Jun Ai

According to our database, Jun Ai authored at least 60 papers between 2009 and 2024.

Collaborative distances:

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

2024

GRAND: GAN-based software runtime anomaly detection method using trace information.

Shiyi Kong, Jun Ai, Minyan Lu, Yiang Gong

Neural Networks, January, 2024

2023

Semantic feature learning for software defect prediction from source code and external knowledge.

Jingyu Liu, Jun Ai, Minyan Lu, Jie Wang, Haoxiang Shi

J. Syst. Softw., October, 2023

Predicting neural network confidence using high-level feature distance.

Jie Wang, Jun Ai, Minyan Lu, Jingyu Liu, Zili Wu

Inf. Softw. Technol., July, 2023

An Empirical Study of Fault Triggers in Deep Learning Frameworks.

Xiaoting Du, Yulei Sui, Zhihao Liu, Jun Ai

IEEE Trans. Dependable Secur. Comput., 2023

An Intelligent Labeling and Dataset Generating Method for Desktop Application Element Object Detection.

Junda Zhu, Jun Ai, Tao Shi, Congran Zhang, Xinyue Wu

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

Assessing ChatGPT's Comprehension of Perturbed Text through Text Linguistic Features.

Dan Yu, Jun Ai, Haorao Su, Hong Zhang

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

An Evaluation Method for Large Language Models' Code Generation Capability.

Haoran Su, Jun Ai, Dan Yu, Hong Zhang

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

Improving Accuracy of Small Object Detection in Screen based on YOLOv7.

Jianfu Liang, Jun Ai

Proceedings of the 10th International Conference on Dependable Systems and Their Applications, 2023

2022

ACGDP: An Augmented Code Graph-Based System for Software Defect Prediction.

Jiaxi Xu, Jun Ai, Jingyu Liu, Tao Shi

IEEE Trans. Reliab., 2022

Self-admitted technical debt detection by learning its comprehensive semantics via graph neural networks.

Hui Li, Yang Qu, Yong Liu, Rong Chen, Jun Ai, Shikai Guo

Softw. Pract. Exp., 2022

Integrated mission reliability modeling based on extended quality state task network for intelligent multistate manufacturing systems.

Xiuzhen Yang, Yihai He, Ruoyu Liao, Yuqi Cai, Jun Ai

Reliab. Eng. Syst. Saf., 2022

Functional health prognosis approach of multi-station manufacturing system considering coupling operational factors.

Yao Li, Yihai He, Jun Ai, Chengcheng Wang, Xiao Han, Ruoyu Liao, Xiuzhen Yang

Reliab. Eng. Syst. Saf., 2022

The Correlation between Training Set Perturbations and Robustness for CNN Models.

Zili Wu, Jun Ai, Minyan Lu, Jie Wang, Liang Yan

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

A Software Defect Location Method based on Static Analysis Results.

Haoxiang Shi, Wu Liu, Jingyu Liu, Jun Ai, Chunhui Yang

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

A Quantitative Measurement Method of Code Quality Evaluation Indicators based on Data Mining.

Yikang Shao, Wu Liu, Jun Ai, Chunhui Yang

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

2021

Defect Prediction With Semantics and Context Features of Codes Based on Graph Representation Learning.

Jiaxi Xu, Fei Wang, Jun Ai

IEEE Trans. Reliab., 2021

Detection Software Content Failures Using Dynamic Execution Information.

Shiyi Kong, Minyan Lu, Jun Ai, Shuguang Wang

CoRR, 2021

Rating Prediction in Recommender Systems Based on User Behavior Probability and Complex Network Modeling.

Zhan Su, Zuyi Lin, Jun Ai, Hui Li

IEEE Access, 2021

Detection Software Content Failures using Dynamic Execution Information.

Shiyi Kong, Minyan Lu, Bo Sun, Jun Ai, Shuguang Wang

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

Construction of GUI Elements Recognition Model for AI Testing based on Deep Learning.

Congran Zhang, Tao Shi, Jun Ai, Wei Tian

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Software Defect Prediction for Specific Defect Types based on Augmented Code Graph Representation.

