Huai Liu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 53

Top Topics

Mutation Testing

Test Data Generation

Software Testing

Top Venues

J. Syst. Softw.

IEEE Trans. Software Eng.

Publications

Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu
Test Data Generation for Mutation Testing Based on Markov Chain Usage Model and Estimation of Distribution Algorithm. IEEE Trans. Software Eng. 50 (3) (2024)
Hepeng Dai, Chang-Ai Sun, Huai Liu, Xiangyu Zhang
DFuzzer: Diversity-Driven Seed Queue Construction of Fuzzing for Deep Learning Models. IEEE Trans. Reliab. 73 (2) (2024)
Chang-Ai Sun, Hepeng Dai, Ning Geng, Huai Liu, Tsong Yueh Chen, Peng Wu, Yan Cai, Jinqiu Wang
An Interleaving Guided Metamorphic Testing Approach for Concurrent Programs. ACM Trans. Softw. Eng. Methodol. 33 (1) (2024)
Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu, Xiangying Dang
Set evolution based test data generation for killing stubborn mutants. J. Syst. Softw. 216 (2024)
Rui Li, Huai Liu, Pak-Lok Poon, Dave Towey, Chang-Ai Sun, Zheng Zheng, Zhi Quan Zhou, Tsong Yueh Chen
Metamorphic Relation Generation: State of the Art and Visions for Future Research. CoRR (2024)
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen
Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing. CoRR (2023)
Bo Yang, Haoran Guo, Huai Liu
Evaluation and assessment of machine learning based user story grouping: A framework and empirical studies. Sci. Comput. Program. 227 (2023)
Chang-Ai Sun, Tao Zeng, Wanqing Zuo, Huai Liu
A Trace-Log-Clusterings-Based Fault Localization Approach to Microservice Systems. ICWS (2023)
Chang-Ai Sun, Hepeng Dai, Huai Liu, Tsong Yueh Chen
Feedback-Directed Metamorphic Testing. ACM Trans. Softw. Eng. Methodol. 32 (1) (2023)
Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin
RFLSem: A Lightweight Model for Textual Sentiment Analysis. KSEM (4) (2023)
Riley Underwood, Quang-Hung Luu, Huai Liu
A Metamorphic Testing Framework and Toolkit for Modular Automated Driving Systems. MET (2023)
Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen
A Declarative Metamorphic Testing Framework for Autonomous Driving. IEEE Trans. Software Eng. 49 (4) (2023)
Bo Yang, Xiuyin Ma, Chunhui Wang, Haoran Guo, Huai Liu, Zhi Jin
User story clustering in agile development: a framework and an empirical study. Frontiers Comput. Sci. 17 (6) (2023)
Chang-Ai Sun, Baoli Liu, An Fu, Yiqiang Liu, Huai Liu
Path-directed source test case generation and prioritization in metamorphic testing. J. Syst. Softw. 183 (2022)
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu
Testing Ocean Software with Metamorphic Testing. CoRR (2022)
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu
Testing Ocean Software with Metamorphic Testing. MET@ICSE (2022)
Xiangying Dang, Dunwei Gong, Xiangjuan Yao, Tian Tian, Huai Liu
Enhancement of Mutation Testing via Fuzzy Clustering and Multi-Population Genetic Algorithm. IEEE Trans. Software Eng. 48 (6) (2022)
Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. J. Syst. Softw. 184 (2022)
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu
A Sequential Metamorphic Testing Framework for Understanding Automated Driving Systems. CoRR (2022)
Hepeng Dai, Chang-Ai Sun, Huai Liu
DeepController: Feedback-Directed Fuzzing for Deep Learning Systems. SEKE (2022)
Rui Li, Huai Liu, Guannan Lou, James Xi Zheng, Xiao Liu, Tsong Yueh Chen
