An empirical study of fault triggers in deep learning frameworks X Du, Y Sui, Z Liu, J Ai IEEE transactions on dependable and secure computing 20 (4), 2696-2712, 2022 | 16 | 2022 |
LLM-BRC: A large language model-based bug report classification framework X Du, Z Liu, C Li, X Ma, Y Li, X Wang Software Quality Journal, 1-21, 2024 | 6 | 2024 |
Predicting aging-related bugs using network analysis on aging-related dependency networks F Qin, Z Zheng, X Wan, Z Liu, Z Shi IEEE Transactions on Emerging Topics in Computing 11 (3), 566-579, 2023 | 6 | 2023 |
Taxonomy of Aging-related Bugs in Deep Learning Libraries Z Liu, Y Zheng, X Du, Z Hu, W Ding, Y Miao, Z Zheng 2022 IEEE 33rd International Symposium on Software Reliability Engineering …, 2022 | 6 | 2022 |
DRLFailureMonitor: A Dynamic Failure Monitoring Approach for Deep Reinforcement Learning System Y Cai, X Wan, Z Liu, Z Zheng 2024 IEEE 35th International Symposium on Software Reliability Engineering …, 2024 | | 2024 |
Test Method of Flight Control Software based on Input Field Model D Dong, W Hua, Z Liu, Y Fang, Y Hou 2021 8th International Conference on Dependable Systems and Their …, 2021 | | 2021 |