| 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 | 107 | 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 | 56 | 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 | 32 | 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 | 7 | 2023 |
| 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 | 6 | 2024 |
| 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 |
| 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 | 3 | 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 | 1 | 2024 |
| From Effectiveness to Efficiency: Comparative Evaluation of Code Generated by LCGMs for Bilingual Programming Questions W Jiang, X Gao, J Zhai, S Ma, X Zhang, C Shen arXiv preprint arXiv:2406.00602, 2024 | 1 | 2024 |
| Dream: Debugging and repairing automl pipelines X Zhang, J Zhai, S Ma, X Guan, C Shen ACM Transactions on Software Engineering and Methodology, 2024 | 1 | 2024 |
| Unveiling Provider Bias in Large Language Models for Code Generation X Zhang, J Zhai, S Ma, Q Bao, W Jiang, C Shen, Y Liu arXiv preprint arXiv:2501.07849, 2025 | | 2025 |
| Speculative Coreset Selection for Task-Specific Fine-tuning X Zhang, J Zhai, S Ma, C Shen, T Li, W Jiang, Y Liu arXiv preprint arXiv:2410.01296, 2024 | | 2024 |
| Efficient DNN-Powered Software with Fair Sparse Models X Gao, W Jiang, J Zhai, S Ma, X Zhang, C Shen Proceedings of the 33rd ACM SIGSOFT International Symposium on Software …, 2024 | | 2024 |
| 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 |
| CITADEL: Context Similarity Based Deep Learning Framework Bug Finding X Zhang, J Zhai, S Ma, S Wang, C Shen arXiv preprint arXiv:2406.12196, 2024 | | 2024 |
Chao ShenChair Professor, Xi'an Jiaotong UniversityVerified email at cmu.edu
