Zhenyu Chen

According to our database, Zhenyu Chen authored at least 196 papers between 2005 and 2024.

Collaborative distances:

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

2024

Coverage Goal Selector for Combining Multiple Criteria in Search-Based Unit Test Generation.

Zhichao Zhou, Yuming Zhou, Chunrong Fang, Zhenyu Chen, Xiapu Luo, Jingzhu He, Yutian Tang

IEEE Trans. Software Eng., April, 2024

APPT: Boosting Automated Patch Correctness Prediction via Fine-Tuning Pre-Trained Models.

Quanjun Zhang, Chunrong Fang, Weisong Sun, Yan Liu, Tieke He, Xiaodong Hao, Zhenyu Chen

IEEE Trans. Software Eng., March, 2024

An Extractive-and-Abstractive Framework for Source Code Summarization.

Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Yudu You, Tingxu Han, Yifei Ge, Yuling Hu, Bin Luo, Zhenyu Chen

ACM Trans. Softw. Eng. Methodol., March, 2024

A Survey of Learning-based Automated Program Repair.

Quanjun Zhang, Chunrong Fang, Yuxiang Ma, Weisong Sun, Zhenyu Chen

ACM Trans. Softw. Eng. Methodol., February, 2024

Generation-based Differential Fuzzing for Deep Learning Libraries.

Jiawei Liu, Yuheng Huang, Zhijie Wang, Lei Ma, Chunrong Fang, Mingzheng Gu, Xufan Zhang, Zhenyu Chen

ACM Trans. Softw. Eng. Methodol., February, 2024

COPS: An improved information retrieval-based bug localization technique using context-aware program simplification.

Yilin Yang, Ziyuan Wang, Zhenyu Chen, Baowen Xu

J. Syst. Softw., January, 2024

Pre-trained Model-based Actionable Warning Identification: A Feasibility Study.

Xiuting Ge, Chunrong Fang, Quanjun Zhang, Daoyuan Wu, Bowen Yu, Qirui Zheng, An Guo, Shangwei Lin, Zhihong Zhao, Yang Liu, Zhenyu Chen

CoRR, 2024

MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems.

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

CoRR, 2024

2023

Local-to-Global Panorama Inpainting for Locale-Aware Indoor Lighting Prediction.

Jiayang Bai, Zhen He, Shan Yang, Jie Guo, Zhenyu Chen, Yan Zhang, Yanwen Guo

IEEE Trans. Vis. Comput. Graph., November, 2023

Security-based code smell definition, detection, and impact quantification in Android.

Yi Zhong, Mengyu Shi, Jiawei He, Chunrong Fang, Zhenyu Chen

Softw. Pract. Exp., November, 2023

Are duplicates really harmful? An empirical study on bug report summarization techniques.

Rui Hao, Yuying Li, Yang Feng, Zhenyu Chen

J. Softw. Evol. Process., November, 2023

Crowdsourced test case generation for android applications via static program analysis.

Yuying Li, Yang Feng, Chao Guo, Zhenyu Chen, Baowen Xu

Autom. Softw. Eng., November, 2023

Iterative Android automated testing.

Yi Zhong, Mengyu Shi, Youran Xu, Chunrong Fang, Zhenyu Chen

Frontiers Comput. Sci., October, 2023

Mobile App Crowdsourced Test Report Consistency Detection via Deep Image-and-Text Fusion Understanding.

Shengcheng Yu, Chunrong Fang, Quanjun Zhang, Zhihao Cao, Yexiao Yun, Zhenfei Cao, Kai Mei, Zhenyu Chen

IEEE Trans. Software Eng., August, 2023

Deep graph learning for spatially-varying indoor lighting prediction.

Jiayang Bai, Jie Guo, Chenchen Wang, Zhenyu Chen, Zhen He, Shan Yang, Piaopiao Yu, Yan Zhang, Yanwen Guo

Sci. China Inf. Sci., March, 2023

ShadowMover: Automatically Projecting Real Shadows onto Virtual Object.

Piaopiao Yu, Jie Guo, Fan Huang, Zhenyu Chen, Chen Wang, Yan Zhang, Yanwen Guo

IEEE Trans. Vis. Comput. Graph., 2023

A Prompt Learning Framework for Source Code Summarization.

Weisong Sun, Chunrong Fang, Yudu You, Yuchen Chen, Yi Liu, Chong Wang, Jian Zhang, Quanjun Zhang, Hanwei Qian, Wei Zhao, Yang Liu, Zhenyu Chen

CoRR, 2023

A Survey on Large Language Models for Software Engineering.

Quanjun Zhang, Chunrong Fang, Yang Xie, Yaxin Zhang, Yun Yang, Weisong Sun, Shengcheng Yu, Zhenyu Chen

CoRR, 2023

Practical Non-Intrusive GUI Exploration Testing with Visual-based Robotic Arms.

Shengcheng Yu, Chunrong Fang, Mingzhe Du, Yuchen Ling, Zhenyu Chen, Zhendong Su

CoRR, 2023

Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We?

Weisong Sun, Chunrong Fang, Yun Miao, Yudu You, Mengzhe Yuan, Yuchen Chen, Quanjun Zhang, An Guo, Xiang Chen, Yang Liu, Zhenyu Chen

CoRR, 2023

Machine Learning for Actionable Warning Identification: A Comprehensive Survey.

