Xiao Yu

81 papers A* 2A 6B 1C 6Journal 59Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
CoT defender: Preemptive chain-of-thought occupation for jailbreak attack mitigation.
Neural Networks
Xiaokang Li, Jin Liu, Yongqiang Tang, Zhiwen Xie, Yihe Wang, Xiao Yu, Long Zhao, Bo Huang
2026 J jnl
R
Empir. Softw. Eng.
Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang
2025 J jnl
Large language model ChatGPT versus small deep learning models for self-admitted technical debt detection: Why not together?
Softw. Pract. Exp.
Jun Li, Lixian Li, Jin Liu, Xiao Yu, Xiao Liu, Jacky Wai Keung
2025 J jnl
Less Is More: Unlocking Semi-Supervised Deep Learning for Vulnerability Detection.
ACM Trans. Softw. Eng. Methodol.
Xiao Yu, Guancheng Lin, Xing Hu, Jacky Wai Keung, Xin Xia
2025 J jnl
Lightweight Model Editing for LLMs to Correct Deprecated API Recommendations.
CoRR
Guancheng Lin, Xiao Yu, Jacky Keung, Xing Hu, Xin Xia, Alex X. Liu
2025 J jnl
NegCPARBP: Enhancing Privacy Protection for Cross-Project Aging-Related Bug Prediction Based on Negative Database.
IEEE Trans. Emerg. Top. Comput.
Dongdong Zhao, Zhihui Liu, Fengji Zhang, Lei Liu, Jacky Wai Keung, Xiao Yu
2025 J jnl
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations.
IEEE Trans. Software Eng.
Xiaoxue Ma, Huiqi Zou, Pinjia He, Jacky Keung, Yishu Li, Xiao Yu, Federica Sarro
2025 J jnl
Practitioners' Expectations on Log Anomaly Detection.
IEEE Trans. Software Eng.
Xiaoxue Ma, Yishu Li, Jacky Keung, Xiao Yu, Huiqi Zou, Zhen Yang, Federica Sarro, Earl T. Barr
2025 J jnl
R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking.
CoRR
Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang
2025 A* conf
RealisticCodeBench: Towards More Realistic Evaluation of Large Language Models for Code Generation.
ASE
Xiao Yu, Haoxuan Chen, Lei Liu, Xing Hu, Jacky Wai Keung, Xin Xia
2025 J jnl
Towards Understanding Bugs in Distributed Training and Inference Frameworks for Large Language Models.
CoRR
Xiao Yu, Haoxuan Chen, Feifei Niu, Xing Hu, Jacky Wai Keung, Xin Xia
2025 C conf
Where Is Self-admitted Code Generated by Large Language Models on GitHub?
APSEC
Xiao Yu, Lei Liu, Xing Hu, Jin Liu, Xin Xia
2024 J jnl
A Semisupervised Approach for Industrial Anomaly Detection via Self-Adaptive Clustering.
IEEE Trans. Ind. Informatics
Xiaoxue Ma, Jacky Keung, Pinjia He, Yan Xiao, Xiao Yu, Yishu Li
2024 J jnl
A multi-objective effort-aware defect prediction approach based on NSGA-II.
Appl. Soft Comput.
Xiao Yu, Liming Liu, Lin Zhu, Jacky Wai Keung, Zijian Wang, Fuyang Li
2024 J jnl
Assessing Effectiveness of Test Suites: What Do We Know and What Should We Do?
ACM Trans. Softw. Eng. Methodol.
Peng Zhang, Yang Wang, Xutong Liu, Zeyu Lu, Yibiao Yang, Yanhui Li, Lin Chen, Ziyuan Wang, Chang-Ai Sun, Xiao Yu, Yuming Zhou
2024 J jnl
Data Preparation for Deep Learning based Code Smell Detection: A Systematic Literature Review.
CoRR
Fengji Zhang, Zexian Zhang, Jacky Wai Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu
2024 J jnl
Data preparation for Deep Learning based Code Smell Detection: A systematic literature review.
J. Syst. Softw.
Fengji Zhang, Zexian Zhang, Jacky Wai Keung, Xiangru Tang, Zhen Yang, Xiao Yu, Wenhua Hu
2024 J jnl
Energy-Aware and Trust-Collaboration Cross-Domain Resource Allocation Algorithm for Edge-Cloud Workflows.
IEEE Internet Things J.
Juan Li, Zhiwei Qin, Wei Liu, Xiao Yu
2024 J jnl
Fight Fire With Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?
IEEE Trans. Software Eng.
Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia
2024 J jnl
Fight Fire with Fire: How Much Can We Trust ChatGPT on Source Code-Related Tasks?
CoRR
Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia
2024 J jnl
HumanEval-V: Evaluating Visual Understanding and Reasoning Abilities of Large Multimodal Models Through Coding Tasks.
