Huai Liu

According to our database, Huai Liu authored at least 86 papers between 2007 and 2024.

Collaborative distances:

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

2024

DFuzzer: Diversity-Driven Seed Queue Construction of Fuzzing for Deep Learning Models.

Hepeng Dai, Chang-Ai Sun, Huai Liu, Xiangyu Zhang

IEEE Trans. Reliab., June, 2024

Test Data Generation for Mutation Testing Based on Markov Chain Usage Model and Estimation of Distribution Algorithm.

Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu

IEEE Trans. Software Eng., March, 2024

An Interleaving Guided Metamorphic Testing Approach for Concurrent Programs.

Chang-Ai Sun, Hepeng Dai, Ning Geng, Huai Liu, Tsong Yueh Chen, Peng Wu, Yan Cai, Jinqiu Wang

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

Set evolution based test data generation for killing stubborn mutants.

Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu, Xiangying Dang

J. Syst. Softw., 2024

Metamorphic Relation Generation: State of the Art and Visions for Future Research.

Rui Li, Huai Liu, Pak-Lok Poon, Dave Towey, Chang-Ai Sun, Zheng Zheng, Zhi Quan Zhou, Tsong Yueh Chen

CoRR, 2024

MT4SC: A User-Behavior-Sequence-Aware Metamorphic Testing Approach for Smart Contracts.

Yuan-rui Ji, Chang-Ai Sun, Xin-hui Zheng, Huai Liu

Proceedings of the IEEE International Conference on Web Services, 2024

2023

User story clustering in agile development: a framework and an empirical study.

Bo Yang, Xiuyin Ma, Chunhui Wang, Haoran Guo, Huai Liu, Zhi Jin

Frontiers Comput. Sci., December, 2023

A Declarative Metamorphic Testing Framework for Autonomous Driving.

Yao Deng, James Xi Zheng, Tianyi Zhang, Huai Liu, Guannan Lou, Miryung Kim, Tsong Yueh Chen

IEEE Trans. Software Eng., April, 2023

Evaluation and assessment of machine learning based user story grouping: A framework and empirical studies.

Bo Yang, Haoran Guo, Huai Liu

Sci. Comput. Program., April, 2023

Feedback-Directed Metamorphic Testing.

Chang-Ai Sun, Hepeng Dai, Huai Liu, Tsong Yueh Chen

ACM Trans. Softw. Eng. Methodol., January, 2023

Can ChatGPT advance software testing intelligence? An experience report on metamorphic testing.

Quang-Hung Luu, Huai Liu, Tsong Yueh Chen

CoRR, 2023

RFLSem: A Lightweight Model for Textual Sentiment Analysis.

Bo Yang, Jiayi Dang, Huai Liu, Zhi Jin

Proceedings of the Knowledge Science, Engineering and Management, 2023

A Trace-Log-Clusterings-Based Fault Localization Approach to Microservice Systems.

Chang-Ai Sun, Tao Zeng, Wanqing Zuo, Huai Liu

Proceedings of the IEEE International Conference on Web Services, 2023

A Metamorphic Testing Framework and Toolkit for Modular Automated Driving Systems.

Riley Underwood, Quang-Hung Luu, Huai Liu

Proceedings of the 8th IEEE/ACM International Workshop on Metamorphic Testing, 2023

2022

Enhancement of Mutation Testing via Fuzzy Clustering and Multi-Population Genetic Algorithm.

Xiangying Dang, Dunwei Gong, Xiangjuan Yao, Tian Tian, Huai Liu

IEEE Trans. Software Eng., 2022

Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks.

Zhehao Zhao, Bo Yang, Ge Li, Huai Liu, Zhi Jin

J. Syst. Softw., 2022

Path-directed source test case generation and prioritization in metamorphic testing.

Chang-Ai Sun, Baoli Liu, An Fu, Yiqiang Liu, Huai Liu

J. Syst. Softw., 2022

A Sequential Metamorphic Testing Framework for Understanding Automated Driving Systems.

Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu

CoRR, 2022

DeepController: Feedback-Directed Fuzzing for Deep Learning Systems.

Hepeng Dai, Chang-Ai Sun, Huai Liu

Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

Testing Ocean Software with Metamorphic Testing.

Quang-Hung Luu, Huai Liu, Tsong Yueh Chen, Hai L. Vu

Proceedings of the IEEE/ACM 7th International Workshop on Metamorphic Testing, 2022

2021

METRIC$^{+}$+: A Metamorphic Relation Identification Technique Based on Input Plus Output Domains.