Xiuting Ge, Chunrong Fang, Xuanye Li, Weisong Sun, Daoyuan Wu, Juan Zhai, Shangwei Lin, Zhihong Zhao, Yang Liu, Zhenyu Chen

CoRR, 2023

TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree transformation.

Zixiang Xian, Rubing Huang, Dave Towey, Chunrong Fang, Zhenyu Chen

CoRR, 2023

A Survey of Source Code Search: A 3-Dimensional Perspective.

Weisong Sun, Chunrong Fang, Yifei Ge, Yuling Hu, Yuchen Chen, Quanjun Zhang, Xiuting Ge, Yang Liu, Zhenyu Chen

CoRR, 2023

Vision-Based Mobile App GUI Testing: A Survey.

Shengcheng Yu, Chunrong Fang, Ziyuan Tuo, Quanjun Zhang, Chunyang Chen, Zhenyu Chen, Zhendong Su

CoRR, 2023

A Critical Review of Large Language Model on Software Engineering: An Example from ChatGPT and Automated Program Repair.

Quanjun Zhang, Tongke Zhang, Juan Zhai, Chunrong Fang, Bowen Yu, Weisong Sun, Zhenyu Chen

CoRR, 2023

Pre-trained Model-based Automated Software Vulnerability Repair: How Far are We?

Quanjun Zhang, Chunrong Fang, Bowen Yu, Weisong Sun, Tongke Zhang, Zhenyu Chen

CoRR, 2023

Benchmarking Robustness of AI-enabled Multi-sensor Fusion Systems: Challenges and Opportunities.

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

CoRR, 2023

Automatic Code Summarization via ChatGPT: How Far Are We?

Weisong Sun, Chunrong Fang, Yudu You, Yun Miao, Yi Liu, Yuekang Li, Gelei Deng, Shenghan Huang, Yuchen Chen, Quanjun Zhang, Hanwei Qian, Yang Liu, Zhenyu Chen

CoRR, 2023

Boosting Automated Patch Correctness Prediction via Pre-trained Language Model.

Quanjun Zhang, Chunrong Fang, Weisong Sun, Yan Liu, Tieke He, Xiaodong Hao, Zhenyu Chen

CoRR, 2023

Dynamic Data Fault Localization for Deep Neural Networks.

Yining Yin, Yang Feng, Shihao Weng, Zixi Liu, Yuan Yao, Yichi Zhang, Zhihong Zhao, Zhenyu Chen

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

Benchmarking Robustness of AI-Enabled Multi-sensor Fusion Systems: Challenges and Opportunities.

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

LLM for Test Script Generation and Migration: Challenges, Capabilities, and Opportunities.

Shengcheng Yu, Chunrong Fang, Yuchen Ling, Chentian Wu, Zhenyu Chen

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Exploring the Capability of ChatGPT in Test Generation.

Gaolei Yi, Zizhao Chen, Zhenyu Chen, W. Eric Wong, Nicholas Chau

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Human-Machine Collaborative Testing for Android Applications.

Yuying Li, Yang Feng, Rui Hao, Zhenyu Chen

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Performance Optimization for Information Sharing Process of BlockIoV Based on Multi-Objective Particle Swarm.

Xin Gu, Xingya Wang, Yu Ma, Zhenyu Chen, Song Huang

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

Gamma: Revisiting Template-Based Automated Program Repair Via Mask Prediction.

Quanjun Zhang, Chunrong Fang, Tongke Zhang, Bowen Yu, Weisong Sun, Zhenyu Chen

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Evaluating Ethereum Reentrancy Detection Tools via Mutation Testing.

Kaitai Zhu, Xingya Wang, Zhenyu Chen, Song Huang, Junhua Wu

Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

DiPri: Distance-Based Seed Prioritization for Greybox Fuzzing (Registered Report).

Ruixiang Qian, Quanjun Zhang, Chunrong Fang, Zhenyu Chen

Proceedings of the 2nd International Fuzzing Workshop, 2023

Real-time Fruit Detection Method Based on RGB-D Image Fusion.

Lingjie Wang, Yunfeng Zhu, Siqi Gu, Zhenyu Chen

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

DVTest: Deep Neural Network Visualization Testing Framework.

Siqi Gu, Zhaowei Zong, Fangyuan Tian, Zhenyu Chen

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

MuTCR: Test Case Recommendation via Multi-Level Signature Matching.

Weisong Sun, Weidong Qian, Bin Luo, Zhenyu Chen

Proceedings of the IEEE/ACM International Conference on Automation of Software Test, 2023

Education Reform of Software Engineering in the Age of A.I: Keynote Address.

Zhenyu Chen

Proceedings of the 23rd IEEE/ACIS International Conference on Computer and Information Science, 2023

2022

Clustering Crowdsourced Test Reports of Mobile Applications Using Image Understanding.

Di Liu, Yang Feng, Xiaofang Zhang, James A. Jones, Zhenyu Chen

IEEE Trans. Software Eng., 2022

Classifying crowdsourced mobile test reports with image features: An empirical study.

Yuying Li, Yang Feng, Rui Hao, Di Liu, Chunrong Fang, Zhenyu Chen, Baowen Xu

J. Syst. Softw., 2022

Certifying Robustness of Convolutional Neural Networks with Tight Linear Approximation.

Yuan Xiao, Tongtong Bai, Mingzheng Gu, Chunrong Fang, Zhenyu Chen

CoRR, 2022

Universally Adaptive Cross-Platform Reinforcement Learning Testing via GUI Image Understanding.