CoRR
Fengji Zhang, Linquan Wu, Huiyu Bai, Guancheng Lin, Xiao Li, Xiao Yu, Yue Wang, Bei Chen, Jacky Keung
2024 J jnl
HyperED: A hierarchy-aware network based on hyperbolic geometry for event detection.
Comput. Intell.
Meng Zhang, Zhiwen Xie, Jin Liu, Xiao Liu, Xiao Yu, Bo Huang
2024 J jnl
Improving effort-aware defect prediction by directly learning to rank software modules.
Inf. Softw. Technol.
Xiao Yu, Jiqing Rao, Lei Liu, Guancheng Lin, Wenhua Hu, Jacky Wai Keung, Junwei Zhou, Jianwen Xiang
2024 J jnl
Improving the undersampling technique by optimizing the termination condition for software defect prediction.
Expert Syst. Appl.
Shuo Feng, Jacky Keung, Yan Xiao, Peichang Zhang, Xiao Yu, Xiaochun Cao
2024 J jnl
On the Influence of Data Resampling for Deep Learning-Based Log Anomaly Detection: Insights and Recommendations.
CoRR
Xiaoxue Ma, Huiqi Zou, Jacky Keung, Pinjia He, Yishu Li, Xiao Yu, Federica Sarro
2024 J jnl
On the relative value of clustering techniques for Unsupervised Effort-Aware Defect Prediction.
Expert Syst. Appl.
Peixin Yang, Lin Zhu, Yanjiao Zhang, Chuanxiang Ma, Liming Liu, Xiao Yu, Wenhua Hu
2024 J jnl
PMTT: Parallel multi-scale temporal convolution network and transformer for predicting the time to aging failure of software systems.
J. Syst. Softw.
Kai Jia, Xiao Yu, Chen Zhang, Wenzhi Xie, Dongdong Zhao, Jianwen Xiang
2024 A conf
Practitioners' Expectations on Automated Test Generation.
ISSTA
Xiao Yu, Lei Liu, Xing Hu, Jacky Keung, Xin Xia, David Lo
2024 J jnl
Practitioners' Expectations on Log Anomaly Detection.
CoRR
Xiaoxue Ma, Yishu Li, Jacky Keung, Xiao Yu, Huiqi Zou, Zhen Yang, Federica Sarro, Earl T. Barr
2024 — conf
Return-to-Go Predicting Decision Transformer for Energy-Saving in 5G Base Stations with Photovoltaic Integration.
WCSP
Jun Li, Xiao Yu, Pengcheng Xia, Ting Ma, Jie Zhang
2024 J jnl
TTAFPred: Prediction of time to aging failure for software systems based on a two-stream multi-scale features fusion network.
Softw. Qual. J.
Kai Jia, Xiao Yu, Chen Zhang, Wenzhi Xie, Dongdong Zhao, Jianwen Xiang
2024 A* conf
What Makes a High-Quality Training Dataset for Large Language Models: A Practitioners' Perspective.
ASE
Xiao Yu, Zexian Zhang, Feifei Niu, Xing Hu, Xin Xia, John Grundy
2024 J jnl
Where Are Large Language Models for Code Generation on GitHub?
CoRR
Xiao Yu, Lei Liu, Xing Hu, Jacky Wai Keung, Jin Liu, Xin Xia
2023 J jnl
AttSum: A Deep Attention-Based Summarization Model for Bug Report Title Generation.
IEEE Trans. Reliab.
Xiaoxue Ma, Jacky Wai Keung, Xiao Yu, Huiqi Zou, Jingyu Zhang, Yishu Li
2023 J jnl
Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer.
J. Syst. Softw.
Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung
2023 J jnl
Finding the best learning to rank algorithms for effort-aware defect prediction.
Inf. Softw. Technol.
Xiao Yu, Heng Dai, Li Li, Xiaodong Gu, Jacky Wai Keung, Kwabena Ebo Bennin, Fuyang Li, Jin Liu
2023 J jnl
ISSRE 2021 special section.
Inf. Softw. Technol.
Jacky Wai Keung, Leonardo Mariani, Jianwen Xiang, Xiao Yu
2023 J jnl
On the Significance of Category Prediction for Code-Comment Synchronization.
ACM Trans. Softw. Eng. Methodol.
Zhen Yang, Jacky Wai Keung, Xiao Yu, Yan Xiao, Zhi Jin, Jingyu Zhang
2023 J jnl
On the relative value of imbalanced learning for code smell detection.
Softw. Pract. Exp.
Fuyang Li, Kuan Zou, Jacky Wai Keung, Xiao Yu, Shuo Feng, Yan Xiao
2023 J jnl
Query Path Generation via Bidirectional Reasoning for Multihop Question Answering From Knowledge Bases.
