| 2025 | QRS | A Simulation Test Platform for Visual Recognition Systems and Its Application. | Xi Huang, Fei Deng, Hao Zhang, Siyou Ma, Xiang Jing |
| 2025 | QRS | Data Poisoning Risk Identification Method based on Preprocessing Decision Difference. | Tao Xiao, Xi Huang, Fei Deng, Siyou Ma, Chi Hu |
| 2025 | QRS | A Frame Data Generation Method for Test Execution. | Wei Zou, Tao Xiao, Siyou Ma, Fei Deng, Lianzhi Qi |
| 2024 | QRS | A SSCPS safety assessment method based on mission risk. | Yafeng Shen, Lianzhi Qi, Shiyong Li, Siyou Ma, Fei Deng |
| 2024 | QRS | A Data Constraint Analysis Method for Full-Digital Simulation Test. | Shasha Wu, Shiyong Li, Yanhong Peng, Siyou Ma, Fei Deng |
| 2021 | QRS | Software Test Data Reuse Based on Domain Ontology Construction. | Chi Hu, Siyou Ma, Wansheng Yang, Zhe Sun, Fei Deng, Yonghui Yang |
| 2021 | QRS | Combinational Metamorphic Testing for Deep Learning based Target Detection CPS Systems. | Siyou Ma, Chi Hu, Fei Deng, Yuyao Zhou, Xiaohu Shang, Linbo Wu, Wei Zou, Chunlei Li, Wansheng Yang, Hao Zhang, Fei Ren |
| 2021 | QRS | ADVRET: An Adversarial Robustness Evaluating and Testing Platform for Deep Learning Models. | Fei Ren, Yonghui Yang, Chi Hu, Yuyao Zhou, Siyou Ma |
| 2021 | QRS | Test Case Reuse Based on Software Testing Knowledge Graph and Collaborative Filtering Recommendation Algorithm. | Wansheng Yang, Fei Deng, Siyou Ma, Linbo Wu, Zhe Sun, Chi Hu |
| 2019 | QRS | Study on Hybrid Collaborative Simulation Testing Method Towards CPS. | Siyou Ma, Feng Gao, Yunqiang Yan |
| 2018 | QRS | Simulation Testing of Fault-Tolerant CPS Based on Hierarchical Adaptive Policies. | Siyou Ma, Yunqiang Yan |
| 2018 | QRS | Collaborative Simulation Testing with State Behavior Tree. | Yunqiang Yan, Siyou Ma |