Jun Ai

76 papers A 2C 3Journal 31Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient Task offloading for Industrial Internet of Things: An enhanced experience-driven DDPG optimization scheme.
Future Gener. Comput. Syst.
Ziming Wang, Xiaogang Dong, Jun Ai, Changshou Deng, Xiwei Dong, Chao Yin
2025 — conf
AI-Powered Software Reliability Engineering and its Application.
ISSSR
Jun Ai
2025 J jnl
An empirical analysis of feature fusion task heads of ViT pre-trained models on OOD classification tasks.
J. Syst. Softw.
Mingxing Zhang, Jun Ai, Tao Shi
2025 J jnl
An explainable recommendation algorithm based on content summarization and linear attention.
Neurocomputing
Jun Ai, Haolin Li, Zhan Su, Fengyu Zhao
2025 — conf
Confidence Correction of Object Detection Based on Heatmap.
DSA
Jianfu Liang, Jun Ai, Wenliang Wei, Yutao Zhang
2025 J jnl
Efficient robust model predictive control for uncertain norm-bounded Markov jump systems with persistent disturbances via matrix partition.
J. Frankl. Inst.
Yuchang Feng, Xue Li, Donglin Shi, Jun Ai
2025 A conf
Enhancing Reliability Assurance for DNN against Numerical Defect with Large Language Models.
ISSRE
Jinyu Liu, Jun Ai, Haoran Su, Tao Shi
2025 J jnl
Multi-stage BiLinear self-attention network for multi-sensor industrial time series classification.
Clust. Comput.
HaoLang Huang, Xiongwen Pang, Chunya Zou, Xiangru Li, Jun Ai
2025 — conf
Software Model Generation and Simulation for Change Impact Analysis with LLM.
QRS Companion
Zijian Huang, Jun Ai, Jingyu Liu
2024 J jnl
A Survey of Neural Network Robustness Assessment in Image Recognition.
CoRR
Jie Wang, Jun Ai, Minyan Lu, Haoran Su, Dan Yu, Yutao Zhang, Junda Zhu, Jingyu Liu
2024 — conf
A Vulnerability Propagation Impact Analysis Approach Based on Code Semantics with LLM.
DSA
Xun Long, Jun Ai, Jieyu Zhao, Yingxiang Huang
2024 J jnl
An Empirical Study on the Effect of Training Data Perturbations on Neural Network Robustness.
Sensors
Jie Wang, Zili Wu, Minyan Lu, Jun Ai
2024 — conf
Automated Structural Test Case Generation for Human-Computer Interaction Software Based on Large Language Model.
DSA
Long Kang, Jun Ai, Minyan Lu
2024 — conf
Enhancing Neuron Coverage of DNN Models for Adversarial Testing.
ISSRE (Workshops)
Zimu Tang, Jun Ai, Jie Wang
2024 J jnl
GRAND: GAN-based software runtime anomaly detection method using trace information.
Neural Networks
Shiyi Kong, Jun Ai, Minyan Lu, Yiang Gong
2024 — conf
Semantic-Weighted Word Error Rate Based on BERT for Evaluating Automatic Speech Recognition Models.
DSA
Yutao Zhang, Jun Ai
2023 J jnl
An Empirical Study of Fault Triggers in Deep Learning Frameworks.
IEEE Trans. Dependable Secur. Comput.
Xiaoting Du, Yulei Sui, Zhihao Liu, Jun Ai
2023 — conf
An Evaluation Method for Large Language Models' Code Generation Capability.
DSA
Haoran Su, Jun Ai, Dan Yu, Hong Zhang
2023 — conf
An Intelligent Labeling and Dataset Generating Method for Desktop Application Element Object Detection.
DSA
Junda Zhu, Jun Ai, Tao Shi, Congran Zhang, Xinyue Wu
2023 — conf
Assessing ChatGPT's Comprehension of Perturbed Text through Text Linguistic Features.
DSA
Dan Yu, Jun Ai, Haorao Su, Hong Zhang
2023 — conf
Improving Accuracy of Small Object Detection in Screen based on YOLOv7.
DSA
Jianfu Liang, Jun Ai
2023 J jnl
Measuring similarity based on user activeness in recommender systems to improve algorithm scalability.
Eng. Appl. Artif. Intell.
Jun Ai, Yifang Cai, Zhan Su, Dunlu Peng, Fengyu Zhao
2023 J jnl
Predicting neural network confidence using high-level feature distance.
Inf. Softw. Technol.
Jie Wang, Jun Ai, Minyan Lu, Jingyu Liu, Zili Wu
2023 J jnl
Semantic feature learning for software defect prediction from source code and external knowledge.
J. Syst. Softw.
Jingyu Liu, Jun Ai, Minyan Lu, Jie Wang, Haoxiang Shi
2022 — conf
A Quantitative Measurement Method of Code Quality Evaluation Indicators based on Data Mining.
DSA
YiKang Shao, Wu Liu, Jun Ai, Chunhui Yang
2022 — conf
A Software Defect Location Method based on Static Analysis Results.
