Xiao Yu

According to our database, Xiao Yu authored at least 61 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

TTAFPred: Prediction of time to aging failure for software systems based on a two-stream multi-scale features fusion network.

Kai Jia, Xiao Yu, Chen Zhang, Wenzhi Xie, Dongdong Zhao, Jianwen Xiang

Softw. Qual. J., December, 2024

A multi-objective effort-aware defect prediction approach based on NSGA-II.

Xiao Yu, Liming Liu, Lin Zhu, Jacky Wai Keung, Zijian Wang, Fuyang Li

Appl. Soft Comput., December, 2024

Assessing Effectiveness of Test Suites: What Do We Know and What Should We Do?

Peng Zhang, Yang Wang, Xutong Liu, Zeyu Lu, Yibiao Yang, Yanhui Li, Lin Chen, Ziyuan Wang, Chang-Ai Sun, Xiao Yu, Yuming Zhou

ACM Trans. Softw. Eng. Methodol., May, 2024

A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering.

Xiaoxue Ma, Jacky Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li

IEEE Trans. Ind. Informatics, February, 2024

Energy-Aware and Trust-Collaboration Cross-Domain Resource Allocation Algorithm for Edge-Cloud Workflows.

Juan Li, Zhiwei Qin, Wei Liu, Xiao Yu

IEEE Internet Things J., February, 2024

HyperED: A hierarchy-aware network based on hyperbolic geometry for event detection.

Meng Zhang, Zhiwen Xie, Jin Liu, Xiao Liu, Xiao Yu, Bo Huang

Comput. Intell., February, 2024

Improving effort-aware defect prediction by directly learning to rank software modules.

Xiao Yu, Jiqing Rao, Lei Liu, Guancheng Lin, Wenhua Hu, Jacky Wai Keung, Junwei Zhou, Jianwen Xiang

Inf. Softw. Technol., January, 2024

Improving the undersampling technique by optimizing the termination condition for software defect prediction.

Shuo Feng, Jacky Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao

Expert Syst. Appl., January, 2024

Data preparation for Deep Learning based Code Smell Detection: A systematic literature review.

Fengji Zhang, Zexian Zhang, Jacky Wai Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu

J. Syst. Softw., 2024

PMTT: Parallel multi-scale temporal convolution network and transformer for predicting the time to aging failure of software systems.

Kai Jia, Xiao Yu, Chen Zhang, Wenzhi Xie, Dongdong Zhao, Jianwen Xiang

J. Syst. Softw., 2024

On the relative value of clustering techniques for Unsupervised Effort-Aware Defect Prediction.

Peixin Yang, Lin Zhu, Yanjiao Zhang, Chuanxiang Ma, Liming Liu, Xiao Yu, Wenhua Hu

Expert Syst. Appl., 2024

HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks.

Fengji Zhang, Linquan Wu, Huiyu Bai, Guancheng Lin, Xiao Li, Xiao Yu, Yue Wang, Bei Chen, Jacky Keung

CoRR, 2024

Where Are Large Language Models for Code Generation on GitHub?

Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia

CoRR, 2024

Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?

Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia

CoRR, 2024

On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations.

Xiaoxue Ma, Huiqi Zou, Jacky Keung, Pinjia He, Yishu Li, Xiao Yu, Federica Sarro

CoRR, 2024

Practitioners' Expectations on Automated Test Generation.

Xiao Yu, Lei Liu, Xing Hu, Jacky Keung, Xin Xia, David Lo

Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

2023

AttSum: A Deep Attention-Based Summarization Model for Bug Report Title Generation.

Xiaoxue Ma, Jacky Wai Keung, Xiao Yu, Huiqi Zou, Jingyu Zhang, Yishu Li

IEEE Trans. Reliab., December, 2023

On the relative value of imbalanced learning for code smell detection.

Fuyang Li, Kuan Zou, Jacky Wai Keung, Xiao Yu, Shuo Feng, Yan Xiao

Softw. Pract. Exp., October, 2023

Query Path Generation via Bidirectional Reasoning for Multihop Question Answering From Knowledge Bases.