Chang-Ai Sun, An Fu, Pak-Lok Poon, Xiaoyuan Xie, Huai Liu, Tsong Yueh Chen

IEEE Trans. Software Eng., 2021

Spectral clustering based mutant reduction for mutation testing.

Changqing Wei, Xiangjuan Yao, Dunwei Gong, Huai Liu

Inf. Softw. Technol., 2021

Software debugging analysis based on developer behavior data.

Bo Yang, Qian Yu, Huai Liu, Yuze He, Chao Liu

Frontiers Comput. Sci., 2021

Metamorphic Testing on Multi-module UAV Systems.

Rui Li, Huai Liu, Guannan Lou, James Xi Zheng, Xiao Liu, Tsong Yueh Chen

Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

BMT: Behavior Driven Development-based Metamorphic Testing for Autonomous Driving Models.

Yao Deng, Guannan Lou, James Xi Zheng, Tianyi Zhang, Miryung Kim, Huai Liu, Chen Wang, Tsong Yueh Chen

Proceedings of the 6th IEEE/ACM International Workshop on Metamorphic Testing, 2021

Performance Analysis of Open-Source Hypervisors for Automotive Systems.

Zhengjun Zhang, Yanqiang Liu, Jiangtao Chen, Zhengwei Qi, Yifeng Zhang, Huai Liu

Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

2020

RMT: Rule-based Metamorphic Testing for Autonomous Driving Models.

Yao Deng, Xi Zheng, Tianyi Zhang, Guannan Lou, Huai Liu, Miryung Kim

CoRR, 2020

A Lightweight Fault Localization Approach based on XGBoost.

Bo Yang, Yuze He, Huai Liu, Yixin Chen, Zhi Jin

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

FengHuoLun: A Federated Learning based Edge Computing Platform for Cyber-Physical Systems.

Chong Zhang, Xiao Liu, Xi Zheng, Rui Li, Huai Liu

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

TDD4Fog: A Test-Driven Software Development Platform for Fog Computing Systems.

Rui Li, Xiao Liu, Xi Zheng, Chong Zhang, Huai Liu

Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019

Adaptive Partition Testing.

Chang-Ai Sun, Hepeng Dai, Huai Liu, Tsong Yueh Chen, Kai-Yuan Cai

IEEE Trans. Computers, 2019

Genetic algorithm based test data generation for MPI parallel programs with blocking communication.

Tian Tian, Dunwei Gong, Fei-Ching Kuo, Huai Liu

J. Syst. Softw., 2019

Cognitive modelling of Chinese herbal medicine's effect on breast cancer.

Daniel Lee, Hong Xu, Huai Liu, Yuan Miao

Health Inf. Sci. Syst., 2019

Verification of Microservices Using Metamorphic Testing.

Gang Luo, Xi Zheng, Huai Liu, Rongbin Xu, Dinesh Nagumothu, Ranjith Janapareddi, Er Zhuang, Xiao Liu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2019

2018

Automated Testing of WS-BPEL Service Compositions: A Scenario-Oriented Approach.

Chang-Ai Sun, Yan Zhao, Lin Pan, Huai Liu, Tsong Yueh Chen

IEEE Trans. Serv. Comput., 2018

Fault localisation for WS-BPEL programs based on predicate switching and program slicing.

Chang-Ai Sun, Yufeng Ran, Caiyun Zheng, Huai Liu, Dave Towey, Xiangyu Zhang

J. Syst. Softw., 2018

Metamorphic Testing: A Review of Challenges and Opportunities.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Pak-Lok Poon, Dave Towey, T. H. Tse, Zhi Quan Zhou

ACM Comput. Surv., 2018

Decision Making for Traditional Chinese Medicine Based on Fuzzy Cognitive Map.

Daniel Lee, Huai Liu, Jia Rong, Hong Xu, Yuan Miao

Proceedings of the Health Information Science - 7th International Conference, 2018

A Lightweight Program Dependence Based Approach to Concurrent Mutation Analysis.

Chang-Ai Sun, Jingting Jia, Huai Liu, Xiangyu Zhang

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

Monitoring Informed Testing for IoT.

Ahmed Abdullah, Heinz W. Schmidt, Maria Spichkova, Huai Liu

Proceedings of the 25th Australasian Software Engineering Conference, 2018

2017

Error Trapping and Metamorphic Testing for Spreadsheet Failure Detection.

