Huai Liu

113 papers A* 3A 4B 2C 8Misc 2Journal 64Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing LLM-Generated Code Reliability: A Hybrid Approach for Hallucination Detection.
IEEE Trans. Software Eng.
Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin
2026 J jnl
Analysis of the Relationship between Editing Behaviors and Questions in Stack Overflow.
Int. J. Softw. Eng. Knowl. Eng.
Bo Yang, Ruobing Li, Yusi Chen, Huai Liu
2026 J jnl
Command-Filtered Fuzzy Adaptive Output Feedback Control for Nonlinear Power Systems with Actuator Faults.
Axioms
Sen Wang, Junzhe Yan, Chenxuan Sheng, Huai Liu, Guobao Liu
2026 J jnl
Introduction to the special issue on metamorphic testing.
Inf. Softw. Technol.
Huai Liu, Aldeida Aleti, Aitor Arrieta
2025 J jnl
A Reinforcement Learning Based Approach to Partition Testing.
J. Comput. Sci. Technol.
Chang-Ai Sun, Ming-Jun Xiao, Hepeng Dai, Huai Liu
2025 J jnl
Adaptive command-filtered control for nonlinear systems with actuator faults and unknown control directions.
IFAC J. Syst. Control.
Chenxuan Sheng, Guobao Liu, Huai Liu, Siyu Xia
2025 A conf
Can Large Language Models Discover Metamorphic Relations? A Large-Scale Empirical Study.
SANER
Jiaming Zhang, Chang-Ai Sun, Huai Liu, Sijin Dong
2025 A* conf
DiffFix: Incrementally Fixing AST Diffs via Context and Type Information.
ASE
Guofeng Zeng, Chang-Ai Sun, Kai Gao, Huai Liu
2025 J jnl
Dissipativity Analysis for Singular Interval Type-2 Fuzzy Markov Jump Systems With Actuator Faults and Time-Vary Delays.
Int. J. Fuzzy Syst.
Fangyuan Liu, Guobao Liu, Huai Liu, Shicheng Huo, Weixing Qian
2025 J jnl
Extended dissipative analysis of integral sliding mode control for singular interval type-2 fuzzy systems with time delay.
Appl. Math. Comput.
Fangyuan Liu, Guobao Liu, Huai Liu, Shicheng Huo
2025 A* conf
FailMapper: Automated Generation of Unit Tests Guided by Failure Scenarios.
ASE
Ruiqi Dong, Zehang Deng, Xiaogang Zhu, Xiaoning Du, Huai Liu, Shaohua Wang, Sheng Wen, Yang Xiang
2025 J jnl
Identifying the Failure-Revealing Test Cases in Metamorphic Testing: A Statistical Approach.
ACM Trans. Softw. Eng. Methodol.
Zheng Zheng, Dai-Xu Ren, Huai Liu, Tsong Yueh Chen, Tiancheng Li
2025 J jnl
Integrating Artificial Intelligence with Human Expertise: An In-depth Analysis of ChatGPT's Capabilities in Generating Metamorphic Relations.
CoRR
Yifan Zhang, Dave Towey, Matthew Pike, Quang-Hung Luu, Huai Liu, Tsong Yueh Chen
2025 J jnl
MMF: A Lightweight Approach of Multimodel Fusion for Malware Detection.
IET Softw.
Bo Yang, Mengbo Li, Li Li, Huai Liu
2025 J jnl
Metamorphic Relation Generation: State of the Art and Research Directions.
ACM Trans. Softw. Eng. Methodol.
Rui Li, Huai Liu, Pak-Lok Poon, Dave Towey, Chang-Ai Sun, Zheng Zheng, Zhiquan Zhou, Tsong Yueh Chen
2025 J jnl
Metamorphic Testing for Smart Contracts: A User-Behavior-Sequence-Aware Approach and Automation Tool.
IEEE Trans. Serv. Comput.
Chang-Ai Sun, Yuanrui Ji, Xinhui Zheng, Huai Liu
2025 J jnl
Semantic Structure Invariance-Based Metamorphic Testing for Machine Translation Systems.
IEEE Trans. Reliab.
Chang-Ai Sun, Jian Mu, Mingjun Xiao, Huai Liu, Pinjia He
2025 J jnl
TRALSem: A Robust Model for Textual Sentiment Analysis.
IEEE Trans. Comput. Soc. Syst.
Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin
2024 J jnl
An Interleaving Guided Metamorphic Testing Approach for Concurrent Programs.
ACM Trans. Softw. Eng. Methodol.
Chang-Ai Sun, Hepeng Dai, Ning Geng, Huai Liu, Tsong Yueh Chen, Peng Wu, Yan Cai, Jinqiu Wang
2024 J jnl
DFuzzer: Diversity-Driven Seed Queue Construction of Fuzzing for Deep Learning Models.
IEEE Trans. Reliab.
Hepeng Dai, Chang-Ai Sun, Huai Liu, Xiangyu Zhang
2024 C conf
MRTCNN: A Lightweight Approach for Predicting Metamorphic Relations.
APSEC
Bo Yang, Xu Wang, Huai Liu
2024 A conf
MT4SC: A User-Behavior-Sequence-Aware Metamorphic Testing Approach for Smart Contracts.
ICWS
Yuan-rui Ji, Chang-Ai Sun, Xin-hui Zheng, Huai Liu
2024 J jnl
Metamorphic Fault Tolerance: Addressing the Oracle Problem of Reliability Assurance for Contemporary Software Systems.
Computer
Zheng Zheng, Dai-Xu Ren, Huai Liu, Tsong Yueh Chen
2024 J jnl
Metamorphic Relation Generation: State of the Art and Visions for Future Research.
CoRR
Rui Li, Huai Liu, Pak-Lok Poon, Dave Towey, Chang-Ai Sun, Zheng Zheng, Zhi Quan Zhou, Tsong Yueh Chen
2024 — ed.
Proceedings of the 9th ACM International Workshop on Metamorphic Testing, MET 2024, Vienna, Austria, 17 September 2024
MET@ISSTA
Huai Liu, Aldeida Aleti, Aitor Arrieta
2024 J jnl
Set evolution based test data generation for killing stubborn mutants.
J. Syst. Softw.
Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu, Xiangying Dang
2024 J jnl
Test Adequacy for Metamorphic Testing: Criteria, Measurement, and Implication.
CoRR
An Fu, Chang-Ai Sun, Jiaming Zhang, Huai Liu
2024 J jnl
Test Data Generation for Mutation Testing Based on Markov Chain Usage Model and Estimation of Distribution Algorithm.
IEEE Trans. Software Eng.
Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu
2023 J jnl
A Declarative Metamorphic Testing Framework for Autonomous Driving.
IEEE Trans. Software Eng.
Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen
2023 — conf
A Metamorphic Testing Framework and Toolkit for Modular Automated Driving Systems.
MET
Riley Underwood, Quang-Hung Luu, Huai Liu
2023 A conf
A Trace-Log-Clusterings-Based Fault Localization Approach to Microservice Systems.
ICWS
Chang-Ai Sun, Tao Zeng, Wanqing Zuo, Huai Liu
2023 J jnl
Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing.
CoRR
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen
2023 J jnl
Evaluation and assessment of machine learning based user story grouping: A framework and empirical studies.
Sci. Comput. Program.
Bo Yang, Haoran Guo, Huai Liu
2023 J jnl
Feedback-Directed Metamorphic Testing.
ACM Trans. Softw. Eng. Methodol.
Chang-Ai Sun, Hepeng Dai, Huai Liu, Tsong Yueh Chen
2023 — conf
RFLSem: A Lightweight Model for Textual Sentiment Analysis.
KSEM (4)
Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin
2023 J jnl
User story clustering in agile development: a framework and an empirical study.
Frontiers Comput. Sci.
Bo Yang, Xiuyin Ma, Chunhui Wang, Haoran Guo, Huai Liu, Zhi Jin
2022 J jnl
A Sequential Metamorphic Testing Framework for Understanding Automated Driving Systems.
CoRR
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu
2022 C conf
DeepController: Feedback-Directed Fuzzing for Deep Learning Systems.
SEKE
Hepeng Dai, Chang-Ai Sun, Huai Liu
2022 J jnl
Enhancement of Mutation Testing via Fuzzy Clustering and Multi-Population Genetic Algorithm.
IEEE Trans. Software Eng.
Xiangying Dang, Dunwei Gong, Xiangjuan Yao, Tian Tian, Huai Liu
2022 J jnl
Path-directed source test case generation and prioritization in metamorphic testing.
J. Syst. Softw.
Chang-Ai Sun, Baoli Liu, An Fu, Yiqiang Liu, Huai Liu
2022 J jnl
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks.