Metamorphic Testing on Multi-module UAV Systems. ASE (2021)
Zhengjun Zhang, Yanqiang Liu, Jiangtao Chen, Zhengwei Qi, Yifeng Zhang, Huai Liu
Performance Analysis of Open-Source Hypervisors for Automotive Systems. ICPADS (2021)
Bo Yang, Qian Yu, Huai Liu, Yuze He, Chao Liu
Software debugging analysis based on developer behavior data. Frontiers Comput. Sci. 15 (1) (2021)
Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu
Spectral clustering based mutant reduction for mutation testing. Inf. Softw. Technol. 132 (2021)
Chang-Ai Sun, An Fu, Pak-Lok Poon, Xiaoyuan Xie, Huai Liu, Tsong Yueh Chen
METRIC$^{+}$+: A Metamorphic Relation Identification Technique Based on Input Plus Output Domains. IEEE Trans. Software Eng. 47 (9) (2021)
Yao Deng, Guannan Lou, Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models. MET@ICSE (2021)
Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks. CoRR (2021)
Rui Li, Xiao Liu, Xi Zheng, Chong Zhang, Huai Liu
TDD4Fog: A Test-Driven Software Development Platform for Fog Computing Systems. CCGRID (2020)
Chong Zhang, Xiao Liu, Xi Zheng, Rui Li, Huai Liu
FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems. PerCom Workshops (2020)
Bo Yang, Yuze He, Huai Liu, Yixin Chen, Zhi Jin
A Lightweight Fault Localization Approach based on XGBoost. QRS (2020)
Daniel Lee, Hong Xu, Huai Liu, Yuan Miao
Cognitive modelling of Chinese herbal medicine's effect on breast cancer. Health Inf. Sci. Syst. 7 (1) (2019)
Chang-Ai Sun, Hepeng Dai, Huai Liu, Tsong Yueh Chen, Kai-Yuan Cai
Adaptive Partition Testing. IEEE Trans. Computers 68 (2) (2019)
Tian Tian, Dunwei Gong, Fei-Ching Kuo, Huai Liu
Genetic algorithm based test data generation for MPI parallel programs with blocking communication. J. Syst. Softw. 155 (2019)
Gang Luo, Xi Zheng, Huai Liu, Rongbin Xu, Dinesh Nagumothu, Ranjith Janapareddi, Er Zhuang, Xiao Liu
Verification of Microservices Using Metamorphic Testing. ICA3PP (1) (2019)
Ahmed Abdullah, Heinz W. Schmidt, Maria Spichkova, Huai Liu
Monitoring Informed Testing for IoT. ASWEC (2018)
Daniel Lee, Huai Liu, Jia Rong, Hong Xu, Yuan Miao
Decision Making for Traditional Chinese Medicine Based on Fuzzy Cognitive Map. HIS (2018)
Sarathkumar Rangarajan, Huai Liu, Hua Wang, Chuan-Long Wang
Scalable Architecture for Personalized Healthcare Service Recommendation using Big Data Lake. CoRR (2018)
Chang-Ai Sun, Yan Zhao, Lin Pan, Huai Liu, Tsong Yueh Chen
Automated Testing of WS-BPEL Service Compositions: A Scenario-Oriented Approach. IEEE Trans. Serv. Comput. 11 (4) (2018)
Chang-Ai Sun, Jingting Jia, Huai Liu, Xiangyu Zhang
A Lightweight Program Dependence Based Approach to Concurrent Mutation Analysis. COMPSAC (1) (2018)
Ahmed Abdullah, Heinz W. Schmidt, Maria Spichkova, Huai Liu
Monitoring Informed Testing for IoT. CoRR (2018)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Pak-Lok Poon, Dave Towey, T. H. Tse, Zhi Quan Zhou
Metamorphic Testing: A Review of Challenges and Opportunities. ACM Comput. Surv. 51 (1) (2018)
Chang-Ai Sun, Yufeng Ran, Caiyun Zheng, Huai Liu, Dave Towey, Xiangyu Zhang
Fault localisation for WS-BPEL programs based on predicate switching and program slicing. J. Syst. Softw. 135 (2018)
Pak-Lok Poon, Huai Liu, Tsong Yueh Chen
Error Trapping and Metamorphic Testing for Spreadsheet Failure Detection. J. Organ. End User Comput. 29 (2) (2017)
