| 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 | 91 | 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 | 58 | 2022 |
| Large language models are edge-case fuzzers: Testing deep learning libraries via fuzzgpt Y Deng, CS Xia, C Yang, SD Zhang, S Yang, L Zhang arXiv preprint arXiv:2304.02014, 2023 | 42 | 2023 |
| 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 | 36 | 2022 |
| Coverage-guided tensor compiler fuzzing with joint ir-pass mutation J Liu, Y Wei, S Yang, Y Deng, L Zhang Proceedings of the ACM on Programming Languages 6 (OOPSLA1), 1-26, 2022 | 26 | 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 | 18 | 2023 |
| 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 | 11 | 2024 |
| 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 | 9 | 2023 |
| Free Lunch for Testing: Fuzzing Deep-Learning Libraries from Open Source. In 2022 IEEE/ACM 44th International Conference on Software Engineering (ICSE). 995–1007 A Wei, Y Deng, C Yang, L Zhang Google Scholar Google Scholar Digital Library Digital Library, 2022 | 6 | 2022 |
| Top Leaderboard Ranking= Top Coding Proficiency, Always? EvoEval: Evolving Coding Benchmarks via LLM CS Xia, Y Deng, L Zhang arXiv preprint arXiv:2403.19114, 2024 | 1 | 2024 |
| NExT: Teaching Large Language Models to Reason about Code Execution A Ni, M Allamanis, A Cohan, Y Deng, K Shi, C Sutton, P Yin arXiv preprint arXiv:2404.14662, 2024 | | 2024 |
