Dr. YU Xiao (余嘯)
Research Output
- 2024
- Published
Data Preparation for Deep Learning based Code Smell Detection: A Systematic Literature Review
Zhang, F., Zhang, Z., Keung, J. W., Tang, X., Yang, Z., Yu, X. & Hu, W., Oct 2024, In: Journal of Systems and Software. 216, 112131.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 3 - Published
A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering
Ma, X., Keung, J., He, P., Xiao, Y., Yu, X. & Li, Y., Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 1687-1697 12 p., 10138120.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - 2023
- Published
ATTSUM: A Deep Attention-Based Summarization Model for Bug Report Title Generation
Ma, X., Keung, J. W., Yu, X., Zou, H., Zhang, J. & Li, Y., Dec 2023, In: IEEE Transactions on Reliability. 72, 4, p. 1663-1677Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
On the relative value of imbalanced learning for code smell detection
Li, F., Zou, K., Keung, J. W., Yu, X., Feng, S. & Xiao, Y., Oct 2023, In: Software - Practice and Experience. 53, 10, p. 1902-1927Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 16 - Published
Revisiting ‘revisiting supervised methods for effort-aware cross-project defect prediction’
Li, F., Yang, P., Keung, J. W., Hu, W., Luo, H. & Yu, X., Aug 2023, In: IET Software. 17, 4, p. 472-495Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 10 - Published
ISSRE 2021 special section
Keung, J. W., Mariani, L., Xiang, J. & Yu, X., Jul 2023, In: Information and Software Technology. 159, 107227.Research output: Journal Publications and Reviews › Editorial Preface
- Published
Finding the best learning to rank algorithms for effort-aware defect prediction
Yu, X., Dai, H., Li, L., Gu, X., Keung, J. W., Bennin, K. E. & Li, F. & 1 others, , May 2023, In: Information and Software Technology. 157, 107165.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17 - Published
On the Significance of Category Prediction for Code-Comment Synchronization
YANG, Z., KEUNG, J. W., YU, X., XIAO, Y., JIN, Z. & ZHANG, J., Apr 2023, In: ACM Transactions on Software Engineering and Methodology. 32, 2, p. 1–41Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
The impact of feature selection techniques on effort-aware defect prediction: An empirical study
Li, F., Lu, W., Keung, J. W., Yu, X., Gong, L. & Li, J., Apr 2023, In: IET Software. 17, 2, p. 168-193Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 22 - 2022
- Published
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information
Zhang, F., Yu, X., Keung, J., Li, F., Xie, Z., Yang, Z. & Ma, C. & 1 others, , Aug 2022, In: Information and Software Technology. 148, 106922.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24 - Published
CASMS: Combining clustering with attention semantic model for identifying security bug reports
Ma, X., Keung, J., Yang, Z., Yu, X., Li, Y. & Zhang, H., Jul 2022, In: Information and Software Technology. 147, 106906.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 18 - Published
Predicting the precise number of software defects: Are we there yet?
Yu, X., Keung, J., Xiao, Y., Feng, S., Li, F. & Dai, H., Jun 2022, In: Information and Software Technology. 146, 106847.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - 2021
- Published
AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features
Yang, Z., Keung, J., Kabir, M. A., Yu, X., Tang, Y., Zhang, M. & Feng, S., Nov 2021, In: Applied Soft Computing. 111, 107649.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 17 - Published
COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction
Feng, S., Keung, J., Yu, X., Xiao, Y., Bennin, K. E., Kabir, M. A. & Zhang, M., Jan 2021, In: Information and Software Technology. 129, 106432.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 105 - Published
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts
Yang, Z., Keung, J., Yu, X., Gu, X., Wei, Z., Ma, X. & Zhang, M., 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension: ICPC 2021. Institute of Electrical and Electronics Engineers, Inc., p. 1-12 12 p. 9463060. (IEEE International Conference on Program Comprehension).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 58 - Published
ROCT: Radius-based class overlap cleaning technique to alleviate the class overlap problem in software defect prediction
Feng, S., Keung, J., Liu, J., Xiao, Y., Yu, X. & Zhang, M., 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Institute of Electrical and Electronics Engineers, Inc., p. 228-237 (Proceedings - IEEE Annual Computers, Software, and Applications Conference, COMPSAC).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 7 - 2020
- Published
Revisiting the Impact of Concept Drift on Just-in-Time Quality Assurance
Bennin, K. E., Ali, N. B., Börstler, J. & Yu, X., Dec 2020, Proceedings 2020 IEEE 20th International Conference on Software Quality, Reliability, and Security: QRS 2020. Institute of Electrical and Electronics Engineers, Inc., p. 53-59 9282807. (Proceedings - IEEE International Conference on Software Quality, Reliability, and Security, QRS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 9 - Published
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM
Yu, X., Liu, J., Keung, J. W., Li, Q., Bennin, K. E., Xu, Z. & Wang, J. & 1 others, , Mar 2020, In: IEEE Transactions on Reliability. 69, 1, p. 139-153Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 50 - 2019
- Published
Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning
Xu, Z., Pang, S., Zhang, T., Luo, X.-P., Liu, J., Tang, Y.-T. & Yu, X. & 1 others, , Sept 2019, In: Journal of Computer Science and Technology. 34, 5, p. 1039-1062Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 64 - Published
An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction
Yu, X., Bennin, K. E., Liu, J., Keung, J. W., Yin, X. & Xu, Z., Feb 2019, SANER '19 - Proceedings of the 2019 IEEE 26th International Conference on Software Analysis, Evolution, and Reengineering. Wang, X., Lo, D. & Shihab, E. (eds.). Institute of Electrical and Electronics Engineers, Inc., p. 298-309 8668033. (Proceedings of the ... IEEE International Conference on Software Analysis, Evolution, and Reengineering).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 40