Sarathkumar Rangarajan, Huai Liu, Hua Wang, Chuan-Long Wang
Scalable Architecture for Personalized Healthcare Service Recommendation Using Big Data Lake. ASSRI (2017)
Chang-Ai Sun, Cuiyang Fan, Zhen Wang, Huai Liu
d(mu)Reg: A Path-Aware Mutation Analysis Guided Approach to Regression Testing. AST@ICSE (2017)
Chang-Ai Sun, Lin Pan, Qiaoling Wang, Huai Liu, Xiangyu Zhang
An Empirical Study on Mutation Testing of WS-BPEL Programs. Comput. J. 60 (1) (2017)
Huai Liu, Jan Olaf Blech, Matt Duckham, Heinz W. Schmidt
Spatio-Temporal Aware Testing for Complex Systems. QRS Companion (2017)
Chang-Ai Sun, Feifei Xue, Huai Liu, Xiangyu Zhang
A path-aware approach to mutant reduction in mutation testing. Inf. Softw. Technol. 81 (2017)
Huai Liu, Tsong Yueh Chen
Randomized Quasi-Random Testing. IEEE Trans. Computers 65 (6) (2016)
Mohsen Laali, Huai Liu, Margaret Hamilton, Maria Spichkova, Heinz W. Schmidt
Test Case Prioritization Using Online Fault Detection Information. Ada-Europe (2016)
Arlinta Christy Barus, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Heinz W. Schmidt
The impact of source test case selection on the effectiveness of metamorphic testing. MET@ICSE (2016)
Arlinta Christy Barus, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Robert G. Merkel, Gregg Rothermel
A Cost-Effective Random Testing Method for Programs with Non-Numeric Inputs. IEEE Trans. Computers 65 (12) (2016)
Dave Towey, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Zhi Quan Zhou
Metamorphic testing: A new student engagement approach for a new software testing paradigm. TALE (2016)
Rubing Huang, Huai Liu, Xiaodong Xie, Jinfu Chen
Enhancing mirror adaptive random testing through dynamic partitioning. Inf. Softw. Technol. 67 (2015)
Chang-Ai Sun, Yimeng Zai, Huai Liu
Evaluating and Comparing Fault-Based Testing Strategies for General Boolean Specifications: A Series of Experiments. Comput. J. 58 (5) (2015)
Maria Spichkova, Huai Liu, Mohsen Laali, Heinz W. Schmidt
Human Factors in Software Reliability Engineering. CoRR (2015)
Huai Liu, Maria Spichkova, Heinz W. Schmidt, Andreas Ulrich, Horst Sauer, Jan Wieghardt
Efficient Testing based on Logical Architecture. ASWEC (2) (2015)
Huai Liu, Maria Spichkova, Heinz W. Schmidt, Timos K. Sellis, Matt Duckham
Spatio-Temporal Architecture-Based Framework for Testing Services in the Cloud. ASWEC (2) (2015)
Maria Spichkova, Huai Liu, Heinz W. Schmidt
Towards Quality-Oriented Architecture: Integration in a Global Context. ECSA Workshops (2015)
Huai Liu, Pak-Lok Poon, Tsong Yueh Chen
Poster: Enhancing Partition Testing through Output Variation. ICSE (2) (2015)
Huai Liu, Fei-Ching Kuo, Dave Towey, Tsong Yueh Chen
How Effectively Does Metamorphic Testing Alleviate the Oracle Problem? IEEE Trans. Software Eng. 40 (1) (2014)
Xiaofang Zhang, Tsong Yueh Chen, Huai Liu
An Application of Adaptive Random Sequence in Test Case Prioritization. SEKE (2014)
Huai Liu, Iman I. Yusuf, Heinz W. Schmidt, Tsong Yueh Chen
Metamorphic fault tolerance: an automated and systematic methodology for fault tolerance in the absence of test oracle. ICSE Companion (2014)
Pak-Lok Poon, Fei-Ching Kuo, Huai Liu, Tsong Yueh Chen
How can non-technical end users effectively test their spreadsheets? Inf. Technol. People 27 (4) (2014)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, W. Eric Wong
