2019)
Dusica Marijan, Weiyi Shang, Rakesh Shukla
Implications of Resurgence in Artificial Intelligence for Research Collaborations in Software Engineering. ACM SIGSOFT Softw. Eng. Notes 44 (3) (2019)
Armin Najafi, Weiyi Shang, Peter C. Rigby
Improving test effectiveness using test executions history: an industrial experience report. ICSE (SEIP) (2019)
Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker
How is Performance Addressed in DevOps? ICPE (2019)
Catia Trubiani, Pooyan Jamshidi, Jürgen Cito, Weiyi Shang, Zhen Ming Jiang, Markus Borg
Performance Issues? Hey DevOps, Mind the Uncertainty. IEEE Softw. 36 (2) (2019)
Patanamon Thongtanunam, Weiyi Shang, Ahmed E. Hassan
Will this clone be short-lived? Towards a better understanding of the characteristics of short-lived clones. Empir. Softw. Eng. 24 (2) (2019)
Armin Najafi, Peter C. Rigby, Weiyi Shang
Bisecting commits and modeling commit risk during testing. ESEC/SIGSOFT FSE (2019)
Zhenhao Li, Tse-Hsun (Peter) Chen, Jinqiu Yang, Weiyi Shang
Dlfinder: characterizing and detecting duplicate logging code smells. ICSE (2019)
Mehran Hassani, Weiyi Shang, Emad Shihab, Nikolaos Tsantalis
Studying and detecting log-related issues. Empir. Softw. Eng. 23 (6) (2018)
Heng Li, Weiyi Shang, Ying Zou, Ahmed E. Hassan
Towards just-in-time suggestions for log changes (journal-first abstract). SANER (2018)
Kundi Yao, Guilherme B. de Pádua, Weiyi Shang, Steve Sporea, Andrei Toma, Sarah Sajedi
Log4Perf: Suggesting Logging Locations for Web-based Systems' Performance Monitoring. ICPE (2018)
Heng Li, Tse-Hsun (Peter) Chen, Weiyi Shang, Ahmed E. Hassan
Studying software logging using topic models. Empir. Softw. Eng. 23 (5) (2018)
Muhammad Moiz Arif, Weiyi Shang, Emad Shihab
Empirical study on the discrepancy between performance testing results from virtual and physical environments. Empir. Softw. Eng. 23 (3) (2018)
Suhaib Mujahid, Giancarlo Sierra, Rabe Abdalkareem, Emad Shihab, Weiyi Shang
An empirical study of Android Wear user complaints. Empir. Softw. Eng. 23 (6) (2018)
Heng Li, Weiyi Shang, Ahmed E. Hassan
Which log level should developers choose for a new logging statement? (journal-first abstract). SANER (2018)
Maxime Lamothe, Weiyi Shang, Tse-Hsun Chen
A4: Automatically Assisting Android API Migrations Using Code Examples. CoRR (2018)
Guilherme B. de Pádua, Weiyi Shang
Studying the relationship between exception handling practices and post-release defects. MSR (2018)
Cor-Paul Bezemer, Simon Eismann, Vincenzo Ferme, Johannes Grohmann, Robert Heinrich, Pooyan Jamshidi, Weiyi Shang, André van Hoorn, Mónica Villavicencio, Jürgen Walter, Felix Willnecker
How is Performance Addressed in DevOps? A Survey on Industrial Practices. CoRR (2018)
Muhammad Moiz Arif, Weiyi Shang, Emad Shihab
Empirical study on the discrepancy between performance testing results from virtual and physical environments. ICSE (2018)
Maxime Lamothe, Weiyi Shang
Exploring the use of automated API migrating techniques in practice: an experience report on Android. MSR (2018)
Suhas Kabinna, Cor-Paul Bezemer, Weiyi Shang, Mark D. Syer, Ahmed E. Hassan
Examining the stability of logging statements. Empir. Softw. Eng. 23 (1) (2018)
Suhaib Mujahid, Giancarlo Sierra, Rabe Abdalkareem, Emad Shihab, Weiyi Shang
Examining User Complaints of Wearable Apps: A Case Study on Android Wear. MOBILESoft@ICSE (2017)
Daniel Alencar da Costa, Shane McIntosh, Weiyi Shang, Uirá Kulesza, Roberta Coelho, Ahmed E. Hassan
