RFMC-CS: a representation fusion based multi-view momentum contrastive learning framework for code search - Gong Chen; Wenjie Liu; Xiaoyuan Xie (Autom. Softw. Eng., 2025)

Hedgecode: A Multi-Task Hedging Contrastive Learning Framework for Code Search - Gong Chen; Xiaoyuan Xie; Daniel Tang; Qi Xin; Wenjie Liu (47th IEEE/ACM International Conference on Software Engineering, ICSE 2025, Ottawa, ON, Canada, April 26 - May 6, 2025, 2025)

IssueCourier: Multi-Relational Heterogeneous Temporal Graph Neural Network for Open-Source Issue Assignment - Chunying Zhou; Xiaoyuan Xie; Gong Chen; Peng He; Bing Li (CoRR, 2025)

When debugging encounters artificial intelligence: state of the art and open challenges - Yi Song; Xiaoyuan Xie; Baowen Xu (Sci. China Inf. Sci., 2024)

Word Closure-Based Metamorphic Testing for Machine Translation - Xiaoyuan Xie; Shuo Jin; Songqiang Chen; Shing-Chi Cheung (ACM Trans. Softw. Eng. Methodol., 2024)

SURE: A Visualized Failure Indexing Approach Using Program Memory Spectrum - Yi Song; Xihao Zhang; Xiaoyuan Xie; Songqiang Chen; Quanming Liu; Ruizhi Gao (ACM Trans. Softw. Eng. Methodol., 2024)

Metamorphic Testing of Image Captioning Systems via Image-Level Reduction - Xiaoyuan Xie; Xingpeng Li; Songqiang Chen (IEEE Trans. Software Eng., 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, ICSE 2024, Lisbon, Portugal, April 14-20, 2024, 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, ISSTA 2024, Vienna, Austria, September 16-20, 2024, 2024)

Do not neglect what's on your hands: localizing software faults with exception trigger stream - Xihao Zhang; Yi Song; Xiaoyuan Xie; Qi Xin; Chenliang Xing (Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, ASE 2024, Sacramento, CA, USA, October 27 - November 1, 2024, 2024)

FMCS: Improving Code Search by Multi-Modal Representation Fusion and Momentum Contrastive Learning - Wenjie Liu; Gong Chen; Xiaoyuan Xie (24th IEEE International Conference on Software Quality, Reliability and Security, QRS 2024, Cambridge, United Kingdom, July 1-5, 2024, 2024)

Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization - Chunying Zhou; Xiaoyuan Xie; Gong Chen; Peng He; Bing Li (CoRR, 2024)

Subgraph-Oriented Testing for Deep Learning Libraries - Xiaoyuan Xie; Yan Song; Songqiang Chen; Jinfu Chen (CoRR, 2024)

qaAskeR\(^+\): a novel testing method for question answering software via asking recursive questions - Xiaoyuan Xie; Shuo Jin; Songqiang Chen (Autom. Softw. Eng., 2023)

ML-KGCL: Multi-level Knowledge Graph Contrastive Learning for Recommendation - Gong Chen; Xiaoyuan Xie (Database Systems for Advanced Applications - 28th International Conference, DASFAA 2023, Tianjin, China, April 17-20, 2023, Proceedings, Part II, 2023)

Properly Offer Options to Improve the Practicality of Software Document Completion Tools - Zhipeng Cai; Songqiang Chen; Xiaoyuan Xie (31st IEEE/ACM International Conference on Program Comprehension, ICPC 2023, Melbourne, Australia, May 15-16, 2023, 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)

SURE: A Visualized Failure Indexing Approach using Program Memory Spectrum - Yi Song; Xihao Zhang; Xiaoyuan Xie; Songqiang Chen; Quanming Liu; Ruizhi Gao (CoRR, 2023)

Generate Complete Logging Statements with an Efficient End-to-End Approach - Xiaoyuan Xie; Zhipeng Cai; Songqiang Chen; Jifeng Xuan (CoRR, 2023)

Metamorphic Testing of Image Captioning Systems via Reduction-based Transformations - Xiaoyuan Xie; Xingpeng Li; Songqiang Chen (CoRR, 2023)

