Xiaolin Ju

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 21

Top Topics

Logistic Regression

Defect Prediction

Fault Localization

Top Venues

Autom. Softw. Eng.

J. Syst. Softw.

Publications

Zilong Ren, Xiaolin Ju, Xiang Chen, Hao Shen
ProRLearn: boosting prompt tuning-based vulnerability detection by reinforcement learning. Autom. Softw. Eng. 31 (2) (2024)
Guilong Lu, Xiaolin Ju, Xiang Chen, Wenlong Pei, Zhilong Cai
GRACE: Empowering LLM-based software vulnerability detection with graph structure and in-context learning. J. Syst. Softw. 212 (2024)
Yiheng Shen, Xiaolin Ju, Xiang Chen, Guang Yang
Bash comment generation via data augmentation and semantic-aware CodeBERT. Autom. Softw. Eng. 31 (1) (2024)
Hao Shen, Xiaolin Ju, Xiang Chen, Guang Yang
EDP-BGCNN: Effective Defect Prediction via BERT-based Graph Convolutional Neural Network. COMPSAC (2023)
Yiheng Shen, Xiaolin Ju, Xiang Chen, Guang Yang
An Empirical Study of Adversarial Training in Code Comment Generation. SEKE (2023)
Guilong Lu, Xiaolin Ju, Xiang Chen, Shaoyu Yang, Liang Chen, Hao Shen
Assessing the Effectiveness of Vulnerability Detection via Prompt Tuning: An Empirical Study. APSEC (2023)
Jie Qian, Xiaolin Ju, Xiang Chen
GNet4FL: effective fault localization via graph convolutional neural network. Autom. Softw. Eng. 30 (2) (2023)
Zhihua Chen, Xiaolin Ju, Guilong Lu, Xiang Chen
Blocking Bugs Identification via Binary Relevance and Logistic Regression Analysis. DSA (2022)
Xiangyu Shi, Xiaolin Ju, Xiang Chen, Guilong Lu, Mengqi Xu
SemirFL: Boosting Fault Localization via Combining Semantic Information and Information Retrieval. QRS Companion (2022)
Chunyu Zhao, Yanzhou Mu, Xiang Chen, Jingke Zhao, Xiaolin Ju, Gan Wang
Can test input selection methods for deep neural network guarantee test diversity? A large-scale empirical study. Inf. Softw. Technol. 150 (2022)
Xiang Chen, Zhidan Yuan, Zhanqi Cui, Dun Zhang, Xiaolin Ju
Empirical studies on the impact of filter-based ranking feature selection on security vulnerability prediction. IET Softw. 15 (1) (2021)
Zhihua Chen, Xiaolin Ju, Yiheng Shen, Xiang Chen
Improving Blocking Bug Pair Prediction via Hybrid Deep Learning. QRS Companion (2021)
Jie Qian, Xiaolin Ju, Xiang Chen, Hao Shen, Yiheng Shen
AGFL: A Graph Convolutional Neural Network-Based Method for Fault Localization. QRS (2021)
Xiaolin Ju, Jie Qian, Zhihua Chen, Chunyu Zhao, Junyan Qian
Mulr4FL: Effective Fault Localization of Evolution Software Based on Multivariate Logistic Regression Model. IEEE Access 8 (2020)
Xiang Chen, Dun Zhang, Zhanqi Cui, Qing Gu, Xiaolin Ju
DP-Share: Privacy-Preserving Software Defect Prediction Model Sharing Through Differential Privacy. J. Comput. Sci. Technol. 34 (5) (2019)
Dun Zhang, Xiang Chen, Zhanqi Cui, Xiaolin Ju
Software Defect Prediction Model Sharing Under Differential Privacy. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2018)
Xiaolin Ju, Xiang Chen, Shujuan Jiang, Junyan Qian
An Interactive Debugging Framework with Heuristic Graph. SATE (2017)
Xiang Chen, Yuxiang Shen, Zhanqi Cui, Xiaolin Ju
Applying Feature Selection to Software Defect Prediction Using Multi-objective Optimization. COMPSAC (2) (2017)
Xiaolin Ju, Xiang Chen, Yibiao Yang, Shujuan Jiang, Junyan Qian, Baowen Xu
An In-Depth Study of the Efficiency of Risk Evaluation Formulas for Multi-Fault Localization. QRS Companion (2017)
Xingya Wang, Shujuan Jiang, Pengfei Gao, Xiaolin Ju, Rongcun Wang, Yanmei Zhang
Cost-effective testing based fault localization with distance based test-suite reduction. Sci. China Inf. Sci. 60 (9) (2017)
Xingya Wang, Shujuan Jiang, Pengfei Gao, Xiaolin Ju, Rongcun Wang, Yanmei Zhang
Distance-Based Test-Suite Reduction for Efficient Testing-Based Fault Localization. SATE (2016)
Xingya Wang, Shujuan Jiang, Xiaolin Ju, Heling Cao, Yingqi Liu
Mitigating the Dependence Confounding Effect for Effective Predicate-Based Statistical Fault Localization. COMPSAC (2015)
Yanmei Zhang, Shujuan Jiang, Guan Yuan, Xiaolin Ju, Hongchang Zhang
An approach of class integration test order determination based on test levels. Softw. Pract. Exp. 45 (5) (2015)
Heling Cao, Shujuan Jiang, Xiaolin Ju, Yanmei Zhang, Guan Yuan
Applying Association Analysis to Dynamic Slicing Based Fault Localization. IEICE Trans. Inf. Syst. (8) (2014)
Xiaolin Ju, Shujuan Jiang, Xiang Chen, Xingya Wang, Yanmei Zhang, Heling Cao
HSFal: Effective fault localization using hybrid spectrum of full slices and execution slices. J. Syst. Softw. 90 (2014)
Shujuan Jiang, Dandan Yi, Xiaolin Ju, Lingsai Wang, Yingqi Liu
An approach for test data generation using program slicing and particle swarm optimization. Neural Comput. Appl. 25 (7-8) (2014)
Yingqi Liu, Wei Li, Shujuan Jiang, Yanmei Zhang, Xiaolin Ju
An Approach for Fault Localization Based on Program Slicing and Bayesian. QSIC (2013)