Pak-Lok Poon, Huai Liu, Tsong Yueh Chen

J. Organ. End User Comput., 2017

A path-aware approach to mutant reduction in mutation testing.

Chang-Ai Sun, Feifei Xue, Huai Liu, Xiangyu Zhang

Inf. Softw. Technol., 2017

An Empirical Study on Mutation Testing of WS-BPEL Programs.

Chang-Ai Sun, Lin Pan, Qiaoling Wang, Huai Liu, Xiangyu Zhang

Comput. J., 2017

Spatio-Temporal Aware Testing for Complex Systems.

Huai Liu, Jan Olaf Blech, Matt Duckham, Heinz W. Schmidt

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

d(mu)Reg: A Path-Aware Mutation Analysis Guided Approach to Regression Testing.

Chang-Ai Sun, Cuiyang Fan, Zhen Wang, Huai Liu

Proceedings of the 12th IEEE/ACM International Workshop on Automation of Software Testing, 2017

Scalable Architecture for Personalized Healthcare Service Recommendation Using Big Data Lake.

Sarathkumar Rangarajan, Huai Liu, Hua Wang, Chuan-Long Wang

Proceedings of the Service Research and Innovation - 5th and 6th Australasian Symposium, 2017

2016

Randomized Quasi-Random Testing.

Huai Liu, Tsong Yueh Chen

IEEE Trans. Computers, 2016

A Cost-Effective Random Testing Method for Programs with Non-Numeric Inputs.

Arlinta Christy Barus, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Robert G. Merkel, Gregg Rothermel

IEEE Trans. Computers, 2016

Metamorphic testing: A new student engagement approach for a new software testing paradigm.

Dave Towey, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Zhi Quan Zhou

Proceedings of the IEEE International Conference on Teaching, 2016

The impact of source test case selection on the effectiveness of metamorphic testing.

Arlinta Christy Barus, Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Heinz W. Schmidt

Proceedings of the 1st International Workshop on Metamorphic Testing, 2016

Test Case Prioritization Using Online Fault Detection Information.

Mohsen Laali, Huai Liu, Margaret Hamilton, Maria Spichkova, Heinz W. Schmidt

Proceedings of the Reliable Software Technologies - Ada-Europe 2016, 2016

2015

Enhancing mirror adaptive random testing through dynamic partitioning.

Rubing Huang, Huai Liu, Xiaodong Xie, Jinfu Chen

Inf. Softw. Technol., 2015

Human Factors in Software Reliability Engineering.

Maria Spichkova, Huai Liu, Mohsen Laali, Heinz W. Schmidt

CoRR, 2015

Evaluating and Comparing Fault-Based Testing Strategies for General Boolean Specifications: A Series of Experiments.

Chang-Ai Sun, Yimeng Zai, Huai Liu

Comput. J., 2015

Poster: Enhancing Partition Testing through Output Variation.

Huai Liu, Pak-Lok Poon, Tsong Yueh Chen

Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Towards Quality-Oriented Architecture: Integration in a Global Context.

Maria Spichkova, Huai Liu, Heinz W. Schmidt

Proceedings of the 2015 European Conference on Software Architecture Workshops, 2015

Efficient Testing based on Logical Architecture.

Huai Liu, Maria Spichkova, Heinz W. Schmidt, Andreas Ulrich, Horst Sauer, Jan Wieghardt

Proceedings of the 24th Australasian Software Engineering Conference, 2015

Spatio-Temporal Architecture-Based Framework for Testing Services in the Cloud.

Huai Liu, Maria Spichkova, Heinz W. Schmidt, Timos K. Sellis, Matt Duckham

Proceedings of the 24th Australasian Software Engineering Conference, 2015

2014

How Effectively Does Metamorphic Testing Alleviate the Oracle Problem?

Huai Liu, Fei-Ching Kuo, Dave Towey, Tsong Yueh Chen

IEEE Trans. Software Eng., 2014

How can non-technical end users effectively test their spreadsheets?

Pak-Lok Poon, Fei-Ching Kuo, Huai Liu, Tsong Yueh Chen

Inf. Technol. People, 2014

An Application of Adaptive Random Sequence in Test Case Prioritization.

Xiaofang Zhang, Tsong Yueh Chen, Huai Liu

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

Metamorphic fault tolerance: an automated and systematic methodology for fault tolerance in the absence of test oracle.

