| A two-phase transfer learning model for cross-project defect prediction C Liu, D Yang, X Xia, M Yan, X Zhang Information and Software Technology 107, 125-136, 2019 | 72 | 2019 |
| Automated classification of software change messages by semi-supervised Latent Dirichlet Allocation Y Fu, M Yan, X Zhang, L Xu, D Yang, JD Kymer Information and Software Technology 57, 369-377, 2015 | 72 | 2015 |
| File-level defect prediction: Unsupervised vs. supervised models M Yan, Y Fang, D Lo, X Xia, X Zhang Empirical Software Engineering and Measurement (ESEM), 2017 ACM/IEEE …, 2017 | 58 | 2017 |
| Automating change-level self-admitted technical debt determination M Yan, X Xia, E Shihab, D Lo, J Yin, X Yang IEEE Transactions on Software Engineering 45 (12), 1211-1229, 2018 | 57 | 2018 |
| Which non-functional requirements do developers focus on? an empirical study on stack overflow using topic analysis J Zou, L Xu, W Guo, M Yan, D Yang, X Zhang 2015 IEEE/ACM 12th Working Conference on Mining Software Repositories, 446-449, 2015 | 43 | 2015 |
| Automatically classifying software changes via discriminative topic model: Supporting multi-category and cross-project M Yan, Y Fu, X Zhang, D Yang, L Xu, JD Kymer Journal of Systems and Software 113, 296-308, 2016 | 40 | 2016 |
| A component recommender for bug reports using Discriminative Probability Latent Semantic Analysis M Yan, X Zhang, D Yang, L Xu, JD Kymer Information and Software Technology 73, 37-51, 2016 | 32 | 2016 |
| Improving Code Search with Co-Attentive Representation Learning J Shuai, L Xu, C Liu, M Yan, X Xia, Y Lei Proceedings of the 28th International Conference on Program Comprehension …, 2020 | 30 | 2020 |
| Just-In-Time Defect Identification and Localization: A Two-Phase Framework M Yan, X Xia, Y Fan, AE Hassan, D Lo, S Li IEEE Transactions on Software Engineering, 2020 | 29 | 2020 |
| Characterizing and identifying reverted commits M Yan, X Xia, D Lo, AE Hassan, S Li Empirical Software Engineering 24 (4), 2171-2208, 2019 | 21 | 2019 |
| Automating just-in-time comment updating Z Liu, X Xia, M Yan, S Li Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020 | 20 | 2020 |
| Duplicate Bug Report Detection Using Dual-Channel Convolutional Neural Networks J He, L Xu, M Yan, X Xia, Y Lei Proceedings of the 28th International Conference on Program Comprehension …, 2020 | 20 | 2020 |
| Automated change-prone class prediction on unlabeled dataset using unsupervised method M Yan, X Zhang, C Liu, L Xu, M Yang, D Yang Information and Software Technology 92, 1-16, 2017 | 18 | 2017 |
| Software quality assessment model: a systematic mapping study M YAN, X XIA, X ZHANG, L XU, D YANG, S LI SCIENCE CHINA Information Sciences 62 (191101), 1-191101, 2019 | 17 | 2019 |
| Cross-Project Change-Proneness Prediction C Liu, D Yang, X Xia, M Yan, X Zhang 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC …, 2018 | 16 | 2018 |
| A comprehensive comparative study of clustering-based unsupervised defect prediction models Z Xu, L Li, M Yan, J Liu, X Luo, J Grundy, Y Zhang, X Zhang Journal of Systems and Software 172, 110862, 2021 | 15 | 2021 |
| DeepCommenter: a deep code comment generation tool with hybrid lexical and syntactical information B Li, M Yan, X Xia, X Hu, G Li, D Lo Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 12 | 2020 |
| Simplified Deep Forest Model based Just-In-Time Defect Prediction for Android Mobile Apps K Zhao, Z Xu, T Zhang, Y Tang, M Yan IEEE Transactions on Reliability, 2021 | 11 | 2021 |
| A Systematic Mapping Study of Quality Assessment Models for Software Products M Yan, X Xia, X Zhang, L Xu, D Yang 2017 International Conference on Software Analysis, Testing and Evolution …, 2017 | 11 | 2017 |
| Effort-aware just-in-time defect identification in practice: a case study at Alibaba M Yan, X Xia, Y Fan, D Lo, AE Hassan, X Zhang Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 10 | 2020 |
Xin XiaDirector of Software Engineering Application Technology Lab, Huawei, ChinaVerified email at acm.org