Word Closure-Based Metamorphic Testing for Machine Translation - Xiaoyuan Xie; Shuo Jin; Songqiang Chen; Shing-Chi Cheung (CoRR, 2023)

Personalizing label prediction for GitHub issues - Jun Wang; Xiaofang Zhang; Lin Chen; Xiaoyuan Xie (Inf. Softw. Technol., 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)

Workshop Summary: 7th International Workshop on Metamorphic Testing (MET 2022) - Xiaoyuan Xie; Upulee Kanewala; Alastair F. Donaldson (ACM SIGSOFT Softw. Eng. Notes, 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)

Towards the Robustness of Multiple Object Tracking Systems - Xiaoyuan Xie; Ying Duan; Songqiang Chen; Jifeng Xuan (IEEE 33rd International Symposium on Software Reliability Engineering, ISSRE 2022, Charlotte, NC, USA, October 31 - Nov. 3, 2022, 2022)

Boosting the Revealing of Detected Violations in Deep Learning Testing: A Diversity-Guided Method - Xiaoyuan Xie; Pengbo Yin; Songqiang Chen (37th IEEE/ACM International Conference on Automated Software Engineering, ASE 2022, Rochester, MI, USA, October 10-14, 2022, 2022)

Evolving Ranking-Based Failure Proximities for Better Clustering in Fault Isolation - Yi Song; Xiaoyuan Xie; Xihao Zhang; Quanming Liu; Ruizhi Gao (37th IEEE/ACM International Conference on Automated Software Engineering, ASE 2022, Rochester, MI, USA, October 10-14, 2022, 2022)

A Comprehensive Empirical Investigation on Failure Clustering in Parallel Debugging - Yi Song; Xiaoyuan Xie; Quanming Liu; Xihao Zhang; Xi Wu (CoRR, 2022)

Essential Spectrum-based Fault Localization - Xiaoyuan Xie; Baowen Xu (Springer, 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)

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)

Testing Your Question Answering Software via Asking Recursively - Songqiang Chen; Shuo Jin; Xiaoyuan Xie (36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021, Melbourne, Australia, November 15-19, 2021, 2021)

Property-based Test for Part-of-Speech Tagging Tool - Shuo Jin; Songqiang Chen; Xiaoyuan Xie (36th IEEE/ACM International Conference on Automated Software Engineering, ASE 2021, Melbourne, Australia, November 15-19, 2021, 2021)

Validation on machine reading comprehension software without annotated labels: a property-based method - Songqiang Chen; Shuo Jin; Xiaoyuan Xie (ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Athens, Greece, August 23-28, 2021, 2021)

Towards Understanding Tool-chain Bugs in the LLVM Compiler Infrastructure - Xiaoyuan Xie; Haolin Yang; Qiang He; Lin Chen (28th IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2021, Honolulu, HI, USA, March 9-12, 2021, 2021)

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 (35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020, 2020)

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 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)

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 Investigation of Essential Diversities for Deep Learning Testing Criteria - Zhiyi Zhang; Xiaoyuan Xie (19th IEEE International Conference on Software Quality, Reliability and Security, QRS 2019, Sofia, Bulgaria, July 22-26, 2019, 2019)

Proceedings of the 4th International Workshop on Metamorphic Testing, MET@ICSE 2019, Montreal, QC, Canada, May 26, 2019 - Xiaoyuan Xie; Pak-Lok Poon; Laura L. Pullum (IEEE / ACM, 2019)

Introduction to the special issue on program debugging - Xiaoyuan Xie; Markus Stumptner; T. H. Tse (J. Syst. Softw., 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 (2018 IEEE International Conference on Software Maintenance and Evolution, ICSME 2018, Madrid, Spain, September 23-29, 2018, 2018)

How Reliable Is Your Outsourcing Service for Data Mining? A Metamorphic Method for Verifying the Result Integrity - Jiewei Zhang; Xiaoyuan Xie; Zhiyi Zhang (Software Analysis, Testing, and Evolution - 8th International Conference, SATE 2018, Shenzhen, Guangdong, China, November 23-24, 2018, Proceedings, 2018)

3rd IEEE/ACM International Workshop on Metamorphic Testing, MET 2018, Gothenburg, Sweden, May 27, 2018 - Xiaoyuan Xie; Laura L. Pullum; Pak-Lok Poon (ACM, 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)