J. Syst. Softw.
Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin
2022 — conf
Testing Ocean Software with Metamorphic Testing.
MET@ICSE
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu
2022 J jnl
Testing Ocean Software with Metamorphic Testing.
CoRR
Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu
2021 — conf
BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models.
MET@ICSE
Yao Deng, Guannan Lou, James Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen
2021 J jnl
METRIC$^{+}$+: A Metamorphic Relation Identification Technique Based on Input Plus Output Domains.
IEEE Trans. Software Eng.
Chang-Ai Sun, An Fu, Pak-Lok Poon, Xiaoyuan Xie, Huai Liu, Tsong Yueh Chen
2021 A* conf
Metamorphic Testing on Multi-module UAV Systems.
ASE
Rui Li, Huai Liu, Guannan Lou, James Xi Zheng, Xiao Liu, Tsong Yueh Chen
2021 B conf
Performance Analysis of Open-Source Hypervisors for Automotive Systems.
ICPADS
Zhengjun Zhang, Yanqiang Liu, Jiangtao Chen, Zhengwei Qi, Yifeng Zhang, Huai Liu
2021 J jnl
Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks.
CoRR
Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin
2021 J jnl
Software debugging analysis based on developer behavior data.
Frontiers Comput. Sci.
Bo Yang, Qian Yu, Huai Liu, Yuze He, Chao Liu
2021 J jnl
Spectral clustering based mutant reduction for mutation testing.
Inf. Softw. Technol.
Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu
2020 C conf
A Lightweight Fault Localization Approach based on XGBoost.
QRS
Bo Yang, Yuze He, Huai Liu, Yixin Chen, Zhi Jin
2020 — conf
FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems.
PerCom Workshops
Chong Zhang, Xiao Liu, Xi Zheng, Rui Li, Huai Liu
2020 J jnl
RMT: Rule-based Metamorphic Testing for Autonomous Driving Models.
CoRR
Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim
2020 B conf
TDD4Fog: A Test-Driven Software Development Platform for Fog Computing Systems.
CCGRID
Rui Li, Xiao Liu, Xi Zheng, Chong Zhang, Huai Liu
2019 J jnl
Adaptive Partition Testing.
IEEE Trans. Computers
Chang-Ai Sun, Hepeng Dai, Huai Liu, Tsong Yueh Chen, Kai-Yuan Cai
2019 J jnl
Cognitive modelling of Chinese herbal medicine's effect on breast cancer.
Health Inf. Sci. Syst.
Daniel Lee, Hong Xu, Huai Liu, Yuan Miao
2019 J jnl
Genetic algorithm based test data generation for MPI parallel programs with blocking communication.
J. Syst. Softw.
Tian Tian, Dunwei Gong, Fei-Ching Kuo, Huai Liu
2019 — conf
Verification of Microservices Using Metamorphic Testing.
ICA3PP (1)
Gang Luo, Xi Zheng, Huai Liu, Rongbin Xu, Dinesh Nagumothu, Ranjith Janapareddi, Er Zhuang, Xiao Liu
2018 — conf
A Lightweight Program Dependence Based Approach to Concurrent Mutation Analysis.
COMPSAC (1)
Chang-Ai Sun, Jingting Jia, Huai Liu, Xiangyu Zhang
2018 J jnl
Automated Testing of WS-BPEL Service Compositions: A Scenario-Oriented Approach.
IEEE Trans. Serv. Comput.
Chang-Ai Sun, Yan Zhao, Lin Pan, Huai Liu, Tsong Yueh Chen
2018 C conf
Decision Making for Traditional Chinese Medicine Based on Fuzzy Cognitive Map.
HIS
Daniel Lee, Huai Liu, Jia Rong, Hong Xu, Yuan Miao
2018 J jnl
Fault localisation for WS-BPEL programs based on predicate switching and program slicing.
J. Syst. Softw.
Chang-Ai Sun, Yufeng Ran, Caiyun Zheng, Huai Liu, Dave Towey, Xiangyu Zhang
2018 J jnl
Metamorphic Testing: A Review of Challenges and Opportunities.
ACM Comput. Surv.
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Pak-Lok Poon, Dave Towey, T. H. Tse, Zhi Quan Zhou
2018 — conf
Monitoring Informed Testing for IoT.
ASWEC
Ahmed Abdullah, Heinz W. Schmidt, Maria Spichkova, Huai Liu
2018 J jnl
Monitoring Informed Testing for IoT.