Geng Zhang, Jin Liu, Guangyou Zhou, Zhiwen Xie, Xiao Yu, Xiaohui Cui

IEEE Trans. Cogn. Dev. Syst., September, 2023

Revisiting 'revisiting supervised methods for effort-aware cross-project defect prediction'.

Fuyang Li, Peixin Yang, Jacky Wai Keung, Wenhua Hu, Haoyu Luo, Xiao Yu

IET Softw., August, 2023

ISSRE 2021 special section.

Jacky Wai Keung, Leonardo Mariani, Jianwen Xiang, Xiao Yu

Inf. Softw. Technol., July, 2023

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.

Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung

J. Syst. Softw., June, 2023

Finding the best learning to rank algorithms for effort-aware defect prediction.

Xiao Yu, Heng Dai, Li Li, Xiaodong Gu, Jacky Wai Keung, Kwabena Ebo Bennin, Fuyang Li, Jin Liu

Inf. Softw. Technol., May, 2023

On the Significance of Category Prediction for Code-Comment Synchronization.

Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang

ACM Trans. Softw. Eng. Methodol., April, 2023

The impact of feature selection techniques on effort-aware defect prediction: An empirical study.

Fuyang Li, Wanpeng Lu, Jacky Wai Keung, Xiao Yu, Lina Gong, Juan Li

IET Softw., April, 2023

Software Aging Prediction for Cloud Services Using a Gate Recurrent Unit Neural Network Model Based on Time Series Decomposition.

Kai Jia, Xiao Yu, Chen Zhang, Wenhua Hu, Dongdong Zhao, Jianwen Xiang

IEEE Trans. Emerg. Top. Comput., 2023

2022

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

Inf. Softw. Technol., 2022

Predicting the precise number of software defects: Are we there yet?

Xiao Yu, Jacky Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai

Inf. Softw. Technol., 2022

CASMS: Combining clustering with attention semantic model for identifying security bug reports.

Xiaoxue Ma, Jacky Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang

Inf. Softw. Technol., 2022

The Impact of Software Aging and Rejuvenation on the User Experience for Android System.

Kai Jia, Xiao Yu, Chen Zhang, Wenhua Hu, Dongdong Zhao, Jianwen Xiang

Proceedings of the IEEE 33rd International Symposium on Software Reliability Engineering, 2022

2021

Improving Ponzi Scheme Contract Detection Using Multi-Channel TextCNN and Transformer.

Yizhou Chen, Heng Dai, Xiao Yu, Wenhua Hu, Zhiwen Xie, Cheng Tan

Sensors, 2021

Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction.

Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang

Inf. Softw. Technol., 2021

COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction.

Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang

Inf. Softw. Technol., 2021

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.

Fengji Zhang, Jacky Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

CoRR, 2021

AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features.

Zhen Yang, Jacky Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng

Appl. Soft Comput., 2021

Research on Logic Control of Variable Transmission Ratio SBW based on Pan-Boolean Algebra.

Yichi Zhang, Chun Xiao, Jing Chen, Xiao Yu, Shengwen Jing

Proceedings of the RobCE 2021: 2021 International Conference on Robotics and Control Engineering, 2021

Learning to rank software modules for effort-aware defect prediction.

Jiqing Rao, Xiao Yu, Chen Zhang, Junwei Zhou, Jianwen Xiang

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

A Cross-Project Aging-Related Bug Prediction Approach Based on Joint Probability Domain Adaptation and k-means SMOTE.

Dimeng Li, Mengting Liang, Bin Xu, Xiao Yu, Junwei Zhou, Jianwen Xiang

Proceedings of the 21st IEEE International Conference on Software Quality, 2021

A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.

Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang

Proceedings of the 29th IEEE/ACM International Conference on Program Comprehension, 2021

Within-Project Software Aging Defect Prediction Based on Active Learning.

Mengting Liang, Dimeng Li, Bin Xu, Dongdong Zhao, Xiao Yu, Jianwen Xiang

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction.

Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

2020

Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM.