DSA
Haoxiang Shi, Wu Liu, Jingyu Liu, Jun Ai, Chunhui Yang
2022 J jnl
ACGDP: An Augmented Code Graph-Based System for Software Defect Prediction.
IEEE Trans. Reliab.
Jiaxi Xu, Jun Ai, Jingyu Liu, Tao Shi
2022 J jnl
Functional health prognosis approach of multi-station manufacturing system considering coupling operational factors.
Reliab. Eng. Syst. Saf.
Yao Li, Yihai He, Jun Ai, Chengcheng Wang, Xiao Han, Ruoyu Liao, Xiuzhen Yang
2022 J jnl
Integrated mission reliability modeling based on extended quality state task network for intelligent multistate manufacturing systems.
Reliab. Eng. Syst. Saf.
Xiuzhen Yang, Yihai He, Ruoyu Liao, Yuqi Cai, Jun Ai
2022 J jnl
Self-admitted technical debt detection by learning its comprehensive semantics via graph neural networks.
Softw. Pract. Exp.
Hui Li, Yang Qu, Yong Liu, Rong Chen, Jun Ai, Shikai Guo
2022 — conf
The Correlation between Training Set Perturbations and Robustness for CNN Models.
DSA
Zili Wu, Jun Ai, Minyan Lu, Jie Wang, Liang Yan
2021 — conf
Code Comprehensibility Evaluation for Java Class based on LDA Topic Model.
DSA
YiKang Shao, Jun Ai
2021 — conf
Construction of GUI Elements Recognition Model for AI Testing based on Deep Learning.
DSA
Congran Zhang, Tao Shi, Jun Ai, Wei Tian
2021 J jnl
Defect Prediction With Semantics and Context Features of Codes Based on Graph Representation Learning.
IEEE Trans. Reliab.
Jiaxi Xu, Fei Wang, Jun Ai
2021 J jnl
Detection Software Content Failures Using Dynamic Execution Information.
CoRR
Shiyi Kong, Minyan Lu, Jun Ai, Shuguang Wang
2021 — conf
Detection Software Content Failures using Dynamic Execution Information.
QRS Companion
Shiyi Kong, Minyan Lu, Bo Sun, Jun Ai, Shuguang Wang
2021 J jnl
Rating Prediction in Recommender Systems Based on User Behavior Probability and Complex Network Modeling.
IEEE Access
Zhan Su, Zuyi Lin, Jun Ai, Hui Li
2021 — conf
Software Defect Prediction for Specific Defect Types based on Augmented Code Graph Representation.
DSA
Jiaxi Xu, Jun Ai, Tao Shi
2020 J jnl
A Dynamic Anomaly Detection Approach Based on Permutation Entropy for Predicting Aging-Related Failures.
Entropy
Shuguang Wang, Minyan Lu, Shiyi Kong, Jun Ai
2020 — conf
Analysis on Adversarial Robustness of Deep Learning Model LeNet-5 Based on Data Perturbation.
DSA
Yudi Liu, Minyan Lu, Di Peng, Jie Wang, Jun Ai
2020 J jnl
Decentralized Collaborative Filtering Algorithms Based on Complex Network Modeling and Degree Centrality.
IEEE Access
Jun Ai, Zhan Su, Kaili Wang, Chunxue Wu, Dunlu Peng
2020 J jnl
Human-machine dialogue modelling with the fusion of word- and sentence-level emotions.
Knowl. Based Syst.
Dunlu Peng, Ming Zhou, Cong Liu, Jun Ai
2020 J jnl
Networked Fault Detection of Field Equipment from Monitoring System Based on Fusing of Motion Sensing and Appearance Information.
Multim. Tools Appl.
Chunxue Wu, Shengnan Guo, Yan Wu, Jun Ai, Neal N. Xiong
2020 — conf
Online Prediction of Server Crash Based on Running Data.
QRS Companion
Zhuoliang Zou, Jun Ai
2020 J jnl
Reliability Evaluation for Manufacturing System Based on Dynamic Adaptive Fuzzy Reasoning Petri Net.
IEEE Access
Lixiang Wang, Wei Dai, Jun Ai, Weiwei Duan, Yu Zhao
2020 — conf
The Quantitative Relationship between Adversarial Training and Robustness of CNN Model.
DSA
Jie Wang, Minyan Lu, Jun Ai, Xueyuan Sun
2020 J jnl
What Ruined Your Cake: Impacts of Code Modifications on Bug Distribution.
IEEE Access
Jun Ai, Haoran Guo, W. Eric Wong
2019 — conf
A Clone Code Detection Method Based on Software Complex Network.
ISSRE Workshops
Haoran Guo, Jun Ai, Tao Shi
2019 C conf
A Cluster-Based Hybrid Feature Selection Method for Defect Prediction.
QRS
Fei Wang, Jun Ai, Zhuoliang Zou
2019 — conf
A GitHub-Based Data Collection Method for Software Defect Prediction.
