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Peng Xiao

Orcid: 0000-0002-8118-0730

Affiliations:
  • Beihang University, School of Reliability and System Engineering, Beijing, China


According to our database1, Peng Xiao authored at least 16 papers between 2016 and 2026.

Collaborative distances:

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2026
PRaFFLineDP: Feature fusion with progressive ranking for efficient line-level defect prediction.
[BibTeX]
[DOI]
Fangzhi Han
,
Fengyu Yang
,
Jiayi Chen
,
Fa Zhong
,
Peng Xiao
,
Qijun Liang
Empir. Softw. Eng., September, 2026

TFDP: A triple-Fusion model for software defect prediction with hierarchical AST and multiscale PDG encoding.
[BibTeX]
[DOI]
Wei Zheng
,
Zhenhai Xiong
,
Xin Fan
,
Hao Pan
,
Fengyu Yang
,
Peng Xiao
J. Syst. Softw., 2026

A structural coupling network-based potential software risk identification method.
[BibTeX]
[DOI]
Peng Xiao
,
Qibin Xiao
,
Yisheng Yuan
,
Bo Wu
,
Jiahao Nie
,
Wei Zheng
J. Netw. Comput. Appl., 2026

2025
DCATCN: A temporal convolutional network and cross-attention based UAV sensor anomaly detection method.
[BibTeX]
[DOI]
Bo Wu
,
Chengzi Zhou
,
Yanxi Liu
,
Peng Xiao
,
Wei Zheng
Internet Things, 2025

2024
LineFlowDP: A Deep Learning-Based Two-Phase Approach for Line-Level Defect Prediction.
[BibTeX]
[DOI]
Fengyu Yang
,
Fa Zhong
,
Guangdong Zeng
,
Peng Xiao
,
Wei Zheng
Empir. Softw. Eng., April, 2024

Vulnerability Detection Based on Enhanced Graph Representation Learning.
[BibTeX]
[DOI]
Peng Xiao
,
Qibin Xiao
,
Xusheng Zhang
,
Yumei Wu
,
Fengyu Yang
IEEE Trans. Inf. Forensics Secur., 2024

CfExplainer: Explainable just-in-time defect prediction based on counterfactuals.
[BibTeX]
[DOI]
Fengyu Yang
,
Guangdong Zeng
,
Fa Zhong
,
Peng Xiao
,
Wei Zheng
,
Fuxing Qiu
J. Syst. Softw., 2024

Boosting Spectrum-Based Fault Localization via Multi-Correct Programs in Online Programming.
[BibTeX]
[DOI]
Wei Zheng
,
Hao Hu
,
Tengfei Chen
,
Fengyu Yang
,
Xin Fan
,
Peng Xiao
IEICE Trans. Inf. Syst., 2024

2023
Hybrid Defect Prediction Model Based on Counterfactual Feature Optimization.
[BibTeX]
[DOI]
Wei Zheng
,
Tengfei Chen
,
Mei Ting Hu
,
Fengyu Yang
,
Xin Fan
,
Peng Xiao
Hum. Centric Intell. Syst., September, 2023

Test data generation method based on multiple convergence direction adaptive PSO.
[BibTeX]
[DOI]
Fengyu Yang
,
Yong-jian Fan
,
Peng Xiao
,
Qing Du
Softw. Qual. J., March, 2023

A Method-Level Defect Prediction Approach Based on Structural Features of Method-Calling Network.
[BibTeX]
[DOI]
Fengyu Yang
,
Haoming Xu
,
Peng Xiao
,
Fa Zhong
,
Guangdong Zeng
IEEE Access, 2023

Interpretable Software Defect Prediction Incorporating Multiple Rules.
[BibTeX]
[DOI]
Fengyu Yang
,
Guangdong Zeng
,
Fa Zhong
,
Wei Zheng
,
Peng Xiao
Proceedings of the IEEE International Conference on Software Analysis, 2023

2020
Adaptive Testing Based on Moment Estimation.
[BibTeX]
[DOI]
Peng Xiao
,
Yongfeng Yin
,
Bin Liu
,
Bo Jiang
,
Yashwant K. Malaiya
IEEE Trans. Syst. Man Cybern. Syst., 2020

2018
Feedback-based integrated prediction: Defect prediction based on feedback from software testing process.
[BibTeX]
[DOI]
Peng Xiao
,
Bin Liu
,
Shihai Wang
J. Syst. Softw., 2018

2017
How Domain Knowledge Accumulation Influences Software Defects: An Empirical Analysis.
[BibTeX]
[DOI]
Peng Xiao
,
Bin Liu
,
Xiaobo Yan
,
Fuqun Huang
Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

2016
A Novel Automated GUI Testing Echnology Based on Image Recognition.
[BibTeX]
[DOI]
Zhengwei Yu
,
Peng Xiao
,
Yumei Wu
,
Bin Liu
,
Lijin Wu
Proceedings of the 18th IEEE International Conference on High Performance Computing and Communications; 14th IEEE International Conference on Smart City; 2nd IEEE International Conference on Data Science and Systems, 2016


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