Xiaoyuan Xie

According to our database, Xiaoyuan Xie authored at least 67 papers between 2005 and 2024.

Collaborative distances:

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

2024

Metamorphic Testing of Image Captioning Systems via Image-Level Reduction.

Xiaoyuan Xie, Xingpeng Li, Songqiang Chen

IEEE Trans. Software Eng., November, 2024

Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization.

Chunying Zhou, Xiaoyuan Xie, Gong Chen, Peng He, Bing Li

CoRR, 2024

When debugging encounters artificial intelligence: state of the art and open challenges.

Yi Song, Xiaoyuan Xie, Baowen Xu

Sci. China Inf. Sci., 2024

FMCS: Improving Code Search by Multi-Modal Representation Fusion and Momentum Contrastive Learning.

Wenjie Liu, Gong Chen, Xiaoyuan Xie

Proceedings of the 24th IEEE International Conference on Software Quality, 2024

FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements.

Xiaoyuan Xie, Zhipeng Cai, Songqiang Chen, Jifeng Xuan

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

ReClues: Representing and indexing failures in parallel debugging with program variables.

Yi Song, Xihao Zhang, Xiaoyuan Xie, Quanming Liu, Ruizhi Gao, Chenliang Xing

Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

2023

qaAskeR⁺: a novel testing method for question answering software via asking recursive questions.

Xiaoyuan Xie, Shuo Jin, Songqiang Chen

Autom. Softw. Eng., June, 2023

Word Closure-Based Metamorphic Testing for Machine Translation.

Xiaoyuan Xie, Shuo Jin, Songqiang Chen, Shing-Chi Cheung

CoRR, 2023

Metamorphic Testing of Image Captioning Systems via Reduction-based Transformations.

Xiaoyuan Xie, Xingpeng Li, Songqiang Chen

CoRR, 2023

Generate Complete Logging Statements with an Efficient End-to-End Approach.

Xiaoyuan Xie, Zhipeng Cai, Songqiang Chen, Jifeng Xuan

CoRR, 2023

SURE: A Visualized Failure Indexing Approach using Program Memory Spectrum.

Yi Song, Xihao Zhang, Xiaoyuan Xie, Songqiang Chen, Quanming Liu, Ruizhi Gao

CoRR, 2023

A novel failure indexing approach with run-time values of program variables.

Yi Song, Xihao Zhang, Xiaoyuan Xie, Quanming Liu, Ruizhi Gao, Chenliang Xing

CoRR, 2023

Properly Offer Options to Improve the Practicality of Software Document Completion Tools.

Zhipeng Cai, Songqiang Chen, Xiaoyuan Xie

Proceedings of the 31st IEEE/ACM International Conference on Program Comprehension, 2023

ML-KGCL: Multi-level Knowledge Graph Contrastive Learning for Recommendation.

Gong Chen, Xiaoyuan Xie

Proceedings of the Database Systems for Advanced Applications, 2023

2022

MULA: A Just-In-Time Multi-labeling System for Issue Reports.

Xiaoyuan Xie, Yuhui Su, Songqiang Chen, Lin Chen, Jifeng Xuan, Baowen Xu

IEEE Trans. Reliab., 2022

Workshop Summary: 7th International Workshop on Metamorphic Testing (MET 2022).

Xiaoyuan Xie, Upulee Kanewala, Alastair F. Donaldson

ACM SIGSOFT Softw. Eng. Notes, 2022

A comprehensive empirical investigation on failure clustering in parallel debugging.

Yi Song, Xiaoyuan Xie, Quanming Liu, Xihao Zhang, Xi Wu

J. Syst. Softw., 2022

Personalizing label prediction for GitHub issues.

Jun Wang, Xiaofang Zhang, Lin Chen, Xiaoyuan Xie

Inf. Softw. Technol., 2022

Boosting the Revealing of Detected Violations in Deep Learning Testing: A Diversity-Guided Method.

Xiaoyuan Xie, Pengbo Yin, Songqiang Chen

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Evolving Ranking-Based Failure Proximities for Better Clustering in Fault Isolation.

Yi Song, Xiaoyuan Xie, Xihao Zhang, Quanming Liu, Ruizhi Gao

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

Towards the Robustness of Multiple Object Tracking Systems.

Xiaoyuan Xie, Ying Duan, Songqiang Chen, Jifeng Xuan

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

2021

METRIC$^{+}$+: A Metamorphic Relation Identification Technique Based on Input Plus Output Domains.

Chang-Ai Sun, An Fu, Pak-Lok Poon, Xiaoyuan Xie, Huai Liu, Tsong Yueh Chen

IEEE Trans. Software Eng., 2021

State and tendency: an empirical study of deep learning question&answer topics on Stack Overflow.

Henghui Zhao, Yanhui Li, Fanwei Liu, Xiaoyuan Xie, Lin Chen

Sci. China Inf. Sci., 2021

Towards Understanding Tool-chain Bugs in the LLVM Compiler Infrastructure.