Shengcheng Yu, Chunrong Fang, Yulei Liu, Ziqian Zhang, Yexiao Yun, Xin Li, Zhenyu Chen

CoRR, 2022

SemCluster: a semi-supervised clustering tool for crowdsourced test reports with deep image understanding.

Mingzhe Du, Shengcheng Yu, Chunrong Fang, Tongyu Li, Heyuan Zhang, Zhenyu Chen

Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Context-Aware Program Simplification to Improve Information Retrieval-Based Bug Localization.

Yilin Yang, Ziyuan Wang, Zhenyu Chen, Baowen Xu

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

MetaA: Multi-Dimensional Evaluation of Testing Ability via Adversarial Examples in Deep Learning.

Siqi Gu, Jiawei Liu, Zhanwei Hui, Wenhong Liu, Zhenyu Chen

Proceedings of the 22nd IEEE International Conference on Software Quality, 2022

Selectively Combining Multiple Coverage Goals in Search-Based Unit Test Generation.

Zhichao Zhou, Yuming Zhou, Chunrong Fang, Zhenyu Chen, Yutian Tang

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

QATest: A Uniform Fuzzing Framework for Question Answering Systems.

Zixi Liu, Yang Feng, Yining Yin, Jingyu Sun, Zhenyu Chen, Baowen Xu

Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering, 2022

UniRLTest: universal platform-independent testing with reinforcement learning via image understanding.

Ziqian Zhang, Yulei Liu, Shengcheng Yu, Xin Li, Yexiao Yun, Chunrong Fang, Zhenyu Chen

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

ASRTest: automated testing for deep-neural-network-driven speech recognition systems.

Pin Ji, Yang Feng, Jia Liu, Zhihong Zhao, Zhenyu Chen

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

LiRTest: augmenting LiDAR point clouds for automated testing of autonomous driving systems.

An Guo, Yang Feng, Zhenyu Chen

Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

META: Multidimensional Evaluation of Testing Ability.

Tianqi Zhou, Jiawei Liu, Yifan Wang, Zhenyu Chen

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Companion Proceedings, 2022

DeepState: Selecting Test Suites to Enhance the Robustness of Recurrent Neural Networks.

Zixi Liu, Yang Feng, Yining Yin, Zhenyu Chen

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Adaptive Test Selection for Deep Neural Networks.

Xinyu Gao, Yang Feng, Yining Yin, Zixi Liu, Zhenyu Chen, Baowen Xu

Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Adversarial Attacks in DNN-based Modulation Recognition: A Preliminary Study.

Yi Zhao, Wenjing Yuan, Yinghua Huang, Zhenyu Chen

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

Automated Quality Assessment for Crowdsourced Test Reports Based on Dependency Parsing.

Huan Zhang, Yuan Zhao, Shengcheng Yu, Zhenyu Chen

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

Intelligent Crowdsourced Testing

Qing Wang, Zhenyu Chen, Junjie Wang, Yang Feng

Springer, ISBN: 978-981-16-9642-8, 2022

2021

Smart Contract Development: Challenges and Opportunities.

Weiqin Zou, David Lo, Pavneet Singh Kochhar, Xuan-Bach Dinh Le, Xin Xia, Yang Feng, Zhenyu Chen, Baowen Xu

IEEE Trans. Software Eng., 2021

Duo: Differential Fuzzing for Deep Learning Operators.

Xufan Zhang, Jiawei Liu, Ning Sun, Chunrong Fang, Jia Liu, Jiang Wang, Dong Chai, Zhenyu Chen

IEEE Trans. Reliab., 2021

Guest Editorial: A Retrospective of Special Sections on Software Testing and Program Analysis.

T. H. Tse, Yves Le Traon, Zhenyu Chen

IEEE Trans. Reliab., 2021

Detecting Crowdsourced Test Report Consistency for Mobile Apps with Deep Image Understanding and Text Analysis.

Shengcheng Yu, Chunrong Fang, Kai Mei, Yexiao Yun, Zhenfei Cao, Zhihao Cao, Zhenyu Chen

CoRR, 2021

Automated Mobile App Test Script Intent Generation via Image and Code Understanding.

Shengcheng Yu, Chunrong Fang, Tongyu Li, Mingzhe Du, Xuan Li, Jing Zhang, Yexiao Yun, Xu Wang, Zhenyu Chen

CoRR, 2021

An Online Multistep-Forward Voltage-Prediction Approach Based on an LSTM-TD Model and KF Algorithm.

Ye Ni, Zhilong Xia, Fangtong Zhao, Chunrong Fang, Zhenyu Chen

Computer, 2021

Predoo: precision testing of deep learning operators.

Xufan Zhang, Ning Sun, Chunrong Fang, Jiawei Liu, Jia Liu, Dong Chai, Jiang Wang, Zhenyu Chen

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

DialTest: automated testing for recurrent-neural-network-driven dialogue systems.

Zixi Liu, Yang Feng, Zhenyu Chen

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

TauMed: test augmentation of deep learning in medical diagnosis.

Yunhan Hou, Jiawei Liu, Daiwei Wang, Jiawei He, Chunrong Fang, Zhenyu Chen

Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

Prioritize Crowdsourced Test Reports via Deep Screenshot Understanding.

Shengcheng Yu, Chunrong Fang, Zhenfei Cao, Xu Wang, Tongyu Li, Zhenyu Chen

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

Graph-based Fuzz Testing for Deep Learning Inference Engines.