Jiaxi Xu, Jun Ai, Tao Shi

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

Code Comprehensibility Evaluation for Java Class based on LDA Topic Model.

Yikang Shao, Jun Ai

Proceedings of the 8th International Conference on Dependable Systems and Their Applications, 2021

2020

Networked Fault Detection of Field Equipment from Monitoring System Based on Fusing of Motion Sensing and Appearance Information.

Chunxue Wu, Shengnan Guo, Yan Wu, Jun Ai, Neal N. Xiong

Multim. Tools Appl., 2020

Human-machine dialogue modelling with the fusion of word- and sentence-level emotions.

Dunlu Peng, Ming Zhou, Cong Liu, Jun Ai

Knowl. Based Syst., 2020

A Dynamic Anomaly Detection Approach Based on Permutation Entropy for Predicting Aging-Related Failures.

Shuguang Wang, Minyan Lu, Shiyi Kong, Jun Ai

Entropy, 2020

Reliability Evaluation for Manufacturing System Based on Dynamic Adaptive Fuzzy Reasoning Petri Net.

Lixiang Wang, Wei Dai, Jun Ai, Weiwei Duan, Yu Zhao

IEEE Access, 2020

Decentralized Collaborative Filtering Algorithms Based on Complex Network Modeling and Degree Centrality.

Jun Ai, Zhan Su, Kaili Wang, Chunxue Wu, Dunlu Peng

IEEE Access, 2020

What Ruined Your Cake: Impacts of Code Modifications on Bug Distribution.

Jun Ai, Haoran Guo, W. Eric Wong

IEEE Access, 2020

Online Prediction of Server Crash Based on Running Data.

Zhuoliang Zou, Jun Ai

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

The Quantitative Relationship between Adversarial Training and Robustness of CNN Model.

Jie Wang, Minyan Lu, Jun Ai, Xueyuan Sun

Proceedings of the 7th International Conference on Dependable Systems and Their Applications, 2020

Analysis on Adversarial Robustness of Deep Learning Model LeNet-5 Based on Data Perturbation.

Yudi Liu, Minyan Lu, Di Peng, Jie Wang, Jun Ai

Proceedings of the 7th International Conference on Dependable Systems and Their Applications, 2020

2019

Implementation and Sustainability of Early Childhood Positive Behavior Support in Kansas: A Statewide Survey.

Jun Ai

PhD thesis, 2019

A Software Network Model for Software Structure and Faults Distribution Analysis.

Jun Ai, Wenzhu Su, Shaoxiong Zhang, Yiwen Yang

IEEE Trans. Reliab., 2019

A Cluster-Based Hybrid Feature Selection Method for Defect Prediction.

Fei Wang, Jun Ai, Zhuoliang Zou

Proceedings of the 19th IEEE International Conference on Software Quality, 2019

A Clone Code Detection Method Based on Software Complex Network.

Haoran Guo, Jun Ai, Tao Shi

Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

A GitHub-Based Data Collection Method for Software Defect Prediction.

Jiaxi Xu, Liang Yan, Fei Wang, Jun Ai

Proceedings of the 6th International Conference on Dependable Systems and Their Applications, 2019

Automatic Detection for Reused Open Source Codes Based on Similarity Identification of Software Networks.

Tao Shi, Liang Yan, Haoran Guo, Jun Ai

Proceedings of the 6th International Conference on Dependable Systems and Their Applications, 2019

2018

Defect Prediction Based on the Characteristics of Multilayer Structure of Software Network.

Yiwen Yang, Jun Ai, Fei Wang

Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

An Approach to Automatic Test Case Generation for Unit Testing.

Pan Liu, Zhenning Jimmy Xu, Jun Ai

Proceedings of the 2018 IEEE International Conference on Software Quality, 2018

Software Reliability Evaluation Method Based on a Software Network.

Jun Ai, Wenzhu Su, Fei Wang

Proceedings of the 2018 IEEE International Symposium on Software Reliability Engineering Workshops, 2018

2017

Probability Model-Based Test Suite Reduction.