A Framework for Evaluating the Results of the SZZ Approach for Identifying Bug-Introducing Changes. IEEE Trans. Software Eng. 43 (7) (2017)
Guilherme B. de Pádua, Weiyi Shang
Studying the Prevalence of Exception Handling Anti-Patterns. CoRR (2017)
Guilherme B. de Pádua, Weiyi Shang
Revisiting Exception Handling Practices with Exception Flow Analysis. CoRR (2017)
Heng Li, Weiyi Shang, Ahmed E. Hassan
Which log level should developers choose for a new logging statement? Empir. Softw. Eng. 22 (4) (2017)
Guilherme B. de Pádua, Weiyi Shang
Revisiting Exception Handling Practices with Exception Flow Analysis. SCAM (2017)
Tse-Hsun Chen, Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Analytics-Driven Load Testing: An Industrial Experience Report on Load Testing of Large-Scale Systems. ICSE-SEIP (2017)
Jinfu Chen, Weiyi Shang
An Exploratory Study of Performance Regression Introducing Code Changes. ICSME (2017)
Stuart McIlroy, Weiyi Shang, Nasir Ali, Ahmed E. Hassan
User reviews of top mobile apps in Apple and Google app stores. Commun. ACM 60 (11) (2017)
Guilherme Bicalho de Pádua, Weiyi Shang
Studying the prevalence of exception handling anti-patterns. ICPC (2017)
Stuart McIlroy, Weiyi Shang, Nasir Ali, Ahmed E. Hassan
Is It Worth Responding to Reviews? Studying the Top Free Apps in Google Play. IEEE Softw. 34 (3) (2017)
Tse-Hsun Chen, Weiyi Shang, Meiyappan Nagappan, Ahmed E. Hassan, Stephen W. Thomas
Topic-based software defect explanation. J. Syst. Softw. 129 (2017)
Mark D. Syer, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan
Continuous validation of performance test workloads. Autom. Softw. Eng. 24 (1) (2017)
Safwat Hassan, Weiyi Shang, Ahmed E. Hassan
An empirical study of emergency updates for top android mobile apps. Empir. Softw. Eng. 22 (1) (2017)
Heng Li, Weiyi Shang, Ying Zou, Ahmed E. Hassan
Towards just-in-time suggestions for log changes. Empir. Softw. Eng. 22 (4) (2017)
Hammam M. Alghmadi, Mark D. Syer, Weiyi Shang, Ahmed E. Hassan
An Automated Approach for Recommending When to Stop Performance Tests. ICSME (2016)
Tse-Hsun Chen, Weiyi Shang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
CacheOptimizer: helping developers configure caching frameworks for hibernate-based database-centric web applications. SIGSOFT FSE (2016)
Suhas Kabinna, Cor-Paul Bezemer, Weiyi Shang, Ahmed E. Hassan
Logging library migrations: a case study for the apache software foundation projects. MSR (2016)
Tarek M. Ahmed, Cor-Paul Bezemer, Tse-Hsun Chen, Ahmed E. Hassan, Weiyi Shang
Studying the effectiveness of application performance management (APM) tools for detecting performance regressions for web applications: an experience report. MSR (2016)
Mohamed Sami Rakha, Weiyi Shang, Ahmed E. Hassan
Studying the needed effort for identifying duplicate issues. Empir. Softw. Eng. 21 (5) (2016)
Ravjot Singh, Cor-Paul Bezemer, Weiyi Shang, Ahmed E. Hassan
Optimizing the Performance-Related Configurations of Object-Relational Mapping Frameworks Using a Multi-Objective Genetic Algorithm. ICPE (2016)
Suhas Kabinna, Weiyi Shang, Cor-Paul Bezemer, Ahmed E. Hassan
Examining the Stability of Logging Statements. SANER (2016)
Tse-Hsun Chen, Weiyi Shang, Zhen Ming Jiang, Ahmed E. Hassan, Mohamed N. Nasser, Parminder Flora
Finding and Evaluating the Performance Impact of Redundant Data Access for Applications that are Developed Using Object-Relational Mapping Frameworks. IEEE Trans. Software Eng. 42 (12) (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Weiyi Shang