| Audee: Automated testing for deep learning frameworks Q Guo, X Xie, Y Li, X Zhang, Y Liu, X Li, C Shen Proceedings of the 35th IEEE/ACM international conference on automated …, 2020 | 87 | 2020 |
| Autotrainer: An automatic dnn training problem detection and repair system X Zhang, J Zhai, S Ma, C Shen 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021 | 42 | 2021 |
| A mutation-based method for multi-modal jailbreaking attack detection X Zhang, C Zhang, T Li, Y Huang, X Jia, X Xie, Y Liu, C Shen arXiv preprint arXiv:2312.10766, 2023 | 16 | 2023 |
| Seed selection for testing deep neural networks Y Zhi, X Xie, C Shen, J Sun, X Zhang, X Guan ACM Transactions on Software Engineering and Methodology 33 (1), 1-33, 2023 | 4 | 2023 |
| Testing and Repairing machine learning model Security XY Zhang, C Shen, CH Lin, Q Li, Q Wang, Q Li, XH Guan Acta Electronica Sinica 12, 2884-2918, 2022 | 4 | 2022 |
| Your Large Language Model is Secretly a Fairness Proponent and You Should Prompt it Like One T Li, X Zhang, C Du, T Pang, Q Liu, Q Guo, C Shen, Y Liu arXiv preprint arXiv:2402.12150, 2024 | 2 | 2024 |
| DREAM: Debugging and Repairing AutoML Pipelines X Zhang, J Zhai, S Ma, C Shen arXiv preprint arXiv:2401.00379, 2023 | 1 | 2023 |
| 面向机器学习模型安全的测试与修复 张笑宇， 沈超， 蔺琛皓， 李前， 王骞， 李琦， 管晓宏 电子学报 50 (12), 2884-2918, 2022 | 1 | 2022 |
| An Automated Monitoring and Repairing System for DNN Training X Zhang, C Shen, S Ma, J Zhai, C Lin IEEE Transactions on Dependable and Secure Computing, 2024 | | 2024 |
| COSTELLO: Contrastive Testing for Embedding-Based Large Language Model as a Service Embeddings W Jiang, J Zhai, S Ma, X Zhang, C Shen Proceedings of the ACM on Software Engineering 1 (FSE), 906-928, 2024 | | 2024 |
| Efficient DNN-Powered Software with Fair Sparse Models X Gao, W Jiang, J Zhai, S Ma, X Zhang, C Shen arXiv preprint arXiv:2407.02805, 2024 | | 2024 |
| A Survey of Deep Learning Library Testing Methods X Zhang, W Jiang, C Shen, Q Li, Q Wang, C Lin, X Guan arXiv preprint arXiv:2404.17871, 2024 | | 2024 |