Weisi Luo, Dong Chai, Xiaoyue Run, Jiang Wang, Chunrong Fang, Zhenyu Chen

Proceedings of the 43rd IEEE/ACM International Conference on Software Engineering, 2021

2020

How Practitioners Perceive Automated Bug Report Management Techniques.

Weiqin Zou, David Lo, Zhenyu Chen, Xin Xia, Yang Feng, Baowen Xu

IEEE Trans. Software Eng., 2020

A systemic framework for crowdsourced test report quality assessment.

Xin Chen, He Jiang, Xiaochen Li, Liming Nie, Dongjin Yu, Tieke He, Zhenyu Chen

Empir. Softw. Eng., 2020

Graph-Based Fuzz Testing for Deep Learning Inference Engine.

Weisi Luo, Dong Chai, Xiaoyue Run, Jiang Wang, Chunrong Fang, Zhenyu Chen

CoRR, 2020

Layout and Image Recognition Driving Cross-Platform Automated Mobile Testing.

Shengcheng Yu, Chunrong Fang, Yexiao Yun, Yang Feng, Zhenyu Chen

CoRR, 2020

Quality assessment of crowdsourced test cases.

Yuan Zhao, Yang Feng, Yi Wang, Rui Hao, Chunrong Fang, Zhenyu Chen

Sci. China Inf. Sci., 2020

Early Detection of Smart Ponzi Scheme Contracts Based on Behavior Forest Similarity.

Weisong Sun, Guangyao Xu, Zijiang Yang, Zhenyu Chen

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

Test recommendation system based on slicing coverage filtering.

Ruixiang Qian, Yuan Zhao, Duo Men, Yang Feng, Qingkai Shi, Yong Huang, Zhenyu Chen

Proceedings of the ISSTA '20: 29th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2020

DeepGini: prioritizing massive tests to enhance the robustness of deep neural networks.

Yang Feng, Qingkai Shi, Xinyu Gao, Jun Wan, Chunrong Fang, Zhenyu Chen

Proceedings of the ISSTA '20: 29th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2020

2019

Special issue on trustworthy systems and software.

Sudipto Ghosh, Zhenyu Chen

Softw. Qual. J., 2019

File-level socio-technical congruence and its relationship with bug proneness in OSS projects.

Weiqiang Zhang, Shing-Chi Cheung, Zhenyu Chen, Yuming Zhou, Bin Luo

J. Syst. Softw., 2019

A Unified Framework for Bug Report Assignment.

Yuan Zhao, Tieke He, Zhenyu Chen

Int. J. Softw. Eng. Knowl. Eng., 2019

Automatic test report augmentation to assist crowdsourced testing.

Xin Chen, He Jiang, Zhenyu Chen, Tieke He, Liming Nie

Frontiers Comput. Sci., 2019

How does code style inconsistency affect pull request integration? An exploratory study on 117 GitHub projects.

Weiqin Zou, Jifeng Xuan, Xiaoyuan Xie, Zhenyu Chen, Baowen Xu

Empir. Softw. Eng., 2019

Successes, challenges, and rethinking - an industrial investigation on crowdsourced mobile application testing.

Ruizhi Gao, Yabin Wang, Yang Feng, Zhenyu Chen, W. Eric Wong

Empir. Softw. Eng., 2019

Software Engineering Practice in the Development of Deep Learning Applications.

Xufan Zhang, Yilin Yang, Yang Feng, Zhenyu Chen

CoRR, 2019

Mutation Testing for Ethereum Smart Contract.

Haoran Wu, Xingya Wang, Jiehui Xu, Weiqin Zou, Lingming Zhang, Zhenyu Chen

CoRR, 2019

DeepGini: Prioritizing Massive Tests to Reduce Labeling Cost.

Qingkai Shi, Jun Wan, Yang Feng, Chunrong Fang, Zhenyu Chen

CoRR, 2019

Software-Testing Contests: Observations and Lessons Learned.

Xingya Wang, Weisong Sun, Linghuan Hu, Yuan Zhao, W. Eric Wong, Zhenyu Chen

Computer, 2019

Branch Use in Practice: A Large-Scale Empirical Study of 2, 923 Projects on GitHub.

Weiqin Zou, Weiqiang Zhang, Xin Xia, Reid Holmes, Zhenyu Chen

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

An Exploratory Study on Judicial Image Quality Assessment Based on Deep Learning.

Qiqi Gu, Weilin Cai, Shengcheng Yu, Zhenyu Chen

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

NeuralVis: Visualizing and Interpreting Deep Learning Models.

Xufan Zhang, Ziyue Yin, Yang Feng, Qingkai Shi, Jia Liu, Zhenyu Chen

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

LIRAT: Layout and Image Recognition Driving Automated Mobile Testing of Cross-Platform.

Shengcheng Yu, Chunrong Fang, Yang Feng, Wenyuan Zhao, Zhenyu Chen

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

MuSC: A Tool for Mutation Testing of Ethereum Smart Contract.

Zixin Li, Haoran Wu, Jiehui Xu, Xingya Wang, Lingming Zhang, Zhenyu Chen

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Data Quality for Deep Learning of Judgment Documents: An Empirical Study.

Jiawei Liu, Dong Wang, Zhenzhen Wang, Zhenyu Chen

Proceedings of the Semantic Technology - 9th Joint International Conference, 2019

CTRAS: a tool for aggregating and summarizing crowdsourced test reports.