Xiao Yu, Jin Liu, Jacky Wai Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Junping Wang, Xiaohui Cui

IEEE Trans. Reliab., 2020

The influence mechanism of organizational slack on CSR from the perspective of property heterogeneity: Evidence from China's intelligent manufacturing.

Quan Zhang, Renyan Mu, Yue Hu, Lu Zhang, Xiao Yu

J. Intell. Fuzzy Syst., 2020

Revisiting the Impact of Concept Drift on Just-in-Time Quality Assurance.

Kwabena Ebo Bennin, Nauman Bin Ali, Jürgen Börstler, Xiao Yu

Proceedings of the 20th IEEE International Conference on Software Quality, 2020

2019

Scalable and parallel sequential pattern mining using spark.

Xiao Yu, Qing Li, Jin Liu

World Wide Web, 2019

Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning.

Zhou Xu, Shuai Pang, Tao Zhang, Xiapu Luo, Jin Liu, Yutian Tang, Xiao Yu, Lei Xue

J. Comput. Sci. Technol., 2019

A Hybrid Feature Selection Method for Software Fault Prediction.

Yiheng Jian, Xiao Yu, Zhou Xu, Ziyi Ma

IEICE Trans. Inf. Syst., 2019

An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction.

Xiao Yu, Kwabena Ebo Bennin, Jin Liu, Jacky Wai Keung, Xiaofei Yin, Zhou Xu

Proceedings of the 26th IEEE International Conference on Software Analysis, 2019

2018

Cross-company defect prediction via semi-supervised clustering-based data filtering and MSTrA-based transfer learning.

Xiao Yu, Man Wu, Yiheng Jian, Kwabena Ebo Bennin, Mandi Fu, Chuanxiang Ma

Soft Comput., 2018

2017

A cloud-based taxi trace mining framework for smart city.

Jin Liu, Xiao Yu, Zheng Xu, Kim-Kwang Raymond Choo, Liang Hong, Xiaohui Cui

Softw. Pract. Exp., 2017

The Bayesian Network based program dependence graph and its application to fault localization.

Xiao Yu, Jin Liu, Zijiang Yang, Xiao Liu

J. Syst. Softw., 2017

Improving Cross-Company Defect Prediction with Data Filtering.

Xiao Yu, Jin Liu, Weiqiang Peng, Xingyu Peng

Int. J. Softw. Eng. Knowl. Eng., 2017

A Data Filtering Method Based on Agglomerative Clustering.

Xiao Yu, Peipei Zhou, Jiansheng Zhang, Jin Liu

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Combing Data Filter and Data Sampling for Cross-Company Defect Prediction: An Empricial Study.

Xiao Yu, Man Wu, Yan Zhang, Mandi Fu

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

A Reinforced Hungarian Algorithm for Task Allocation in Global Software Development.

Xiao Yu, Man Wu, Xiangyang Jia, Ye Liu

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Learning from Imbalanced Data for Predicting the Number of Software Defects.

Xiao Yu, Jin Liu, Zijiang Yang, Xiangyang Jia, Qi Ling, Sizhe Ye

Proceedings of the 28th IEEE International Symposium on Software Reliability Engineering, 2017

2016

Online social trust reinforced personalized recommendation.

Yuehua Cheng, Jin Liu, Xiao Yu

Pers. Ubiquitous Comput., 2016

A Multi-Source Approach for Bug Triage.

Jin Liu, Yiqiuzi Tian, Xiao Yu, Zijiang Yang, Xiangyang Jia, Chuanxiang Ma, Zheng Xu

Int. J. Softw. Eng. Knowl. Eng., 2016

A Multi-Source TrAdaBoost Approach for Cross-Company Defect Prediction.

Xiao Yu, Jin Liu, Mandi Fu, Chuanxiang Ma, Guoping Nie

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Bayesian Network Based Program Dependence Graph for Fault Localization.

Xiao Yu, Jin Liu, Zijiang James Yang, Xiao Liu, Xiaofei Yin, Shijie Yi

Proceedings of the 2016 IEEE International Symposium on Software Reliability Engineering Workshops, 2016

2015

A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm.

Xiao Yu, Jin Liu, Xiao Liu, Chuanxiang Ma, Bin Li

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015