CoRR
Ahmed Abdullah, Heinz W. Schmidt, Maria Spichkova, Huai Liu
2018 J jnl
Scalable Architecture for Personalized Healthcare Service Recommendation using Big Data Lake.
CoRR
Sarathkumar Rangarajan, Huai Liu, Hua Wang, Chuan-Long Wang
2017 J jnl
A path-aware approach to mutant reduction in mutation testing.
Inf. Softw. Technol.
Chang-Ai Sun, Feifei Xue, Huai Liu, Xiangyu Zhang
2017 J jnl
An Empirical Study on Mutation Testing of WS-BPEL Programs.
Comput. J.
Chang-Ai Sun, Lin Pan, Qiaoling Wang, Huai Liu, Xiangyu Zhang
2017 J jnl
Error Trapping and Metamorphic Testing for Spreadsheet Failure Detection.
J. Organ. End User Comput.
Pak-Lok Poon, Huai Liu, Tsong Yueh Chen
2017 C ed.
Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, Melbourne, Australia, November 7-10, 2017.
MobiQuitous
Tao Gu, Ramamohanarao Kotagiri, Huai Liu
2017 — conf
Scalable Architecture for Personalized Healthcare Service Recommendation Using Big Data Lake.
ASSRI
Sarathkumar Rangarajan, Huai Liu, Hua Wang, Chuan-Long Wang
2017 — conf
Spatio-Temporal Aware Testing for Complex Systems.
QRS Companion
Huai Liu, Jan Olaf Blech, Matt Duckham, Heinz W. Schmidt
2017 — conf
d(mu)Reg: A Path-Aware Mutation Analysis Guided Approach to Regression Testing.
AST@ICSE
Chang-Ai Sun, Cuiyang Fan, Zhen Wang, Huai Liu
2016 J jnl
A Cost-Effective Random Testing Method for Programs with Non-Numeric Inputs.
IEEE Trans. Computers
Arlinta Christy Barus, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Robert G. Merkel, Gregg Rothermel
2016 — conf
Metamorphic testing: A new student engagement approach for a new software testing paradigm.
TALE
Dave Towey, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Zhi Quan Zhou
2016 J jnl
Randomized Quasi-Random Testing.
IEEE Trans. Computers
Huai Liu, Tsong Yueh Chen
2016 Misc conf
Test Case Prioritization Using Online Fault Detection Information.
Ada-Europe
Mohsen Laali, Huai Liu, Margaret Hamilton, Maria Spichkova, Heinz W. Schmidt
2016 — conf
The impact of source test case selection on the effectiveness of metamorphic testing.
MET@ICSE
Arlinta Christy Barus, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Heinz W. Schmidt
2015 — conf
Efficient Testing based on Logical Architecture.
ASWEC (2)
Huai Liu, Maria Spichkova, Heinz W. Schmidt, Andreas Ulrich, Horst Sauer, Jan Wieghardt
2015 J jnl
Enhancing mirror adaptive random testing through dynamic partitioning.
Inf. Softw. Technol.
Rubing Huang, Huai Liu, Xiaodong Xie, Jinfu Chen
2015 J jnl
Evaluating and Comparing Fault-Based Testing Strategies for General Boolean Specifications: A Series of Experiments.
Comput. J.
Chang-Ai Sun, Yimeng Zai, Huai Liu
2015 J jnl
Human Factors in Software Reliability Engineering.
CoRR
Maria Spichkova, Huai Liu, Mohsen Laali, Heinz W. Schmidt
2015 — conf
Poster: Enhancing Partition Testing through Output Variation.
ICSE (2)
Huai Liu, Pak-Lok Poon, Tsong Yueh Chen
2015 — conf
Spatio-Temporal Architecture-Based Framework for Testing Services in the Cloud.
ASWEC (2)
Huai Liu, Maria Spichkova, Heinz W. Schmidt, Timos K. Sellis, Matt Duckham
2015 — conf
Towards Quality-Oriented Architecture: Integration in a Global Context.
ECSA Workshops
Maria Spichkova, Huai Liu, Heinz W. Schmidt
2014 C conf
An Application of Adaptive Random Sequence in Test Case Prioritization.
SEKE
Xiaofang Zhang, Tsong Yueh Chen, Huai Liu
2014 J jnl
How Effectively Does Metamorphic Testing Alleviate the Oracle Problem?