Yuying Li, Rui Hao, Yang Feng, James A. Jones, Xiaofang Zhang, Zhenyu Chen

Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2019

CoCoTest: collaborative crowdsourced testing for Android applications.

Haoyu Li, Chunrong Fang, Zhibin Wei, Zhenyu Chen

Proceedings of the 28th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2019

Data Augmentation for Deep Learning of Judgment Documents.

Ge Yan, Yu Li, Shu Zhang, Zhenyu Chen

Proceedings of the Intelligence Science and Big Data Engineering. Big Data and Machine Learning, 2019

A Preliminary Study on Data Augmentation of Deep Learning for Image Classification.

Cheng Lei, Benlin Hu, Dong Wang, Shu Zhang, Zhenyu Chen

Proceedings of the Internetware '19: The 11th Asia-Pacific Symposium on Internetware, 2019

From Data Quality to Model Quality: An Exploratory Study on Deep Learning.

Tianxing He, Shengcheng Yu, Ziyuan Wang, Jieqiong Li, Zhenyu Chen

Proceedings of the Internetware '19: The 11th Asia-Pacific Symposium on Internetware, 2019

The Evolution of Open-Source Blockchain Systems: An Empirical Study.

Jiawei Cao, Xingya Wang, Zixin Li, Qiqi Gu, Zhenyu Chen

Proceedings of the Internetware '19: The 11th Asia-Pacific Symposium on Internetware, 2019

Variable Strength Combinatorial Testing for Deep Neural Networks.

Yanshan Chen, Ziyuan Wang, Dong Wang, Chunrong Fang, Zhenyu Chen

Proceedings of the 2019 IEEE International Conference on Software Testing, 2019

Global optimization of numerical programs via prioritized stochastic algebraic transformations.

Xie Wang, Huaijin Wang, Zhendong Su, Enyi Tang, Xin Chen, Weijun Shen, Zhenyu Chen, Linzhang Wang, Xianpei Zhang, Xuandong Li

Proceedings of the 41st International Conference on Software Engineering, 2019

MAF: method-anchored test fragmentation for test code plagiarism detection.

Weisong Sun, Xingya Wang, Haoran Wu, Ding Duan, Zesong Sun, Zhenyu Chen

Proceedings of the 41st International Conference on Software Engineering: Software Engineering Education and Training, 2019

CTRAS: crowdsourced test report aggregation and summarization.

Rui Hao, Yang Feng, James A. Jones, Yuying Li, Zhenyu Chen

Proceedings of the 41st International Conference on Software Engineering, 2019

DeepPath: Path-Driven Testing Criteria for Deep Neural Networks.

Dong Wang, Ziyuan Wang, Chunrong Fang, Yanshan Chen, Zhenyu Chen

Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

Behavior Pattern-Driven Test Case Selection for Deep Neural Networks.

Yanshan Chen, Ziyuan Wang, Dong Wang, Yongming Yao, Zhenyu Chen

Proceedings of the IEEE International Conference On Artificial Intelligence Testing, 2019

2018

Fuzzy Clustering of Crowdsourced Test Reports for Apps.

He Jiang, Xin Chen, Tieke He, Zhenyu Chen, Xiaochen Li

ACM Trans. Internet Techn., 2018

PTM: A Topic Model for the Inferring of the Penalty.

Tieke He, Hao Lian, Zemin Qin, Zhenyu Chen, Bin Luo

J. Comput. Sci. Technol., 2018

Automated quality assessment for crowdsourced test reports of mobile applications.

Xin Chen, He Jiang, Xiaochen Li, Tieke He, Zhenyu Chen

Proceedings of the 25th International Conference on Software Analysis, 2018

Does Socio-Technical Congruence Have an Effect on Continuous Integration Build Failures? An Empirical Study on 10 GitHub Projects.

Weiqiang Zhang, Zhenyu Chen, Bin Luo

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

MuNN: Mutation Analysis of Neural Networks.

Weijun Shen, Jun Wan, Zhenyu Chen

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

An Empirical Study on Software Failure Classification with Multi-label and Problem-Transformation Techniques.

Yang Feng, James A. Jones, Zhenyu Chen, Chunrong Fang

Proceedings of the 11th IEEE International Conference on Software Testing, 2018

Improving Software Testing Education via Industry Sponsored Contests.

W. Eric Wong, Linghuan Hu, Haoliang Wang, Zhenyu Chen

Proceedings of the IEEE Frontiers in Education Conference, 2018

2017

An empirical study on user-topic rating based collaborative filtering methods.

Tieke He, Zhenyu Chen, Jia Liu, Xiaofang Zhou, Xingzhong Du, Weiqing Wang

World Wide Web, 2017

Software Numerical Instability Detection and Diagnosis by Combining Stochastic and Infinite-Precision Testing.

Enyi Tang, Xiangyu Zhang, Norbert Th. Müller, Zhenyu Chen, Xuandong Li

IEEE Trans. Software Eng., 2017

Effective software fault localization using predicted execution results.

Ruizhi Gao, W. Eric Wong, Zhenyu Chen, Yabin Wang

Softw. Qual. J., 2017

An empirical study on constraint optimization techniques for test generation.

Zhiyi Zhang, Zhenyu Chen, Ruizhi Gao, W. Eric Wong, Baowen Xu

Sci. China Inf. Sci., 2017

An Industrial Study of Natural Language Processing Based Test Case Prioritization.

Yilin Yang, Xinhai Huang, Xuefei Hao, Zicong Liu, Zhenyu Chen

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

Clustering on the Stream of Crowdsourced Testing.

