A Dynamic Optimization Strategy for Evolutionary Testing. - Xiaoyuan Xie; Liang Shi; Changhai Nie; Yanxiang He; Baowen Xu (APSEC, 2005)

Configuration Strategies for Evolutionary Testing. - Xiaoyuan Xie; Baowen Xu; Changhai Nie; Liang Shi; Lei Xu 003 (COMPSAC (2), 2005)

Application of Metamorphic Testing to Supervised Classifiers. - Xiaoyuan Xie; Joshua Wing Kei Ho; Christian Murphy; Gail E. Kaiser; Baowen Xu; Tsong Yueh Chen (QSIC, 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)

An Optimization Strategy for Evolutionary Testing Based on Cataclysm. - Meng Wang; Bixin Li; Zhengshan Wang; Xiaoyuan Xie (COMPSAC Workshops, 2010)

Isolating Suspiciousness from Spectrum-Based Fault Localization Techniques. - Xiaoyuan Xie; Tsong Yueh Chen; Baowen Xu (QSIC, 2010)

Spectrum-Based Fault Localization: Testing Oracles are No Longer Mandatory. - Xiaoyuan Xie; W. Eric Wong; Tsong Yueh Chen; Baowen Xu (QSIC, 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)

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 (SSBSE, 2013)

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)

Bottom-up Integration Testing with the Technique of Metamorphic Testing. - Xiaoyuan Xie; Jingxuan Tu; Tsong Yueh Chen; Baowen Xu (QSIC, 2014)

A Cost-driven Approach for Metamorphic Testing. - Jing Chen; Fei-Ching Kuo; Xiaoyuan Xie; Lu Wang (J. Softw., 2014)

Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems. - Qiang He 001; Xiaoyuan Xie; Feifei Chen 001; Yanchun Wang; Rajesh Vasa; Yun Yang 001; Hai Jin 001 (SCC, 2015)

A Revisit of a Theoretical Analysis on Spectrum-Based Fault Localization. - Tsong Yueh Chen; Xiaoyuan Xie; Fei-Ching Kuo; Baowen Xu (COMPSAC (Stephen S. Yau Academic Symposium), 2015)

Crash reproduction via test case mutation: let existing test cases help. - Jifeng Xuan; Xiaoyuan Xie; Martin Monperrus (ESEC/SIGSOFT FSE, 2015)

Search-based QoS ranking prediction for web services in cloud environments. - Chengying Mao; Jifu Chen 001; Dave Towey; Jinfu Chen 001; Xiaoyuan Xie (Future Gener. Comput. Syst., 2015)

Code Coverage-Based Failure Proximity without Test Oracles. - Jingxuan Tu; Xiaoyuan Xie; Baowen Xu (COMPSAC, 2016)

Revisit of automatic debugging via human focus-tracking analysis. - Xiaoyuan Xie; Zicong Liu; Shuo Song; Zhenyu Chen 001; Jifeng Xuan; Baowen Xu (ICSE, 2016)

Looking for an MR?: try METWiki today. - Xiaoyuan Xie; Jiahao Li; Chen Wang 008; Tsong Yueh Chen (MET@ICSE, 2016)

Test Case Prioritization Using Adaptive Random Sequence with Category-Partition-Based Distance. - Xiaofang Zhang; Xiaoyuan Xie; Tsong Yueh Chen (QRS, 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 015 (TSA, 2016)

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

Multi-Perspective Visualization to Assist Code Change Review. - Chen Wang 008; Xiaoyuan Xie; Peng Liang 001; Jifeng Xuan (APSEC, 2017)

Multi-Level Random Walk for Software Test Suite Reduction. - Zongzheng Chi; Jifeng Xuan; Zhilei Ren; Xiaoyuan Xie; He Guo 001 (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 001; Xiaoyuan Xie; Yanchun Wang; Dayong Ye; Feifei Chen 001; Hai Jin 001; Yun Yang 001 (IEEE Trans. Serv. Comput., 2017)

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 (ICSME, 2018)

How Reliable Is Your Outsourcing Service for Data Mining? A Metamorphic Method for Verifying the Result Integrity. - Jiewei Zhang; Xiaoyuan Xie; Zhiyi Zhang 005 (SATE, 2018)

A Validation and Quality Assessment Method with Metamorphic Relations for Unsupervised Machine Learning Software. - Zhiyi Zhang 005; Xiaoyuan Xie; Tsong Yueh Chen; Yang Liu 003; Baowen Xu (CoRR, 2018)

Introduction to the special issue on program debugging. - Xiaoyuan Xie; Markus Stumptner; T. H. Tse (J. Syst. Softw., 2018)

On the Investigation of Essential Diversities for Deep Learning Testing Criteria. - Zhiyi Zhang 005; Xiaoyuan Xie (QRS, 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 001; Baowen Xu (Empir. Softw. Eng., 2019)

Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence. - Yongfeng Gu; Jifeng Xuan; Hongyu Zhang 002; Lanxin Zhang; Qingna Fan; Xiaoyuan Xie; Tieyun Qian (J. Syst. Softw., 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)

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)

Stay Professional and Efficient: Automatically Generate Titles for Your Bug Reports. - Songqiang Chen; Xiaoyuan Xie; Bangguo Yin; Yuanxiang Ji; Lin Chen 015; Baowen Xu (ASE, 2020)

METTLE: A METamorphic Testing Approach to Assessing and Validating Unsupervised Machine Learning Systems. - Xiaoyuan Xie; Zhiyi Zhang 005; Tsong Yueh Chen; Yang Liu 003; Pak-Lok Poon; Baowen Xu (IEEE Trans. Reliab., 2020)

Essential Spectrum-based Fault Localization - Xiaoyuan Xie; Baowen Xu (Springer, 2021)

Testing Your Question Answering Software via Asking Recursively. - Songqiang Chen; Shuo Jin; Xiaoyuan Xie (ASE, 2021)

Property-based Test for Part-of-Speech Tagging Tool. - Shuo Jin; Songqiang Chen; Xiaoyuan Xie (ASE, 2021)

Validation on machine reading comprehension software without annotated labels: a property-based method. - Songqiang Chen; Shuo Jin; Xiaoyuan Xie (ESEC/SIGSOFT FSE, 2021)

Towards Understanding Tool-chain Bugs in the LLVM Compiler Infrastructure. - Xiaoyuan Xie; Haolin Yang; Qiang He 001; Lin Chen 015 (SANER, 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 015 (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)

Towards the Robustness of Multiple Object Tracking Systems. - Xiaoyuan Xie; Ying Duan; Songqiang Chen; Jifeng Xuan (ISSRE, 2022)

Evolving Ranking-Based Failure Proximities for Better Clustering in Fault Isolation. - Yi Song; Xiaoyuan Xie; Xihao Zhang; Quanming Liu; Ruizhi Gao (ASE, 2022)

Boosting the Revealing of Detected Violations in Deep Learning Testing: A Diversity-Guided Method. - Xiaoyuan Xie; Pengbo Yin; Songqiang Chen (ASE, 2022)

Personalizing label prediction for GitHub issues. - Jun Wang 151; Xiaofang Zhang; Lin Chen 015; 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 015; Jifeng Xuan; Baowen Xu (IEEE Trans. Reliab., 2022)

ML-KGCL: Multi-level Knowledge Graph Contrastive Learning for Recommendation. - Gong Chen; Xiaoyuan Xie (DASFAA (2), 2023)

Properly Offer Options to Improve the Practicality of Software Document Completion Tools. - Zhipeng Cai; Songqiang Chen; Xiaoyuan Xie (ICPC, 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)

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)

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

ReClues: Representing and indexing failures in parallel debugging with program variables. - Yi Song; Xihao Zhang; Xiaoyuan Xie; Quanming Liu; Ruizhi Gao; Chenliang Xing (ICSE, 2024)

FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements. - Xiaoyuan Xie; Zhipeng Cai; Songqiang Chen; Jifeng Xuan (ISSTA, 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 (ASE, 2024)

FMCS: Improving Code Search by Multi-Modal Representation Fusion and Momentum Contrastive Learning. - Wenjie Liu; Gong Chen; Xiaoyuan Xie (QRS, 2024)

When debugging encounters artificial intelligence: state of the art and open challenges. - Yi Song; Xiaoyuan Xie; Baowen Xu (Sci. China Inf. Sci., 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 001 (CoRR, 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)

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

Hedgecode: A Multi-Task Hedging Contrastive Learning Framework for Code Search. - Gong Chen; Xiaoyuan Xie; Daniel Tang; Qi Xin; Wenjie Liu (ICSE, 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)

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)

MT4DP: Data Poisoning Attack Detection for DL-based Code Search Models via Metamorphic Testing. - Gong Chen; Wenjie Liu; Xiaoyuan Xie; Xunzhu Tang; Tegawendé F. Bissyandé; Songqiang Chen (CoRR, 2025)