Zhiyi Zhang

22 papers C 5Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Efficient adaptive test case selection for DNNs robustness enhancement.
J. Syst. Softw.
Zhiyi Zhang, Huanze Meng, Yuchen Ding, Shuxian Chen, Yongming Yao
2024 C conf
EATS: Efficient Adaptive Test Case Selection for Deep Neural Networks.
QRS
Huanze Meng, Zhiyi Zhang, Yuchen Ding, Shuxian Chen, Yongming Yao
2023 — conf
A Fine-Grained Evaluation of Mutation Operators for Deep Learning Systems: A Selective Mutation Approach.
Internetware
Yichun Wang, Zhiyi Zhang, Yongming Yao, Zhiqiu Huang
2023 C conf
BDGSE: A Symbolic Execution Technique for High MC/DC.
QRS
Huangli Cai, Zhiyi Zhang, Yifan Jian, Dan Li, Zhiqiu Huang
2023 C conf
BTM: Black-Box Testing for DNN Based on Meta-Learning.
QRS
Zhuangyu Zhang, Zhiyi Zhang, Ziyuan Wang, Fang Chen, Zhiqiu Huang
2023 C conf
DeepRank: Test Case Prioritization for Deep Neural Networks.
SEKE
Wei Li, Zhiyi Zhang, Yifan Jian, Chen Liu, Zhiqiu Huang
2023 — conf
Test Generation for Mutation Testing by Symbolic Execution.
QRS Companion
Rui Su, Zhiyi Zhang, Yuqian Zhou, Yongming Yao
2022 — conf
IEMT: Inequality-Based Metamorphic Testing for Autonomous Driving Models.
QRS Companion
Chao Xiong, Zhiyi Zhang, Yuqian Zhou, Chen Liu, Zhiqiu Huang
2022 J jnl
Random or heuristic? An empirical study on path search strategies for test generation in KLEE.
J. Syst. Softw.
Zhiyi Zhang, Ziyuan Wang, Fan Yang, JiaHao Wei, Yuqian Zhou, Zhiqiu Huang
2021 J jnl
DeepBackground: Metamorphic testing for Deep-Learning-driven image recognition systems accompanied by Background-Relevance.
Inf. Softw. Technol.
Zhiyi Zhang, Pu Wang, Hongjing Guo, Ziyuan Wang, Yuqian Zhou, Zhiqiu Huang
2021 — conf
DeepMnist: A method of white box testing based on hierarchy.
QRS Companion
Yunjian Xu, Zhiyi Zhang, Yuqian Zhou, Ziyuan Wang, Zhiqiu Huang
2020 J jnl
A Revisit of Metrics for Test Case Prioritization Problems.
Int. J. Softw. Eng. Knowl. Eng.
Ziyuan Wang, Chunrong Fang, Lin Chen, Zhiyi Zhang
2020 — conf
Test Data Augmentation for Image Recognition Software.
QRS Companion
Pu Wang, Zhiyi Zhang, Yuqian Zhou, Zhiqiu Huang
2020 J jnl
Towards Generating Realistic and High Coverage Test Data for Constraint-Based Fault Injection.
Int. J. Softw. Eng. Knowl. Eng.
Ju Qian, Yan Wang, Fusheng Lin, Changjian Li, Zhiyi Zhang, Xuefeng Yan
2019 — conf
A Logic Pattern of Agents with Emotional Attitudes.
DSA
Chen Liu, Zhiyi Zhang, Yongming Yao, Yonghua Xu
2019 J jnl
How to Effectively Reduce Tens of Millions of Tests: An Industrial Case Study on Adaptive Random Testing.
IEEE Trans. Reliab.
Zhiyi Zhang, Yabin Wang, Ziyuan Wang, Ju Qian
2018 — conf
Beyond spatial and temporal memory safety.
ICSE (Companion Volume)
Zhe Chen, Chuanqi Tao, Zhiyi Zhang, Zhibin Yang
2018 — conf
Generating Realistic Logically Unreasonable Faulty Data for Fault Injection.
COMPSAC (2)
Ju Qian, Fusheng Lin, Changjian Li, Zhiyi Zhang, Zhe Chen
2017 J jnl
An empirical study on constraint optimization techniques for test generation.
Sci. China Inf. Sci.
Zhiyi Zhang, Zhenyu Chen, Ruizhi Gao, W. Eric Wong, Baowen Xu
2015 J jnl
EFSM-Based Test Case Generation: Sequence, Data, and Oracle.
Int. J. Softw. Eng. Knowl. Eng.
Rui Yang, Zhenyu Chen, Zhiyi Zhang, Baowen Xu
2012 C conf
A New Approach to Evaluate Path Feasibility and Coverage Ratio of EFSM Based on Multi-objective Optimization.
SEKE
Rui Yang, Zhenyu Chen, Baowen Xu, Zhiyi Zhang, Wujie Zhou
2011 — conf
Mutation Selection: Some Could be Better than All.
EAST
Zhiyi Zhang, Dongjiang You, Zhenyu Chen, Yuming Zhou, Baowen Xu