Huai Liu, Iman I. Yusuf, Heinz W. Schmidt, Tsong Yueh Chen

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

2013

Code Coverage of Adaptive Random Testing.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, W. Eric Wong

IEEE Trans. Reliab., 2013

2012

Comparison of adaptive random testing and random testing under various testing and debugging scenarios.

Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen

Softw. Pract. Exp., 2012

A Metamorphic Relation-Based Approach to Testing Web Services Without Oracles.

Chang-Ai Sun, Guan Wang, Baohong Mu, Huai Liu, ZhaoShun Wang, Tsong Yueh Chen

Int. J. Web Serv. Res., 2012

A New Method for Constructing Metamorphic Relations.

Huai Liu, Xuan Liu, Tsong Yueh Chen

Proceedings of the 2012 12th International Conference on Quality Software, 2012

2011

Adaptive random testing through test profiles.

Huai Liu, Xiaodong Xie, Jing Yang, Yansheng Lu, Tsong Yueh Chen

Softw. Pract. Exp., 2011

On Testing Effectiveness of Metamorphic Relations: A Case Study.

Mahmuda Asrafi, Huai Liu, Fei-Ching Kuo

Proceedings of the Fifth International Conference on Secure Software Integration and Reliability Improvement, 2011

Metamorphic Testing for Web Services: Framework and a Case Study.

Chang-Ai Sun, Guan Wang, Baohong Mu, Huai Liu, ZhaoShun Wang, Tsong Yueh Chen

Proceedings of the IEEE International Conference on Web Services, 2011

2010

Adaptive Random Testing by Exclusion through Test Profile.

Huai Liu, Xiaodong Xie, Jing Yang, Yansheng Lu, Tsong Yueh Chen

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

Optimal Control Algorithm of Nonlinear State-Delay System.

Ji Sun, Huai Liu

Proceedings of the Information Computing and Applications - International Conference, 2010

Teaching an End-User Testing Methodology.

Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen

Proceedings of the Proceedings 23rd IEEE Conference on Software Engineering Education and Training, 2010

2009

Application of a Failure Driven Test Profile in Random Testing.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu

IEEE Trans. Reliab., 2009

Adaptive random testing based on distribution metrics.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu

J. Syst. Softw., 2009

An innovative approach for testing bioinformatics programs using metamorphic testing.

Tsong Yueh Chen, Joshua Wing Kei Ho, Huai Liu, Xiaoyuan Xie

BMC Bioinform., 2009

Dynamic Test Profiles in Adaptive Random Testing: A Case Study.

Huai Liu, Fei-Ching Kuo, Tsong Yueh Chen

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

An Innovative Approach to Randomising Quasi-random Sequences and Its Application into Software Testing.

Huai Liu, Tsong Yueh Chen

Proceedings of the Ninth International Conference on Quality Software, 2009

On the integration of metamorphic testing and model checking.

Huai Liu, Daoming Wang, Huimin Lin, Tsong Yueh Chen

Proceedings of the IADIS International Conference Applied Computing 2009, 2009

Conformance Testing of Network Simulators Based on Metamorphic Testing Technique.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, Shengqiong Wang

Proceedings of the Formal Techniques for Distributed Systems, 2009

2008

Enhancing adaptive random testing for programs with high dimensional input domains or failure-unrelated parameters.

Fei-Ching Kuo, Tsong Yueh Chen, Huai Liu, Wing Kwong Chan

Softw. Qual. J., 2008

Distributing test cases more evenly in adaptive random testing.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu

J. Syst. Softw., 2008

Does Adaptive Random Testing Deliver a Higher Confidence than Random Testing?

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu, W. Eric Wong

Proceedings of the Eighth International Conference on Quality Software, 2008

2007

On Test Case Distributions of Adaptive Random Testing.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu

Proceedings of the Nineteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2007), 2007

Enhancing adaptive random testing in high dimensional input domains.

Fei-Ching Kuo, Tsong Yueh Chen, Huai Liu, W. K. Chan

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007

Distribution Metric Driven Adaptive Random Testing.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu

Proceedings of the Seventh International Conference on Quality Software (QSIC 2007), 2007

Enhancing Adaptive Random Testing through Partitioning by Edge and Centre.

Tsong Yueh Chen, Fei-Ching Kuo, Huai Liu

Proceedings of the 18th Australian Software Engineering Conference (ASWEC 2007), 2007