Large language models are zero-shot fuzzers: Fuzzing deep-learning libraries via large language models Y Deng, CS Xia, H Peng, C Yang, L Zhang Proceedings of the 32nd ACM SIGSOFT international symposium on software …, 2023 | 99 | 2023 |
Free lunch for testing: Fuzzing deep-learning libraries from open source A Wei, Y Deng, C Yang, L Zhang Proceedings of the 44th International Conference on Software Engineering …, 2022 | 61 | 2022 |
Large language models are edge-case generators: Crafting unusual programs for fuzzing deep learning libraries Y Deng, CS Xia, C Yang, SD Zhang, S Yang, L Zhang Proceedings of the 46th IEEE/ACM International Conference on Software …, 2024 | 57* | 2024 |
Fuzzing deep-learning libraries via automated relational api inference Y Deng, C Yang, A Wei, L Zhang Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 38 | 2022 |
Fuzzing Automatic Differentiation in Deep-Learning Libraries C Yang, Y Deng, J Yao, Y Tu, H Li, L Zhang 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), 2023 | 19 | 2023 |
White-box compiler fuzzing empowered by large language models C Yang, Y Deng, R Lu, J Yao, J Liu, R Jabbarvand, L Zhang arXiv preprint arXiv:2310.15991, 2023 | 10 | 2023 |
KernelGPT: Enhanced Kernel Fuzzing via Large Language Models C Yang, Z Zhao, L Zhang arXiv preprint arXiv:2401.00563, 2023 | 2 | 2023 |