Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation J Liu, CS Xia, Y Wang, L Zhang Advances in Neural Information Processing Systems 36, 2024 | 746 | 2024 |
Automated program repair in the era of large pre-trained language models CS Xia, Y Wei, L Zhang 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 367* | 2023 |
Keep the Conversation Going: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT CS Xia, L Zhang arXiv preprint arXiv:2304.00385, 2023 | 303* | 2023 |
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 | 246 | 2023 |
Less training, more repairing please: revisiting automated program repair via zero-shot learning CS Xia, L Zhang Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 223 | 2022 |
Fuzz4all: Universal fuzzing with large language models CS Xia, M Paltenghi, J Le Tian, M Pradel, L Zhang Proceedings of the IEEE/ACM 46th International Conference on Software …, 2024 | 169* | 2024 |
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 | 154* | 2024 |
Copiloting the copilots: Fusing large language models with completion engines for automated program repair Y Wei, CS Xia, L Zhang Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 109 | 2023 |
The Plastic Surgery Hypothesis in the Era of Large Language Models CS Xia, Y Ding, L Zhang 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 50* | 2023 |
Agentless: Demystifying llm-based software engineering agents CS Xia, Y Deng, S Dunn, L Zhang arXiv preprint arXiv:2407.01489, 2024 | 45 | 2024 |
A large scale study of user behavior, expectations and engagement with android permissions W Cao, C Xia, ST Peddinti, D Lie, N Taft, LM Austin 30th USENIX Security Symposium (USENIX Security 21), 803-820, 2021 | 38 | 2021 |
The EH model: Early design space exploration of intermittent processor architectures J San Miguel, K Ganesan, M Badr, C Xia, R Li, H Hsiao, NE Jerger 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture …, 2018 | 37 | 2018 |
A unified debugging approach via llm-based multi-agent synergy C Lee, CS Xia, L Yang, J Huang, Z Zhu, L Zhang, MR Lyu arXiv preprint arXiv:2404.17153, 2024 | 17 | 2024 |
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 | 15 | 2024 |
Balancing effectiveness and flakiness of non-deterministic machine learning tests CS Xia, S Dutta, S Misailovic, D Marinov, L Zhang 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 6 | 2023 |
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? Y Deng, CS Xia, Z Cao, M Li, L ZHANG The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | | |