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Books and Theses
- 2021
[b1]Xiaoyuan Xie, Baowen Xu
:
Essential Spectrum-based Fault Localization. Springer 2021, ISBN 978-981-33-6178-2, pp. 1-172
Journal Articles
- 2024
- [j25]Yi Song, Xiaoyuan Xie, Baowen Xu:
When debugging encounters artificial intelligence: state of the art and open challenges. Sci. China Inf. Sci. 67(4) (2024) - 2023
- [j24]Xiaoyuan Xie, Shuo Jin, Songqiang Chen:
qaAskeR+: a novel testing method for question answering software via asking recursive questions. Autom. Softw. Eng. 30(1): 14 (2023) - 2022
- [j23]Jun Wang, Xiaofang Zhang, Lin Chen, Xiaoyuan Xie:
Personalizing label prediction for GitHub issues. Inf. Softw. Technol. 145: 106845 (2022) - [j22]Yi Song, Xiaoyuan Xie, Quanming Liu, Xihao Zhang, Xi Wu:
A comprehensive empirical investigation on failure clustering in parallel debugging. J. Syst. Softw. 193: 111452 (2022) - [j21]Xiaoyuan Xie, Upulee Kanewala, Alastair F. Donaldson:
Workshop Summary: 7th International Workshop on Metamorphic Testing (MET 2022). ACM SIGSOFT Softw. Eng. Notes 47(4): 35-36 (2022) - [j20]Xiaoyuan Xie, Yuhui Su, Songqiang Chen, Lin Chen, Jifeng Xuan, Baowen Xu:
MULA: A Just-In-Time Multi-labeling System for Issue Reports. IEEE Trans. Reliab. 71(1): 250-263 (2022) - 2021
- [j19]Henghui Zhao, Yanhui Li, Fanwei Liu, Xiaoyuan Xie, Lin Chen:
State and tendency: an empirical study of deep learning question&answer topics on Stack Overflow. Sci. China Inf. Sci. 64(11) (2021) - [j18]Chang-Ai Sun, An Fu, Pak-Lok Poon, Xiaoyuan Xie, Huai Liu, Tsong Yueh Chen:
METRIC$^{+}$+: A Metamorphic Relation Identification Technique Based on Input Plus Output Domains. IEEE Trans. Software Eng. 47(9): 1764-1785 (2021) - 2020
- [j17]Xiaoyuan Xie, Zhiyi Zhang, Tsong Yueh Chen, Yang Liu, Pak-Lok Poon, Baowen Xu:
METTLE: A METamorphic Testing Approach to Assessing and Validating Unsupervised Machine Learning Systems. IEEE Trans. Reliab. 69(4): 1293-1322 (2020) - 2019
- [j16]Weiqin Zou, Jifeng Xuan, Xiaoyuan Xie, Zhenyu Chen, Baowen Xu:
How does code style inconsistency affect pull request integration? An exploratory study on 117 GitHub projects. Empir. Softw. Eng. 24(6): 3871-3903 (2019) - [j15]Jingxuan Tu, Xiaoyuan Xie, Tsong Yueh Chen, Baowen Xu:
On the analysis of spectrum based fault localization using hitting sets. J. Syst. Softw. 147: 106-123 (2019) - [j14]Yongfeng Gu, Jifeng Xuan, Hongyu Zhang, Lanxin Zhang, Qingna Fan, Xiaoyuan Xie, Tieyun Qian:
Does the fault reside in a stack trace? Assisting crash localization by predicting crashing fault residence. J. Syst. Softw. 148: 88-104 (2019) - [j13]Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum:
Workshop Summary: 2019 IEEE / ACM Fourth International Workshop on Metamorphic Testing (MET 2019). ACM SIGSOFT Softw. Eng. Notes 44(3): 56-59 (2019) - 2018
- [j12]Xiaoyuan Xie, Markus Stumptner, T. H. Tse:
Introduction to the special issue on program debugging. J. Syst. Softw. 140: 109-110 (2018) - 2017
- [j11]Zongzheng Chi, Jifeng Xuan, Zhilei Ren, Xiaoyuan Xie, He Guo:
Multi-Level Random Walk for Software Test Suite Reduction. IEEE Comput. Intell. Mag. 12(2): 24-33 (2017) - [j10]Fumin Qi, Xiao-Yuan Jing, Xiaoke Zhu, Xiaoyuan Xie, Baowen Xu, Shi Ying:
Software effort estimation based on open source projects: Case study of Github. Inf. Softw. Technol. 92: 145-157 (2017) - [j9]Shin Yoo, Xiaoyuan Xie, Fei-Ching Kuo, Tsong Yueh Chen, Mark Harman:
Human Competitiveness of Genetic Programming in Spectrum-Based Fault Localisation: Theoretical and Empirical Analysis. ACM Trans. Softw. Eng. Methodol. 26(1): 4:1-4:30 (2017) - [j8]Qiang He, Xiaoyuan Xie, Yanchun Wang, Dayong Ye, Feifei Chen, Hai Jin, Yun Yang:
Localizing Runtime Anomalies in Service-Oriented Systems. IEEE Trans. Serv. Comput. 10(1): 94-106 (2017) - 2016
- [j7]Tsong Yueh Chen, Pak-Lok Poon, Xiaoyuan Xie:
METRIC: METamorphic Relation Identification based on the Category-choice framework. J. Syst. Softw. 116: 177-190 (2016) - 2015
- [j6]Chengying Mao, Jifu Chen, Dave Towey, Jinfu Chen, Xiaoyuan Xie:
Search-based QoS ranking prediction for web services in cloud environments. Future Gener. Comput. Syst. 50: 111-126 (2015) - 2014
- [j5]Jing Chen, Fei-Ching Kuo, Xiaoyuan Xie, Lu Wang:
A Cost-driven Approach for Metamorphic Testing. J. Softw. 9(9): 2267-2275 (2014) - 2013
- [j4]Xiaoyuan Xie, W. Eric Wong, Tsong Yueh Chen, Baowen Xu:
Metamorphic slice: An application in spectrum-based fault localization. Inf. Softw. Technol. 55(5): 866-879 (2013) - [j3]Xiaoyuan Xie, Tsong Yueh Chen, Fei-Ching Kuo, Baowen Xu:
A theoretical analysis of the risk evaluation formulas for spectrum-based fault localization. ACM Trans. Softw. Eng. Methodol. 22(4): 31:1-31:40 (2013) - 2011
- [j2]Xiaoyuan Xie, Joshua Wing Kei Ho, Christian Murphy, Gail E. Kaiser, Baowen Xu, Tsong Yueh Chen:
Testing and validating machine learning classifiers by metamorphic testing. J. Syst. Softw. 84(4): 544-558 (2011) - 2009
- [j1]Tsong Yueh Chen, Joshua Wing Kei Ho, Huai Liu, Xiaoyuan Xie:
An innovative approach for testing bioinformatics programs using metamorphic testing. BMC Bioinform. 10 (2009)
Conference and Workshop Papers
- 2024
- [c33]Yi Song, Xihao Zhang, Xiaoyuan Xie, Quanming Liu, Ruizhi Gao, Chenliang Xing:
ReClues: Representing and indexing failures in parallel debugging with program variables. ICSE 2024: 111:1-111:13 - [c32]Xiaoyuan Xie, Zhipeng Cai, Songqiang Chen, Jifeng Xuan:
FastLog: An End-to-End Method to Efficiently Generate and Insert Logging Statements. ISSTA 2024: 26-37 - [c31]Wenjie Liu, Gong Chen, Xiaoyuan Xie:
FMCS: Improving Code Search by Multi-Modal Representation Fusion and Momentum Contrastive Learning. QRS 2024: 632-638 - 2023
- [c30]Gong Chen, Xiaoyuan Xie:
ML-KGCL: Multi-level Knowledge Graph Contrastive Learning for Recommendation. DASFAA (2) 2023: 253-268 - [c29]Zhipeng Cai, Songqiang Chen, Xiaoyuan Xie:
Properly Offer Options to Improve the Practicality of Software Document Completion Tools. ICPC 2023: 237-241 - 2022
- [c28]Xiaoyuan Xie, Ying Duan, Songqiang Chen, Jifeng Xuan:
Towards the Robustness of Multiple Object Tracking Systems. ISSRE 2022: 402-413 - [c27]Xiaoyuan Xie, Pengbo Yin, Songqiang Chen:
Boosting the Revealing of Detected Violations in Deep Learning Testing: A Diversity-Guided Method. ASE 2022: 17:1-17:13 - [c26]Yi Song, Xiaoyuan Xie, Xihao Zhang, Quanming Liu, Ruizhi Gao:
Evolving Ranking-Based Failure Proximities for Better Clustering in Fault Isolation. ASE 2022: 41:1-41:13 - 2021
- [c25]Songqiang Chen, Shuo Jin, Xiaoyuan Xie:
Testing Your Question Answering Software via Asking Recursively. ASE 2021: 104-116 - [c24]Shuo Jin, Songqiang Chen, Xiaoyuan Xie:
Property-based Test for Part-of-Speech Tagging Tool. ASE 2021: 1306-1311 - [c23]Songqiang Chen, Shuo Jin, Xiaoyuan Xie:
Validation on machine reading comprehension software without annotated labels: a property-based method. ESEC/SIGSOFT FSE 2021: 590-602 - [c22]Xiaoyuan Xie, Haolin Yang, Qiang He, Lin Chen:
Towards Understanding Tool-chain Bugs in the LLVM Compiler Infrastructure. SANER 2021: 1-11 - 2020
- [c21]Songqiang Chen, Xiaoyuan Xie, Bangguo Yin, Yuanxiang Ji, Lin Chen, Baowen Xu:
Stay Professional and Efficient: Automatically Generate Titles for Your Bug Reports. ASE 2020: 385-397 - 2019
- [c20]Zhiyi Zhang, Xiaoyuan Xie:
On the Investigation of Essential Diversities for Deep Learning Testing Criteria. QRS 2019: 394-405 - 2018
- [c19]Xin Zhang, Yang Chen, Yongfeng Gu, Weiqin Zou, Xiaoyuan Xie, Xiangyang Jia, Jifeng Xuan:
How do Multiple Pull Requests Change the Same Code: A Study of Competing Pull Requests in GitHub. ICSME 2018: 228-239 - [c18]Jiewei Zhang, Xiaoyuan Xie, Zhiyi Zhang:
How Reliable Is Your Outsourcing Service for Data Mining? A Metamorphic Method for Verifying the Result Integrity. SATE 2018: 120-136 - 2017
- [c17]Chen Wang, Xiaoyuan Xie, Peng Liang, Jifeng Xuan:
Multi-Perspective Visualization to Assist Code Change Review. APSEC 2017: 564-569 - 2016
- [c16]Jingxuan Tu, Xiaoyuan Xie, Baowen Xu:
Code Coverage-Based Failure Proximity without Test Oracles. COMPSAC 2016: 133-142 - [c15]Xiaoyuan Xie, Jiahao Li, Chen Wang, Tsong Yueh Chen:
Looking for an MR?: try METWiki today. MET@ICSE 2016: 1-4 - [c14]Xiaoyuan Xie, Zicong Liu, Shuo Song, Zhenyu Chen, Jifeng Xuan, Baowen Xu:
Revisit of automatic debugging via human focus-tracking analysis. ICSE 2016: 808-819 - [c13]Xiaofang Zhang, Xiaoyuan Xie, Tsong Yueh Chen:
Test Case Prioritization Using Adaptive Random Sequence with Category-Partition-Based Distance. QRS 2016: 374-385 - [c12]Jingxuan Tu, Xiaoyuan Xie, Yuming Zhou, Baowen Xu, Lin Chen:
A Search Based Context-Aware Approach for Understanding and Localizing the Fault via Weighted Call Graph. TSA 2016: 64-72 - 2015
- [c11]Qiang He, Xiaoyuan Xie, Feifei Chen, Yanchun Wang, Rajesh Vasa, Yun Yang, Hai Jin:
Spectrum-Based Runtime Anomaly Localisation in Service-Based Systems. SCC 2015: 90-97 - [c10]Tsong Yueh Chen, Xiaoyuan Xie, Fei-Ching Kuo, Baowen Xu:
A Revisit of a Theoretical Analysis on Spectrum-Based Fault Localization. COMPSAC (Stephen S. Yau Academic Symposium) 2015: 17-22 - [c9]Jifeng Xuan, Xiaoyuan Xie, Martin Monperrus:
Crash reproduction via test case mutation: let existing test cases help. ESEC/SIGSOFT FSE 2015: 910-913 - 2014
- [c8]Xiaoyuan Xie, Jingxuan Tu, Tsong Yueh Chen, Baowen Xu:
Bottom-up Integration Testing with the Technique of Metamorphic Testing. QSIC 2014: 73-78 - 2013
- [c7]Xiaoyuan Xie, Fei-Ching Kuo, Tsong Yueh Chen, Shin Yoo, Mark Harman:
Provably Optimal and Human-Competitive Results in SBSE for Spectrum Based Fault Localisation. SSBSE 2013: 224-238 - 2011
- [c6]Xiaoyuan Xie, W. Eric Wong, Tsong Yueh Chen, Baowen Xu:
Spectrum-Based Fault Localization: Testing Oracles are No Longer Mandatory. QSIC 2011: 1-10 - 2010
- [c5]Meng Wang, Bixin Li, Zhengshan Wang, Xiaoyuan Xie:
An Optimization Strategy for Evolutionary Testing Based on Cataclysm. COMPSAC Workshops 2010: 359-364 - [c4]Xiaoyuan Xie, Tsong Yueh Chen, Baowen Xu:
Isolating Suspiciousness from Spectrum-Based Fault Localization Techniques. QSIC 2010: 385-392 - 2009
- [c3]Xiaoyuan Xie, Joshua Wing Kei Ho, Christian Murphy, Gail E. Kaiser, Baowen Xu, Tsong Yueh Chen:
Application of Metamorphic Testing to Supervised Classifiers. QSIC 2009: 135-144 - 2005
- [c2]Xiaoyuan Xie, Liang Shi, Changhai Nie, Yanxiang He, Baowen Xu:
A Dynamic Optimization Strategy for Evolutionary Testing. APSEC 2005: 568-575 - [c1]Xiaoyuan Xie, Baowen Xu, Changhai Nie, Liang Shi, Lei Xu:
Configuration Strategies for Evolutionary Testing. COMPSAC (2) 2005: 13-14
Editorship
- 2019
- [e3]Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum:
Proceedings of the 4th International Workshop on Metamorphic Testing, MET@ICSE 2019, Montreal, QC, Canada, May 26, 2019. IEEE / ACM 2019, ISBN 978-1-7281-2235-9 [contents] - 2018
- [e2]Xiaoyuan Xie, Laura L. Pullum, Pak-Lok Poon:
3rd IEEE/ACM International Workshop on Metamorphic Testing, MET 2018, Gothenburg, Sweden, May 27, 2018. ACM 2018, ISBN 978-1-4503-5729-6 [contents] - 2017
- [e1]Wei Dong, Xiaoyuan Xie:
2017 International Conference on Software Analysis, Testing and Evolution, SATE 2017, Harbin, China, November 3-4, 2017. IEEE 2017, ISBN 978-1-5386-3687-9 [contents]
Informal and Other Publications
- 2024
- [i8]Chunying Zhou, Xiaoyuan Xie, Gong Chen, Peng He, Bing Li:
Multi-View Adaptive Contrastive Learning for Information Retrieval Based Fault Localization. CoRR abs/2409.12519 (2024) - 2023
- [i7]Yi Song, Xihao Zhang, Xiaoyuan Xie, Quanming Liu, Ruizhi Gao, Chenliang Xing:
A novel failure indexing approach with run-time values of program variables. CoRR abs/2302.01032 (2023) - [i6]Yi Song, Xihao Zhang, Xiaoyuan Xie, Songqiang Chen, Quanming Liu, Ruizhi Gao:
SURE: A Visualized Failure Indexing Approach using Program Memory Spectrum. CoRR abs/2310.12415 (2023) - [i5]Xiaoyuan Xie, Zhipeng Cai, Songqiang Chen, Jifeng Xuan:
Generate Complete Logging Statements with an Efficient End-to-End Approach. CoRR abs/2311.02862 (2023) - [i4]Xiaoyuan Xie, Xingpeng Li, Songqiang Chen:
Metamorphic Testing of Image Captioning Systems via Reduction-based Transformations. CoRR abs/2311.11791 (2023) - [i3]Xiaoyuan Xie, Shuo Jin, Songqiang Chen, Shing-Chi Cheung:
Word Closure-Based Metamorphic Testing for Machine Translation. CoRR abs/2312.12056 (2023) - 2022
- [i2]Yi Song, Xiaoyuan Xie, Quanming Liu, Xihao Zhang, Xi Wu:
A Comprehensive Empirical Investigation on Failure Clustering in Parallel Debugging. CoRR abs/2207.07992 (2022) - 2018
- [i1]Zhiyi Zhang, Xiaoyuan Xie, Tsong Yueh Chen, Yang Liu, Baowen Xu:
A Validation and Quality Assessment Method with Metamorphic Relations for Unsupervised Machine Learning Software. CoRR abs/1807.10453 (2018)
Coauthor Index
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