IEEE Trans. Cogn. Dev. Syst.
Geng Zhang, Jin Liu, Guangyou Zhou, Zhiwen Xie, Xiao Yu, Xiaohui Cui
2023 J jnl
Revisiting 'revisiting supervised methods for effort-aware cross-project defect prediction'.
IET Softw.
Fuyang Li, Peixin Yang, Jacky Wai Keung, Wenhua Hu, Haoyu Luo, Xiao Yu
2023 J jnl
Software Aging Prediction for Cloud Services Using a Gate Recurrent Unit Neural Network Model Based on Time Series Decomposition.
IEEE Trans. Emerg. Top. Comput.
Kai Jia, Xiao Yu, Chen Zhang, Wenhua Hu, Dongdong Zhao, Jianwen Xiang
2023 J jnl
The impact of feature selection techniques on effort-aware defect prediction: An empirical study.
IET Softw.
Fuyang Li, Wanpeng Lu, Jacky Wai Keung, Xiao Yu, Lina Gong, Juan Li
2022 J jnl
CASMS: Combining clustering with attention semantic model for identifying security bug reports.
Inf. Softw. Technol.
Xiaoxue Ma, Jacky Keung, Zhen Yang, Xiao Yu, Yishu Li, Hao Zhang
2022 J jnl
Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer.
CoRR
Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky W. Keung
2022 J jnl
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.
Inf. Softw. Technol.
Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang
2022 J jnl
Predicting the precise number of software defects: Are we there yet?
Inf. Softw. Technol.
Xiao Yu, Jacky Keung, Yan Xiao, Shuo Feng, Fuyang Li, Heng Dai
2022 A conf
The Impact of Software Aging and Rejuvenation on the User Experience for Android System.
ISSRE
Kai Jia, Xiao Yu, Chen Zhang, Wenhua Hu, Dongdong Zhao, Jianwen Xiang
2021 A ed.
32nd IEEE International Symposium on Software Reliability Engineering, ISSRE 2021, Wuhan, China, October 25-28, 2021
ISSRE
Zhi Jin, Xuandong Li, Jianwen Xiang, Leonardo Mariani, Ting Liu, Xiao Yu, Nahgmeh Ivaki
2021 — conf
A Cross-Project Aging-Related Bug Prediction Approach Based on Joint Probability Domain Adaptation and k-means SMOTE.
QRS Companion
Dimeng Li, Mengting Liang, Bin Xu, Xiao Yu, Junwei Zhou, Jianwen Xiang
2021 A conf
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.
ICPC
Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang
2021 J jnl
A Multi-Modal Transformer-based Code Summarization Approach for Smart Contracts.
CoRR
Zhen Yang, Jacky Keung, Xiao Yu, Xiaodong Gu, Zhengyuan Wei, Xiaoxue Ma, Miao Zhang
2021 J jnl
AComNN: Attention enhanced Compound Neural Network for financial time-series forecasting with cross-regional features.
Appl. Soft Comput.
Zhen Yang, Jacky Keung, Md. Alamgir Kabir, Xiao Yu, Yutian Tang, Miao Zhang, Shuo Feng
2021 J jnl
COSTE: Complexity-based OverSampling TEchnique to alleviate the class imbalance problem in software defect prediction.
Inf. Softw. Technol.
Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Kwabena Ebo Bennin, Md. Alamgir Kabir, Miao Zhang
2021 J jnl
Improving Ponzi Scheme Contract Detection Using Multi-Channel TextCNN and Transformer.
Sensors
Yizhou Chen, Heng Dai, Xiao Yu, Wenhua Hu, Zhiwen Xie, Cheng Tan
2021 J jnl
Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information.
CoRR
Fengji Zhang, Jacky Keung, Xiao Yu, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang
2021 J jnl
Investigation on the stability of SMOTE-based oversampling techniques in software defect prediction.
Inf. Softw. Technol.
Shuo Feng, Jacky Keung, Xiao Yu, Yan Xiao, Miao Zhang
2021 — conf
Learning to rank software modules for effort-aware defect prediction.
QRS Companion
Jiqing Rao, Xiao Yu, Chen Zhang, Junwei Zhou, Jianwen Xiang
2021 B conf
ROCT: Radius-based Class Overlap Cleaning Technique to Alleviate the Class Overlap Problem in Software Defect Prediction.
COMPSAC
Shuo Feng, Jacky Keung, Jie Liu, Yan Xiao, Xiao Yu, Miao Zhang
2021 — conf
Research on Logic Control of Variable Transmission Ratio SBW based on Pan-Boolean Algebra.