Xiaoyuan Xie, Haolin Yang, Qiang He, Lin Chen

Proceedings of the 28th IEEE International Conference on Software Analysis, 2021

Validation on machine reading comprehension software without annotated labels: a property-based method.

Songqiang Chen, Shuo Jin, Xiaoyuan Xie

Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Property-based Test for Part-of-Speech Tagging Tool.

Shuo Jin, Songqiang Chen, Xiaoyuan Xie

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

Testing Your Question Answering Software via Asking Recursively.

Songqiang Chen, Shuo Jin, Xiaoyuan Xie

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

Essential Spectrum-based Fault Localization

Xiaoyuan Xie, Baowen Xu

Springer, ISBN: 978-981-33-6178-2, 2021

2020

METTLE: A METamorphic Testing Approach to Assessing and Validating Unsupervised Machine Learning Systems.

Xiaoyuan Xie, Zhiyi Zhang, Tsong Yueh Chen, Yang Liu, Pak-Lok Poon, Baowen Xu

IEEE Trans. Reliab., 2020

Stay Professional and Efficient: Automatically Generate Titles for Your Bug Reports.

Songqiang Chen, Xiaoyuan Xie, Bangguo Yin, Yuanxiang Ji, Lin Chen, Baowen Xu

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

2019

Workshop Summary: 2019 IEEE / ACM Fourth International Workshop on Metamorphic Testing (MET 2019).

Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum

ACM SIGSOFT Softw. Eng. Notes, 2019

On the analysis of spectrum based fault localization using hitting sets.

Jingxuan Tu, Xiaoyuan Xie, Tsong Yueh Chen, Baowen Xu

J. Syst. Softw., 2019

Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence.

Yongfeng Gu, Jifeng Xuan, Hongyu Zhang, Lanxin Zhang, Qingna Fan, Xiaoyuan Xie, Tieyun Qian

J. Syst. Softw., 2019

How does code style inconsistency affect pull request integration? An exploratory study on 117 GitHub projects.

Weiqin Zou, Jifeng Xuan, Xiaoyuan Xie, Zhenyu Chen, Baowen Xu

Empir. Softw. Eng., 2019

On the Investigation of Essential Diversities for Deep Learning Testing Criteria.

Zhiyi Zhang, Xiaoyuan Xie

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

2018

Introduction to the special issue on program debugging.

Xiaoyuan Xie, Markus Stumptner, T. H. Tse

J. Syst. Softw., 2018

A Validation and Quality Assessment Method with Metamorphic Relations for Unsupervised Machine Learning Software.

Zhiyi Zhang, Xiaoyuan Xie, Tsong Yueh Chen, Yang Liu, Baowen Xu

CoRR, 2018

How Reliable Is Your Outsourcing Service for Data Mining? A Metamorphic Method for Verifying the Result Integrity.

Jiewei Zhang, Xiaoyuan Xie, Zhiyi Zhang

Proceedings of the Software Analysis, Testing, and Evolution, 2018

How do Multiple Pull Requests Change the Same Code: A Study of Competing Pull Requests in GitHub.

Xin Zhang, Yang Chen, Yongfeng Gu, Weiqin Zou, Xiaoyuan Xie, Xiangyang Jia, Jifeng Xuan

Proceedings of the 2018 IEEE International Conference on Software Maintenance and Evolution, 2018

2017

Localizing Runtime Anomalies in Service-Oriented Systems.

Qiang He, Xiaoyuan Xie, Yanchun Wang, Dayong Ye, Feifei Chen, Hai Jin, Yun Yang

IEEE Trans. Serv. Comput., 2017

Human Competitiveness of Genetic Programming in Spectrum-Based Fault Localisation: Theoretical and Empirical Analysis.

Shin Yoo, Xiaoyuan Xie, Fei-Ching Kuo, Tsong Yueh Chen, Mark Harman

ACM Trans. Softw. Eng. Methodol., 2017

Software effort estimation based on open source projects: Case study of Github.

Fumin Qi, Xiao-Yuan Jing, Xiaoke Zhu, Xiaoyuan Xie, Baowen Xu, Shi Ying

Inf. Softw. Technol., 2017

Multi-Level Random Walk for Software Test Suite Reduction.

Zongzheng Chi, Jifeng Xuan, Zhilei Ren, Xiaoyuan Xie, He Guo

IEEE Comput. Intell. Mag., 2017

Multi-Perspective Visualization to Assist Code Change Review.

Chen Wang, Xiaoyuan Xie, Peng Liang, Jifeng Xuan

Proceedings of the 24th Asia-Pacific Software Engineering Conference, 2017

2016

METRIC: METamorphic Relation Identification based on the Category-choice framework.

Tsong Yueh Chen, Pak-Lok Poon, Xiaoyuan Xie

J. Syst. Softw., 2016

A Search Based Context-Aware Approach for Understanding and Localizing the Fault via Weighted Call Graph.