DSA
Jiaxi Xu, Liang Yan, Fei Wang, Jun Ai
2019 J jnl
A Software Network Model for Software Structure and Faults Distribution Analysis.
IEEE Trans. Reliab.
Jun Ai, Wenzhu Su, Shaoxiong Zhang, Yiwen Yang
2019 — conf
Automatic Detection for Reused Open Source Codes Based on Similarity Identification of Software Networks.
DSA
Tao Shi, Liang Yan, Haoran Guo, Jun Ai
2019 — —
Implementation and Sustainability of Early Childhood Positive Behavior Support in Kansas: A Statewide Survey.
Jun Ai
2018 — conf
An Approach to Automatic Test Case Generation for Unit Testing.
QRS Companion
Pan Liu, Zhenning Jimmy Xu, Jun Ai
2018 — conf
Defect Prediction Based on the Characteristics of Multilayer Structure of Software Network.
QRS Companion
Yiwen Yang, Jun Ai, Fei Wang
2018 — conf
Software Reliability Evaluation Method Based on a Software Network.
ISSRE Workshops
Jun Ai, Wenzhu Su, Fei Wang
2017 C conf
A study for extended regular expression-based testing.
ICIS
Pan Liu, Jun Ai, Zhenning Jimmy Xu
2017 J jnl
An improved robust finite-time dissipative control for uncertain fuzzy descriptor systems with disturbance.
Int. J. Syst. Sci.
Zhan Su, Jun Ai, Qingling Zhang, Naixue Xiong
2017 — conf
Empirical Study on the Correlation Between Software Structural Modifications and Its Fault-Proneness.
QRS Companion
Fei Wang, Jun Ai, Jiaming Wang
2017 — conf
Identifying Indicators of Fake Reviews Based on Spammer's Behavior Features.
QRS Companion
Pan Liu, Zhenning Jimmy Xu, Jun Ai, Fei Wang
2017 — conf
Identifying key classes of object-oriented software based on software complex network.
ICSRS
Jiaming Wang, Jun Ai, Yiwen Yang, Wenzhu Su
2017 J jnl
Probability Model-Based Test Suite Reduction.
ACM SIGSOFT Softw. Eng. Notes
Pan Liu, Jun Ai, Zhenning Jimmy Xu
2016 — conf
An Exploratory Analysis on Software Developers' Bug-Introducing Tendency over Time.
SATE
Yihao Li, Dong Li, Fuqun Huang, Shou-Yu Lee, Jun Ai
2016 C conf
Correlation between the Distribution of Software Bugs and Network Motifs.
QRS
Shaoxiong Zhang, Jun Ai, Xue-Lin Li
2016 A conf
MHCP Model for Quality Evaluation for Software Structure Based on Software Complex Network.
ISSRE
Yuwei Yang, Jun Ai, Xue-Lin Li, W. Eric Wong
2016 — conf
Research on Relations between Software Network Structure and Fault Propagation.
SATE
Jun Ai, Linzhi Huang, Fei Wang, Jiaming Wang
2015 J jnl
Finite-time fuzzy stabilisation and control for nonlinear descriptor systems with non-zero initial state.
Int. J. Syst. Sci.
Zhan Su, Qingling Zhang, Jun Ai, Xin Sun
2015 — conf
Software Network Models Based on Dynamic Execution for Fault Propagation Research.
QRS Companion
Linzhi Huang, Jun Ai, Hanyu Pei
2014 — conf
Software Reliability Virtual Testing for Reliability Assessment.
SERE (Companion)
Jun Ai, Hanyu Pei, Liang Yan
2013 J jnl
Practical and finite-time fuzzy adaptive control for nonlinear descriptor systems with uncertainties of unknown bound.
Int. J. Syst. Sci.
Zhan Su, Qingling Zhang, Jun Ai
2013 — conf
Shortening the Cycle of Software Reliability Testing with Fuzzy Discrimination.
SERE
Jun Ai, Feng Zheng, Jingwei Shang
2013 — conf
The Determination Method for Software Reliability Qualitative Indices.
SERE
Qiuying Li, Lei Luo, Jun Ai
2012 — conf
Accelerate the Software Software Reliability Testing Execution Process with Fuzzy Discrimination.
ISSRE Workshops
Feng Zheng, Jun Ai, Jingwei Shang, Jinhui Wang
2009 J jnl
Design and Implementation for Ladder Diagram in Hydropower Simulation System Based on All Paths Searching Algorithm.
Int. J. Commun. Netw. Syst. Sci.
Bo Li, Hai Zhao, Chunhe Song, Hui Li, Jun Ai
2009 — conf
Software Test Data Generation Based on Multi-agent.
FGIT-ASEA
Siwen Yu, Jun Ai, Yifu Zhang
2009 — conf
The Method for Measuring Large-scale Object-Oriented Software System.
FSKD (3)
Haohua Zhang, Hai Zhao, Wei Cai, Jun Ai