RobCE
Yichi Zhang, Chun Xiao, Jing Chen, Xiao Yu, Shengwen Jing
2021 — conf
Within-Project Software Aging Defect Prediction Based on Active Learning.
ISSRE Workshops
Mengting Liang, Dimeng Li, Bin Xu, Dongdong Zhao, Xiao Yu, Jianwen Xiang
2020 J jnl
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM.
IEEE Trans. Reliab.
Xiao Yu, Jin Liu, Jacky Wai Keung, Qing Li, Kwabena Ebo Bennin, Zhou Xu, Junping Wang, Xiaohui Cui
2020 C conf
Revisiting the Impact of Concept Drift on Just-in-Time Quality Assurance.
QRS
Kwabena Ebo Bennin, Nauman Bin Ali, Jürgen Börstler, Xiao Yu
2020 J jnl
The influence mechanism of organizational slack on CSR from the perspective of property heterogeneity: Evidence from China's intelligent manufacturing.
J. Intell. Fuzzy Syst.
Quan Zhang, Renyan Mu, Yue Hu, Lu Zhang, Xiao Yu
2019 J jnl
A Hybrid Feature Selection Method for Software Fault Prediction.
IEICE Trans. Inf. Syst.
Yiheng Jian, Xiao Yu, Zhou Xu, Ziyi Ma
2019 A conf
An Empirical Study of Learning to Rank Techniques for Effort-Aware Defect Prediction.
SANER
Xiao Yu, Kwabena Ebo Bennin, Jin Liu, Jacky Wai Keung, Xiaofei Yin, Zhou Xu
2019 J jnl
Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning.
J. Comput. Sci. Technol.
Zhou Xu, Shuai Pang, Tao Zhang, Xiapu Luo, Jin Liu, Yutian Tang, Xiao Yu, Lei Xue
2019 J jnl
Scalable and parallel sequential pattern mining using spark.
World Wide Web
Xiao Yu, Qing Li, Jin Liu
2018 J jnl
Cross-company defect prediction via semi-supervised clustering-based data filtering and MSTrA-based transfer learning.
Soft Comput.
Xiao Yu, Man Wu, Yiheng Jian, Kwabena Ebo Bennin, Mandi Fu, Chuanxiang Ma
2017 C conf
A Data Filtering Method Based on Agglomerative Clustering.
SEKE
Xiao Yu, Peipei Zhou, Jiansheng Zhang, Jin Liu
2017 C conf
A Reinforced Hungarian Algorithm for Task Allocation in Global Software Development.
SEKE
Xiao Yu, Man Wu, Xiangyang Jia, Ye Liu
2017 J jnl
A cloud-based taxi trace mining framework for smart city.
Softw. Pract. Exp.
Jin Liu, Xiao Yu, Zheng Xu, Kim-Kwang Raymond Choo, Liang Hong, Xiaohui Cui
2017 C conf
Combing Data Filter and Data Sampling for Cross-Company Defect Prediction: An Empricial Study.
SEKE
Xiao Yu, Man Wu, Yan Zhang, Mandi Fu
2017 J jnl
Improving Cross-Company Defect Prediction with Data Filtering.
Int. J. Softw. Eng. Knowl. Eng.
Xiao Yu, Jin Liu, Weiqiang Peng, Xingyu Peng
2017 A conf
Learning from Imbalanced Data for Predicting the Number of Software Defects.
ISSRE
Xiao Yu, Jin Liu, Zijiang Yang, Xiangyang Jia, Qi Ling, Sizhe Ye
2017 J jnl
The Bayesian Network based program dependence graph and its application to fault localization.
J. Syst. Softw.
Xiao Yu, Jin Liu, Zijiang Yang, Xiao Liu
2016 J jnl
A Multi-Source Approach for Bug Triage.
Int. J. Softw. Eng. Knowl. Eng.
Jin Liu, Yiqiuzi Tian, Xiao Yu, Zijiang Yang, Xiangyang Jia, Chuanxiang Ma, Zheng Xu
2016 C conf
A Multi-Source TrAdaBoost Approach for Cross-Company Defect Prediction.
SEKE
Xiao Yu, Jin Liu, Mandi Fu, Chuanxiang Ma, Guoping Nie
2016 — conf
Bayesian Network Based Program Dependence Graph for Fault Localization.
ISSRE Workshops
Xiao Yu, Jin Liu, Zijiang James Yang, Xiao Liu, Xiaofei Yin, Shijie Yi
2016 J jnl
Online social trust reinforced personalized recommendation.
Pers. Ubiquitous Comput.
Yuehua Cheng, Jin Liu, Xiao Yu
2015 — conf
A MapReduce Reinforced Distributed Sequential Pattern Mining Algorithm.
ICA3PP (2)
Xiao Yu, Jin Liu, Xiao Liu, Chuanxiang Ma, Bin Li