Jingxuan Tu, Xiaoyuan Xie, Yuming Zhou, Baowen Xu, Lin Chen

Proceedings of the Third International Conference on Trustworthy Systems and their Applications, 2016

Test Case Prioritization Using Adaptive Random Sequence with Category-Partition-Based Distance.

Xiaofang Zhang, Xiaoyuan Xie, Tsong Yueh Chen

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

Looking for an MR?: try METWiki today.

Xiaoyuan Xie, Jiahao Li, Chen Wang, Tsong Yueh Chen

Proceedings of the 1st International Workshop on Metamorphic Testing, 2016

Revisit of automatic debugging via human focus-tracking analysis.

Xiaoyuan Xie, Zicong Liu, Shuo Song, Zhenyu Chen, Jifeng Xuan, Baowen Xu

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

Code Coverage-Based Failure Proximity without Test Oracles.

Jingxuan Tu, Xiaoyuan Xie, Baowen Xu

Proceedings of the 40th IEEE Annual Computer Software and Applications Conference, 2016

2015

Search-based QoS ranking prediction for web services in cloud environments.

Chengying Mao, Jifu Chen, Dave Towey, Jinfu Chen, Xiaoyuan Xie

Future Gener. Comput. Syst., 2015

Crash reproduction via test case mutation: let existing test cases help.

Jifeng Xuan, Xiaoyuan Xie, Martin Monperrus

Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015

A Revisit of a Theoretical Analysis on Spectrum-Based Fault Localization.

Tsong Yueh Chen, Xiaoyuan Xie, Fei-Ching Kuo, Baowen Xu

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems.

Qiang He, Xiaoyuan Xie, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, Hai Jin

Proceedings of the 2015 IEEE International Conference on Services Computing, 2015

2014

A Cost-driven Approach for Metamorphic Testing.

Jing Chen, Fei-Ching Kuo, Xiaoyuan Xie, Lu Wang

J. Softw., 2014

Bottom-up Integration Testing with the Technique of Metamorphic Testing.

Xiaoyuan Xie, Jingxuan Tu, Tsong Yueh Chen, Baowen Xu

Proceedings of the 2014 14th International Conference on Quality Software, 2014

2013

A theoretical analysis of the risk evaluation formulas for spectrum-based fault localization.

Xiaoyuan Xie, Tsong Yueh Chen, Fei-Ching Kuo, Baowen Xu

ACM Trans. Softw. Eng. Methodol., 2013

Metamorphic slice: An application in spectrum-based fault localization.

Xiaoyuan Xie, W. Eric Wong, Tsong Yueh Chen, Baowen Xu

Inf. Softw. Technol., 2013

Provably Optimal and Human-Competitive Results in SBSE for Spectrum Based Fault Localisation.

Xiaoyuan Xie, Fei-Ching Kuo, Tsong Yueh Chen, Shin Yoo, Mark Harman

Proceedings of the Search Based Software Engineering - 5th International Symposium, 2013

2011

Testing and validating machine learning classifiers by metamorphic testing.

Xiaoyuan Xie, Joshua Wing Kei Ho, Christian Murphy, Gail E. Kaiser, Baowen Xu, Tsong Yueh Chen

J. Syst. Softw., 2011

Spectrum-Based Fault Localization: Testing Oracles are No Longer Mandatory.

Xiaoyuan Xie, W. Eric Wong, Tsong Yueh Chen, Baowen Xu

Proceedings of the 11th International Conference on Quality Software, 2011

2010

Isolating Suspiciousness from Spectrum-Based Fault Localization Techniques.

Xiaoyuan Xie, Tsong Yueh Chen, Baowen Xu

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

An Optimization Strategy for Evolutionary Testing Based on Cataclysm.

Meng Wang, Bixin Li, Zhengshan Wang, Xiaoyuan Xie

Proceedings of the Workshop Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, 2010

2009

An innovative approach for testing bioinformatics programs using metamorphic testing.

Tsong Yueh Chen, Joshua Wing Kei Ho, Huai Liu, Xiaoyuan Xie

BMC Bioinform., 2009

Application of Metamorphic Testing to Supervised Classifiers.

Xiaoyuan Xie, Joshua Wing Kei Ho, Christian Murphy, Gail E. Kaiser, Baowen Xu, Tsong Yueh Chen

Proceedings of the Ninth International Conference on Quality Software, 2009

2005

Configuration Strategies for Evolutionary Testing.

Xiaoyuan Xie, Baowen Xu, Changhai Nie, Liang Shi, Lei Xu

Proceedings of the 29th Annual International Computer Software and Applications Conference, 2005

A Dynamic Optimization Strategy for Evolutionary Testing.

Xiaoyuan Xie, Liang Shi, Changhai Nie, Yanxiang He, Baowen Xu

Proceedings of the 12th Asia-Pacific Software Engineering Conference (APSEC 2005), 2005