IEEE Trans. Software Eng.
Huai Liu, Fei-Ching Kuo, Dave Towey, Tsong Yueh Chen
2014 J jnl
How can non-technical end users effectively test their spreadsheets?
Inf. Technol. People
Pak-Lok Poon, Fei-Ching Kuo, Huai Liu, Tsong Yueh Chen
2014 — conf
Metamorphic fault tolerance: an automated and systematic methodology for fault tolerance in the absence of test oracle.
ICSE Companion
Huai Liu, Iman I. Yusuf, Heinz W. Schmidt, Tsong Yueh Chen
2013 J jnl
Code Coverage of Adaptive Random Testing.
IEEE Trans. Reliab.
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, W. Eric Wong
2012 J jnl
A Metamorphic Relation-Based Approach to Testing Web Services Without Oracles.
Int. J. Web Serv. Res.
Chang-Ai Sun, Guan Wang, Baohong Mu, Huai Liu, Zhaoshun Wang, Tsong Yueh Chen
2012 — conf
A New Method for Constructing Metamorphic Relations.
QSIC
Huai Liu, Xuan Liu, Tsong Yueh Chen
2012 J jnl
Comparison of adaptive random testing and random testing under various testing and debugging scenarios.
Softw. Pract. Exp.
Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen
2011 J jnl
Adaptive random testing through test profiles.
Softw. Pract. Exp.
Huai Liu, Xiaodong Xie, Jing Yang, Yansheng Lu, Tsong Yueh Chen
2011 A conf
Metamorphic Testing for Web Services: Framework and a Case Study.
ICWS
Chang-Ai Sun, Guan Wang, Baohong Mu, Huai Liu, Zhaoshun Wang, Tsong Yueh Chen
2011 — conf
On Testing Effectiveness of Metamorphic Relations: A Case Study.
SSIRI
Mahmuda Asrafi, Huai Liu, Fei-Ching Kuo
2010 — conf
Adaptive Random Testing by Exclusion through Test Profile.
QSIC
Huai Liu, Xiaodong Xie, Jing Yang, Yansheng Lu, Tsong Yueh Chen
2010 — conf
Optimal Control Algorithm of Nonlinear State-Delay System.
ICICA (2)
Ji Sun, Huai Liu
2010 — conf
Teaching an End-User Testing Methodology.
CSEE&T
Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen
2009 J jnl
Adaptive random testing based on distribution metrics.
J. Syst. Softw.
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
2009 — conf
An Innovative Approach to Randomising Quasi-random Sequences and Its Application into Software Testing.
QSIC
Huai Liu, Tsong Yueh Chen
2009 J jnl
An innovative approach for testing bioinformatics programs using metamorphic testing.
BMC Bioinform.
Tsong Yueh Chen, Joshua Wing Kei Ho, Huai Liu, Xiaoyuan Xie
2009 J jnl
Application of a Failure Driven Test Profile in Random Testing.
IEEE Trans. Reliab.
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
2009 — conf
Conformance Testing of Network Simulators Based on Metamorphic Testing Technique.
FMOODS/FORTE
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Shengqiong Wang
2009 C conf
Dynamic Test Profiles in Adaptive Random Testing: A Case Study.
SEKE
Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen
2009 — conf
On the integration of metamorphic testing and model checking.
IADIS AC (2)
Huai Liu, Daoming Wang, Huimin Lin, Tsong Yueh Chen
2008 J jnl
Distributing test cases more evenly in adaptive random testing.
J. Syst. Softw.
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
2008 — conf
Does Adaptive Random Testing Deliver a Higher Confidence than Random Testing?
QSIC
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, W. Eric Wong
2008 J jnl
Enhancing adaptive random testing for programs with high dimensional input domains or failure-unrelated parameters.
Softw. Qual. J.
Fei-Ching Kuo, Tsong Yueh Chen, Huai Liu, Wing Kwong Chan
2007 — conf
Distribution Metric Driven Adaptive Random Testing.
QSIC
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
2007 — conf
Enhancing Adaptive Random Testing through Partitioning by Edge and Centre.
ASWEC
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu
2007 Misc conf
Enhancing adaptive random testing in high dimensional input domains.
SAC
Fei-Ching Kuo, Tsong Yueh Chen, Huai Liu, W. K. Chan
2007 C conf
On Test Case Distributions of Adaptive Random Testing.
SEKE
Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu