Kun Qiu

16 papers A 1C 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
MT-Boost: A metamorphic-testing based training method for enhancing the robustness of deep neural network classifiers.
Inf. Softw. Technol.
Kun Qiu, Yu Zhou, Pak-Lok Poon, Tsong Yueh Chen
2025 J jnl
Evaluating the effectiveness of neuron coverage metrics: a metamorphic-testing approach.
Softw. Qual. J.
Zenghui Zhou, Pak-Lok Poon, Tsong Yueh Chen, Kun Qiu, Qinghua Zhao, Zheng Zheng
2024 J jnl
Adjusted Trust Score: A Novel Approach for Estimating the Trustworthiness of Software Defect Prediction Models.
IEEE Trans. Reliab.
Xiaohui Wan, Zheng Zheng, Fangyun Qin, Xuhui Lu, Kun Qiu
2024 J jnl
Improving the validation of multiple-object detection using a complex-network-community-based relevance metric.
Knowl. Based Syst.
Kun Qiu, Pak-Lok Poon, Shijun Zhao, Dave Towey, Lanlin Yu
2024 — conf
Using Metamorphic Relations to Improve Accuracy and Robustness of Deep Neural Networks.
MET@ISSTA
Kun Qiu, Yu Zhou, Pak-Lok Poon
2022 J jnl
Theoretical and Empirical Analyses of the Effectiveness of Metamorphic Relation Composition.
IEEE Trans. Software Eng.
Kun Qiu, Zheng Zheng, Tsong Yueh Chen, Pak-Lok Poon
2021 J jnl
Availability Analysis of Systems Deploying Sequences of Environmental-Diversity-Based Recovery Methods.
IEEE Trans. Reliab.
Kun Qiu, Zheng Zheng, Kishor S. Trivedi, Ivan Mura
2021 — conf
Follow-up Test Cases are Better Than Source Test Cases in Metamorphic Testing: A Preliminary Study.
MET@ICSE
Zenghui Zhou, Zheng Zheng, Tsong Yueh Chen, Jinyi Zhou, Kun Qiu
2021 J jnl
Use of Metamorphic Relations as Knowledge Carriers to Train Deep Neural Networks.
CoRR
Tsong Yueh Chen, Pak-Lok Poon, Kun Qiu, Zheng Zheng, Jinyi Zhou
2020 J jnl
Markov Regenerative Models of WebServers for Their User-Perceived Availability and Bottlenecks.
IEEE Trans. Dependable Secur. Comput.
Zheng Zheng, Kishor S. Trivedi, Nan Wang, Kun Qiu
2020 J jnl
Stress Testing With Influencing Factors to Accelerate Data Race Software Failures.
IEEE Trans. Reliab.
Kun Qiu, Zheng Zheng, Kishor S. Trivedi, Beibei Yin
2020 — conf
Using Metamorphic Testing to Evaluate DNN Coverage Criteria.
ISSRE Workshops
Jinyi Zhou, Kun Qiu, Zheng Zheng, Tsong Yueh Chen, Pak-Lok Poon
2019 C conf
Testing Graph Searching Based Path Planning Algorithms by Metamorphic Testing.
PRDC
Jiantao Zhang, Zheng Zheng, Beibei Yin, Kun Qiu, Yang Liu
2017 J jnl
Semi-Markov Models of Composite Web Services for their Performance, Reliability and Bottlenecks.
IEEE Trans. Serv. Comput.
Zheng Zheng, Kishor S. Trivedi, Kun Qiu, Ruofan Xia
2017 — conf
Testing Proportional-Integral-Derivative (PID) Controller with Metamorphic Testing.
ISSRE Workshops
Kun Qiu, Zheng Zheng, Tsong Yueh Chen
2017 A conf
Understanding the Impacts of Influencing Factors on Time to a DataRace Software Failure.
ISSRE
Kun Qiu, Zheng Zheng, Kishor S. Trivedi, Bei-Bei Yin