Code Coverage of Adaptive Random Testing. IEEE Trans. Reliab. 62 (1) (2013)
Huai Liu, Xuan Liu, Tsong Yueh Chen
A New Method for Constructing Metamorphic Relations. QSIC (2012)
Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen
Comparison of adaptive random testing and random testing under various testing and debugging scenarios. Softw. Pract. Exp. 42 (8) (2012)
Chang-Ai Sun, Guan Wang, Baohong Mu, Huai Liu, ZhaoShun Wang, Tsong Yueh Chen
A Metamorphic Relation-Based Approach to Testing Web Services Without Oracles. Int. J. Web Serv. Res. 9 (1) (2012)
Mahmuda Asrafi, Huai Liu, Fei-Ching Kuo
On Testing Effectiveness of Metamorphic Relations: A Case Study. SSIRI (2011)
Chang-Ai Sun, Guan Wang, Baohong Mu, Huai Liu, ZhaoShun Wang, Tsong Yueh Chen
Metamorphic Testing for Web Services: Framework and a Case Study. ICWS (2011)
Huai Liu, Xiaodong Xie, Jing Yang, Yansheng Lu, Tsong Yueh Chen
Adaptive random testing through test profiles. Softw. Pract. Exp. 41 (10) (2011)
Ji Sun, Huai Liu
Optimal Control Algorithm of Nonlinear State-Delay System. ICICA (2) (2010)
Huai Liu, Xiaodong Xie, Jing Yang, Yansheng Lu, Tsong Yueh Chen
Adaptive Random Testing by Exclusion through Test Profile. QSIC (2010)
Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen
Teaching an End-User Testing Methodology. CSEE&T (2010)
Tsong Yueh Chen, Joshua Wing Kei Ho, Huai Liu, Xiaoyuan Xie
An innovative approach for testing bioinformatics programs using metamorphic testing. BMC Bioinform. 10 (2009)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Shengqiong Wang
Conformance Testing of Network Simulators Based on Metamorphic Testing Technique. FMOODS/FORTE (2009)
Huai Liu, Tsong Yueh Chen
An Innovative Approach to Randomising Quasi-random Sequences and Its Application into Software Testing. QSIC (2009)
Huai Liu, Daoming Wang, Huimin Lin, Tsong Yueh Chen
On the integration of metamorphic testing and model checking. IADIS AC (2) (2009)
Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen
Dynamic Test Profiles in Adaptive Random Testing: A Case Study. SEKE (2009)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
Application of a Failure Driven Test Profile in Random Testing. IEEE Trans. Reliab. 58 (1) (2009)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
Adaptive random testing based on distribution metrics. J. Syst. Softw. 82 (9) (2009)
Fei-Ching Kuo, Tsong Yueh Chen, Huai Liu, Wing Kwong Chan
Enhancing adaptive random testing for programs with high dimensional input domains or failure-unrelated parameters. Softw. Qual. J. 16 (3) (2008)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
Distributing test cases more evenly in adaptive random testing. J. Syst. Softw. 81 (12) (2008)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, W. Eric Wong
Does Adaptive Random Testing Deliver a Higher Confidence than Random Testing? QSIC (2008)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
On Test Case Distributions of Adaptive Random Testing. SEKE (2007)
Fei-Ching Kuo, Tsong Yueh Chen, Huai Liu, W. K. Chan
Enhancing adaptive random testing in high dimensional input domains. SAC (2007)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
Distribution Metric Driven Adaptive Random Testing. QSIC (2007)
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
Enhancing Adaptive Random Testing through Partitioning by Edge and Centre. ASWEC (2007)