Multi-Level Random Walk for Software Test Suite Reduction - Zongzheng Chi; Jifeng Xuan; Zhilei Ren; Xiaoyuan Xie; He Guo (IEEE Comput. Intell. Mag., 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)

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)

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)

Multi-Perspective Visualization to Assist Code Change Review - Chen Wang; Xiaoyuan Xie; Peng Liang; Jifeng Xuan (24th Asia-Pacific Software Engineering Conference, APSEC 2017, Nanjing, China, December 4-8, 2017, 2017)

2017 International Conference on Software Analysis, Testing and Evolution, SATE 2017, Harbin, China, November 3-4, 2017 - Wei Dong; Xiaoyuan Xie (IEEE, 2017)

METRIC: METamorphic Relation Identification based on the Category-choice framework - Tsong Yueh Chen; Pak-Lok Poon; Xiaoyuan Xie (J. Syst. Softw., 2016)

Code Coverage-Based Failure Proximity without Test Oracles - Jingxuan Tu; Xiaoyuan Xie; Baowen Xu (40th IEEE Annual Computer Software and Applications Conference, COMPSAC 2016, Atlanta, GA, USA, June 10-14, 2016, 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, MET@ICSE 2016, Austin, Texas, USA, May 16, 2016, 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, ICSE 2016, Austin, TX, USA, May 14-22, 2016, 2016)

Test Case Prioritization Using Adaptive Random Sequence with Category-Partition-Based Distance - Xiaofang Zhang; Xiaoyuan Xie; Tsong Yueh Chen (2016 IEEE International Conference on Software Quality, Reliability and Security, QRS 2016, Vienna, Austria, August 1-3, 2016, 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 (Third International Conference on Trustworthy Systems and their Applications, TSA 2016, Wuhan, China, September 18-22, 2016, 2016)

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)

Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems - Qiang He; Xiaoyuan Xie; Feifei Chen; Yanchun Wang; Rajesh Vasa; Yun Yang; Hai Jin (2015 IEEE International Conference on Services Computing, SCC 2015, New York City, NY, USA, June 27 - July 2, 2015, 2015)

A Revisit of a Theoretical Analysis on Spectrum-Based Fault Localization - Tsong Yueh Chen; Xiaoyuan Xie; Fei-Ching Kuo; Baowen Xu (39th IEEE Annual Computer Software and Applications Conference, COMPSAC 2015, Taichung, Taiwan, July 1-5, 2015. Volume 1, 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, ESEC/FSE 2015, Bergamo, Italy, August 30 - September 4, 2015, 2015)

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 (2014 14th International Conference on Quality Software, Allen, TX, USA, October 2-3, 2014, 2014)

Metamorphic slice: An application in spectrum-based fault localization - Xiaoyuan Xie; W. Eric Wong; Tsong Yueh Chen; Baowen Xu (Inf. Softw. Technol., 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)

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 (Search Based Software Engineering - 5th International Symposium, SSBSE 2013, St. Petersburg, Russia, August 24-26, 2013. Proceedings, 2013)

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, QSIC 2011, Madrid, Spain, July 13-14, 2011, 2011)

An Optimization Strategy for Evolutionary Testing Based on Cataclysm - Meng Wang; Bixin Li; Zhengshan Wang; Xiaoyuan Xie (Workshop Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, COMPSAC Workshops 2010, Seoul, Korea, 19-23 July 2010, 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, QSIC 2010, Zhangjiajie, China, 14-15 July 2010, 2010)

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, QSIC 2009, Jeju, Korea, August 24-25, 2009, 2009)

A Dynamic Optimization Strategy for Evolutionary Testing - Xiaoyuan Xie; Liang Shi; Changhai Nie; Yanxiang He; Baowen Xu (12th Asia-Pacific Software Engineering Conference (APSEC 2005), 15-17 December 2005, Taipei, Taiwan, 2005)

Configuration Strategies for Evolutionary Testing - Xiaoyuan Xie; Baowen Xu; Changhai Nie; Liang Shi; Lei Xu (29th Annual International Computer Software and Applications Conference, COMPSAC 2005, Edinburgh, Scotland, UK, July 25-28, 2005. Volume 2, 2005)