Siyuan Shen, Hao Lian, Tieke He, Zhenyu Chen

Proceedings of the 14th Web Information Systems and Applications Conference, 2017

2016

Verifying Synchronization for Atomicity Violation Fixing.

Qingkai Shi, Jeff Huang, Zhenyu Chen, Baowen Xu

IEEE Trans. Software Eng., 2016

SITAR: GUI Test Script Repair.

Zebao Gao, Zhenyu Chen, Yunxiao Zou, Atif M. Memon

IEEE Trans. Software Eng., 2016

Measuring the Diversity of a Test Set With Distance Entropy.

Qingkai Shi, Zhenyu Chen, Chunrong Fang, Yang Feng, Baowen Xu

IEEE Trans. Reliab., 2016

A Spatial-Temporal Topic Model for the Semantic Annotation of POIs in LBSNs.

Tieke He, Hongzhi Yin, Zhenyu Chen, Xiaofang Zhou, Shazia W. Sadiq, Bin Luo

ACM Trans. Intell. Syst. Technol., 2016

Mubug: a mobile service for rapid bug tracking.

Yang Feng, Qin Liu, Mengyu Dou, Jia Liu, Zhenyu Chen

Sci. China Inf. Sci., 2016

Exploring the Influence of Time Factor in Bug Report Prioritization.

Zhengjie Xu, Tieke He, Weiqiang Zhang, Yabin Wang, Jia Liu, Zhenyu Chen

Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016

Automated Evaluation for Performance Test Scripts.

Ruijing Gao, Zhenyu Chen, Chunrong Fang, Tieke He, Peizhang Xie, Jungui Zhou

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

Multi-objective test report prioritization using image understanding.

Yang Feng, James A. Jones, Zhenyu Chen, Chunrong Fang

Proceedings of the 31st IEEE/ACM International Conference on Automated Software Engineering, 2016

Guiding the crowds for Android testing.

Xin Zhang, Zhenyu Chen, Chunrong Fang, Zicong Liu

Proceedings of the 38th International Conference on Software Engineering, 2016

Revisit of automatic debugging via human focus-tracking analysis.

Xiaoyuan Xie, Zicong Liu, Shuo Song, Zhenyu Chen, Jifeng Xuan, Baowen Xu

Proceedings of the 38th International Conference on Software Engineering, 2016

2015

Are Slice-Based Cohesion Metrics Actually Useful in Effort-Aware Post-Release Fault-Proneness Prediction? An Empirical Study.

Yibiao Yang, Yuming Zhou, Hongmin Lu, Lin Chen, Zhenyu Chen, Baowen Xu, Hareton K. N. Leung, Zhenyu Zhang

IEEE Trans. Software Eng., 2015

Focus section on quality software.

T. H. Tse, Arnaud Gotlieb, Zhenyu Chen

Softw. Pract. Exp., 2015

EFSM-Based Test Case Generation: Sequence, Data, and Oracle.

Rui Yang, Zhenyu Chen, Zhiyi Zhang, Baowen Xu

Int. J. Softw. Eng. Knowl. Eng., 2015

Test report prioritization to assist crowdsourced testing.

Yang Feng, Zhenyu Chen, James A. Jones, Chunrong Fang, Baowen Xu

Proceedings of the 2015 10th Joint Meeting on Foundations of Software Engineering, 2015

An Empirical Study of Bug Fixing Rate.

Weiqin Zou, Xin Xia, Weiqiang Zhang, Zhenyu Chen, David Lo

Proceedings of the 39th IEEE Annual Computer Software and Applications Conference, 2015

Predicting Users' Purchasing Behaviors Using Their Browsing History.

Tieke He, Hongzhi Yin, Zhenyu Chen, Xiaofang Zhou, Bin Luo

Proceedings of the Databases Theory and Applications, 2015

Predicting Passengers in Public Transportation Using Smart Card Data.

Mengyu Dou, Tieke He, Hongzhi Yin, Xiaofang Zhou, Zhenyu Chen, Bin Luo

Proceedings of the Databases Theory and Applications, 2015

2014

Similarity-based test case prioritization using ordered sequences of program entities.

Chunrong Fang, Zhenyu Chen, Kun Wu, Zhihong Zhao

Softw. Qual. J., 2014

GUI testing assisted by human knowledge: Random vs. functional.

Weiran Yang, Zhenyu Chen, Zebao Gao, Yunxiao Zou, Xiaoran Xu

J. Syst. Softw., 2014

WAS: A weighted attribute-based strategy for cluster test selection.

Yabin Wang, Ruizhi Gao, Zhenyu Chen, W. Eric Wong, Bin Luo

J. Syst. Softw., 2014

Special issue on Emerging Topics on Software Debugging.

Zhenyu Chen, Hira Agrawal

J. Syst. Softw., 2014

Developer social networks in software engineering: construction, analysis, and applications.

Weiqiang Zhang, Liming Nie, He Jiang, Zhenyu Chen, Jia Liu

Sci. China Inf. Sci., 2014

Automatic Numerical Analysis Based on Infinite-Precision Arithmetic.

Shuai Wei, Enyi Tang, Tianyu Liu, Norbert Th. Müller, Zhenyu Chen

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

Bug Inducing Analysis to Prevent Fault Prone Bug Fixes.

Haoyu Yang, Chen Wang, Qingkai Shi, Yang Feng, Zhenyu Chen

Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Testing as an Investment.

Xiaoran Xu, Chunrong Fang, Qing Wu, Jia Liu, Zhenyu Chen

Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Combining research and education of software testing: a preliminary study.

Zhenyu Chen, Atif M. Memon, Bin Luo

Proceedings of the Symposium on Applied Computing, 2014

Virtual DOM coverage for effective testing of dynamic web applications.

Yunxiao Zou, Zhenyu Chen, Yunhui Zheng, Xiangyu Zhang, Zebao Gao

Proceedings of the International Symposium on Software Testing and Analysis, 2014

Hybrid test data generation.

Zicong Liu, Zhenyu Chen, Chunrong Fang, Qingkai Shi

Proceedings of the 36th International Conference on Software Engineering, 2014

Quasi-crowdsourcing testing for educational projects.

Zhenyu Chen, Bin Luo

Proceedings of the 36th International Conference on Software Engineering, 2014

Towards more accurate multi-label software behavior learning.

Xin Xia, Yang Feng, David Lo, Zhenyu Chen, Xinyu Wang

Proceedings of the 2014 Software Evolution Week, 2014

2013

A Clustering-Based Strategy to Identify Coincidental Correctness in Fault Localization.

Yi Miao, Zhenyu Chen, Sihan Li, Zhihong Zhao, Yuming Zhou

Int. J. Softw. Eng. Knowl. Eng., 2013

Mining Sequential Patterns of Predicates for Fault Localization and Understanding.

Zebao Gao, Zhenyu Chen, Yang Feng, Bin Luo

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

A Hybrid Coverage Criterion for DynamicWeb Testing (S).

Yunxiao Zou, Chunrong Fang, Zhenyu Chen, Xiaofang Zhang, Zhihong Zhao

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Comparing Collaborative Filtering Methods Based on User-Topic Ratings.

Tieke He, Xingzhong Du, Weiqing Wang, Zhenyu Chen, Jia Liu

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

ABEY: an Incremental Personalized Method Based on Attribute Entropy for Recommender Systems (S).

Xingzhong Du, Tieke He, Zhenyu Chen, Jia Liu, Chengfeng Hui

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013

Multi-objective test case prioritization for GUI applications.

Wei Sun, Zebao Gao, Weiran Yang, Chunrong Fang, Zhenyu Chen

Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

An empirical study on clustering for isolating bugs in fault localization.

Yanqin Huang, Junhua Wu, Yang Feng, Zhenyu Chen, Zhihong Zhao

Proceedings of the IEEE 24th International Symposium on Software Reliability Engineering, 2013

Foreword.

Hong Zhu, Henry Muccini, Zhenyu Chen

Proceedings of the 8th International Workshop on Automation of Software Test, 2013

8th international workshop on automation of software test (AST 2013).

Hong Zhu, Henry Muccini, Zhenyu Chen

Proceedings of the 35th International Conference on Software Engineering, 2013

2012

Comparing logic coverage criteria on test case prioritization.

Chunrong Fang, Zhenyu Chen, Baowen Xu

Sci. China Inf. Sci., 2012

Using Weighted Attributes to Improve Cluster Test Selection.

Yabin Wang, Zhenyu Chen, Yang Feng, Bin Luo, Yijie Yang

Proceedings of the Sixth International Conference on Software Security and Reliability, 2012

A New Approach to Evaluate Path Feasibility and Coverage Ratio of EFSM Based on Multi-objective Optimization.

Rui Yang, Zhenyu Chen, Baowen Xu, Zhiyi Zhang, Wujie Zhou

Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

Identifying Coincidental Correctness for Fault Localization by Clustering Test Cases.

Yi Miao, Zhenyu Chen, Sihan Li, Zhihong Zhao, Yuming Zhou

Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

An Empirical Study on Recommendation Methods for Vertical B2C E-commerce.

Chengfeng Hui, Jia Liu, Zhenyu Chen, Xingzhong Du, Weiyun Ma

Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

Fault class prioritization in Boolean expressions.

Ziyuan Wang, Zhenyu Chen, Tsong Yueh Chen, Baowen Xu

Proceedings of the ACM Symposium on Applied Computing, 2012

Using inferred tag ratings to improve user-based collaborative filtering.

Qi Qi, Zhenyu Chen, Jia Liu, Chengfeng Hui, Qing Wu

Proceedings of the ACM Symposium on Applied Computing, 2012

Automated EFSM-based test case generation with scatter search.

Jie Zhang, Rui Yang, Zhenyu Chen, Zhihong Zhao, Baowen Xu

Proceedings of the 7th International Workshop on Automation of Software Test, 2012

Test case prioritization incorporating ordered sequence of program elements.

Kun Wu, Chunrong Fang, Zhenyu Chen, Zhihong Zhao

Proceedings of the 7th International Workshop on Automation of Software Test, 2012

Multi-label software behavior learning.

Yang Feng, Zhenyu Chen

Proceedings of the 34th International Conference on Software Engineering, 2012

Product Recommendation Based on Search Keywords.

Jiawei Yao, Jiajun Yao, Rui Yang, Zhenyu Chen

Proceedings of the Ninth Web Information Systems and Applications Conference, 2012

2011

A revisit of fault class hierarchies in general boolean specifications.

Zhenyu Chen, Tsong Yueh Chen, Baowen Xu

ACM Trans. Softw. Eng. Methodol., 2011

Using Program Slicing to Improve the Efficiency and Effectiveness of Cluster Test Selection.

Zhenyu Chen, Yongwei Duan, Zhihong Zhao, Baowen Xu, Ju Qian

Int. J. Softw. Eng. Knowl. Eng., 2011

An empirical study on the effectiveness of time-aware test case prioritization techniques.

Dongjiang You, Zhenyu Chen, Baowen Xu, Bin Luo, Chen Zhang

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Using semi-supervised clustering to improve regression test selection techniques.

Songyu Chen, Zhenyu Chen, Zhihong Zhao, Baowen Xu, Yang Feng

Proceedings of the Fourth IEEE International Conference on Software Testing, 2011

Improve the Effectiveness of Test Case Generation on EFSM via Automatic Path Feasibility Analysis.

Rui Yang, Zhenyu Chen, Baowen Xu, W. Eric Wong, Jie Zhang

Proceedings of the 13th IEEE International Symposium on High-Assurance Systems Engineering, 2011

A new prediction approach based on linear regression for collaborative filtering.

Xinyang Ge, Jia Liu, Qi Qi, Zhenyu Chen

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Mutation Selection: Some Could be Better than All.

Zhiyi Zhang, Dongjiang You, Zhenyu Chen, Yuming Zhou, Baowen Xu

Proceedings of the EAST 2011, 2011

Delivering PSP course in tertiary education environment: Challenges and solution.

Guoping Rong, He Zhang, Zhenyu Chen, Dong Shao

Proceedings of the 24th IEEE-CS Conference on Software Engineering Education and Training, 2011

Teaching software testing methods based on diversity principles.

Zhenyu Chen, Jinyu Zhang, Bin Luo

Proceedings of the 24th IEEE-CS Conference on Software Engineering Education and Training, 2011

2010

Software debugging through dynamic analysis of program structures

Zhenyu Chen

PhD thesis, 2010

Cost-Effective Combinatorial Test Case Prioritization for Varying Combination Weights.

Ziyuan Wang, Baowen Xu, Lin Chen, Zhenyu Chen

Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

Improving Cluster Selection Techniques of Regression Testing by Slice Filtering.

Yongwei Duan, Zhenyu Chen, Zhihong Zhao, Ju Qian, Zhongjun Yang

Proceedings of the 22nd International Conference on Software Engineering & Knowledge Engineering (SEKE'2010), Redwood City, San Francisco Bay, CA, USA, July 1, 2010

An Improved Regression Test Selection Technique by Clustering Execution Profiles.

Chen Zhang, Zhenyu Chen, Zhihong Zhao, Shali Yan, Jinyu Zhang, Baowen Xu

Proceedings of the 10th International Conference on Quality Software, 2010

A Simulation Study on Some Search Algorithms for Regression Test Case Prioritization.

Sihan Li, Naiwen Bian, Zhenyu Chen, Dongjiang You, Yuchen He

Proceedings of the 10th International Conference on Quality Software, 2010

A Dynamic Test Cluster Sampling Strategy by Leveraging Execution Spectra Information.

Shali Yan, Zhenyu Chen, Zhihong Zhao, Chen Zhang, Yuming Zhou

Proceedings of the Third International Conference on Software Testing, 2010

2009

A Novel Method of Mutation Clustering Based on Domain Analysis.

Changbin Ji, Zhenyu Chen, Baowen Xu, Zhihong Zhao

Proceedings of the 21st International Conference on Software Engineering & Knowledge Engineering (SEKE'2009), 2009

A New Mutation Analysis Method for Testing Java Exception Handling.

Changbin Ji, Zhenyu Chen, Baowen Xu, Ziyuan Wang

Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

2008

A Degraded ILP Approach for Test Suite Reduction.

Zhenyu Chen, Xiaofang Zhang, Baowen Xu

Proceedings of the Twentieth International Conference on Software Engineering & Knowledge Engineering (SEKE'2008), 2008

A novel approach for test suite reduction based on requirement relation contraction.

Zhenyu Chen, Baowen Xu, Xiaofang Zhang, Changhai Nie

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

A detectability analysis of fault classes for Boolean specifications.

Zhenyu Chen, Baowen Xu, Changhai Nie

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

An Empirical Evaluation of Test Suite Reduction for Boolean Specification-Based Testing (Short Paper).

Xiaofang Zhang, Baowen Xu, Zhenyu Chen, Changhai Nie, Leifang Li

Proceedings of the Eighth International Conference on Quality Software, 2008

2007

QBF-Based Symbolic Model Checking for Knowledge and Time.

Conghua Zhou, Zhenyu Chen, Zhihong Tao

Proceedings of the Theory and Applications of Models of Computation, 2007

Implication-Based Approximating Bounded Model Checking.

Zhenyu Chen, Zhihong Tao, Baowen Xu, Lifu Wang

Proceedings of the International Symposium on Fundamentals of Software Engineering, 2007

Comparing Fault-based Testing Strategies of General Boolean Specifications.

Zhenyu Chen, Baowen Xu, Changhai Nie

Proceedings of the 31st Annual International Computer Software and Applications Conference, 2007

2006

Variable Minimal Unsatisfiability.

Zhenyu Chen, Decheng Ding

Proceedings of the Theory and Applications of Models of Computation, 2006

2005

Automatic abstraction refinement for Petri nets verification.

Zhenyu Chen, Conghua Zhou, Decheng Ding

Proceedings of the Tenth IEEE International High-Level Design Validation and Test Workshop 2005, Napa Valley, CA, USA, November 30, 2005