Pan Liu, Jun Ai, Zhenning Jimmy Xu

ACM SIGSOFT Softw. Eng. Notes, 2017

An improved robust finite-time dissipative control for uncertain fuzzy descriptor systems with disturbance.

Zhan Su, Jun Ai, Qingling Zhang, Naixue Xiong

Int. J. Syst. Sci., 2017

Empirical Study on the Correlation Between Software Structural Modifications and Its Fault-Proneness.

Fei Wang, Jun Ai, Jiaming Wang

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Identifying Indicators of Fake Reviews Based on Spammer's Behavior Features.

Pan Liu, Zhenning Jimmy Xu, Jun Ai, Fei Wang

Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Identifying key classes of object-oriented software based on software complex network.

Jiaming Wang, Jun Ai, Yiwen Yang, Wenzhu Su

Proceedings of the 2nd International Conference on System Reliability and Safety, 2017

A study for extended regular expression-based testing.

Pan Liu, Jun Ai, Zhenning Jimmy Xu

Proceedings of the 16th IEEE/ACIS International Conference on Computer and Information Science, 2017

2016

An Exploratory Analysis on Software Developers' Bug-Introducing Tendency over Time.

Yihao Li, Dong Li, Fuqun Huang, Shou-Yu Lee, Jun Ai

Proceedings of the International Conference on Software Analysis, Testing and Evolution, 2016

Research on Relations between Software Network Structure and Fault Propagation.

Jun Ai, Linzhi Huang, Fei Wang, Jiaming Wang

Proceedings of the International Conference on Software Analysis, Testing and Evolution, 2016

Correlation between the Distribution of Software Bugs and Network Motifs.

Shaoxiong Zhang, Jun Ai, Xue-Lin Li

Proceedings of the 2016 IEEE International Conference on Software Quality, 2016

MHCP Model for Quality Evaluation for Software Structure Based on Software Complex Network.

Yuwei Yang, Jun Ai, Xue-Lin Li, W. Eric Wong

Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

2015

Finite-time fuzzy stabilisation and control for nonlinear descriptor systems with non-zero initial state.

Zhan Su, Qingling Zhang, Jun Ai, Xin Sun

Int. J. Syst. Sci., 2015

Software Network Models Based on Dynamic Execution for Fault Propagation Research.

Linzhi Huang, Jun Ai, Hanyu Pei

Proceedings of the 2015 IEEE International Conference on Software Quality, 2015

2014

Software Reliability Virtual Testing for Reliability Assessment.

Jun Ai, Hanyu Pei, Liang Yan

Proceedings of the IEEE Eighth International Conference on Software Security and Reliability, 2014

2013

Practical and finite-time fuzzy adaptive control for nonlinear descriptor systems with uncertainties of unknown bound.

Zhan Su, Qingling Zhang, Jun Ai

Int. J. Syst. Sci., 2013

The Determination Method for Software Reliability Qualitative Indices.

Qiuying Li, Lei Luo, Jun Ai

Proceedings of the IEEE 7th International Conference on Software Security and Reliability, 2013

Shortening the Cycle of Software Reliability Testing with Fuzzy Discrimination.

Jun Ai, Feng Zheng, Jingwei Shang

Proceedings of the IEEE 7th International Conference on Software Security and Reliability, 2013

2012

Accelerate the Software Software Reliability Testing Execution Process with Fuzzy Discrimination.

Feng Zheng, Jun Ai, Jingwei Shang, Jinhui Wang

Proceedings of the 23rd IEEE International Symposium on Software Reliability Engineering Workshops, 2012

2009

Design and Implementation for Ladder Diagram in Hydropower Simulation System Based on All Paths Searching Algorithm.

Bo Li, Hai Zhao, Chunhe Song, Hui Li, Jun Ai

Int. J. Commun. Netw. Syst. Sci., 2009

The Method for Measuring Large-scale Object-Oriented Software System.

Haohua Zhang, Hai Zhao, Wei Cai, Jun Ai

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

Software Test Data Generation Based on Multi-agent.

Siwen Yu, Jun Ai, Yifu Zhang

Proceedings of the Advances in Software Engineering, 2009