| DeepRoad: GAN-based metamorphic testing and input validation framework for autonomous driving systems M Zhang, Y Zhang, L Zhang, C Liu, S Khurshid Proceedings of the 33rd ACM/IEEE international conference on automated …, 2018 | 761 | 2018 |
| 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 | 744 | 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 | 414* | 2023 |
| Deepfl: Integrating multiple fault diagnosis dimensions for deep fault localization X Li, W Li, Y Zhang, L Zhang Proceedings of the 28th ACM SIGSOFT international symposium on software …, 2019 | 327 | 2019 |
| Automated program repair via conversation: Fixing 162 out of 337 bugs for $0.42 each using ChatGPT CS Xia, L Zhang Proceedings of the 33rd ACM SIGSOFT International Symposium on Software …, 2024 | 303* | 2024 |
| 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 | 245 | 2023 |
| Predictive mutation testing J Zhang, Z Wang, L Zhang, D Hao, L Zang, S Cheng, L Zhang Proceedings of the 25th international symposium on software testing and …, 2016 | 238 | 2016 |
| Magicoder: Empowering code generation with oss-instruct Y Wei, Z Wang, J Liu, Y Ding, L Zhang Forty-first International Conference on Machine Learning, 2024 | 229* | 2024 |
| 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 |
| Bridging the gap between the total and additional test-case prioritization strategies L Zhang, D Hao, L Zhang, G Rothermel, H Mei 2013 35th International Conference on Software Engineering (ICSE), 192-201, 2013 | 219 | 2013 |
| Practical program repair via bytecode mutation A Ghanbari, S Benton, L Zhang Proceedings of the 28th ACM SIGSOFT International Symposium on Software …, 2019 | 207 | 2019 |
| A static approach to prioritizing junit test cases H Mei, D Hao, L Zhang, L Zhang, J Zhou, G Rothermel IEEE transactions on software engineering 38 (6), 1258-1275, 2012 | 194 | 2012 |
| Starcoder 2 and the stack v2: The next generation A Lozhkov, R Li, LB Allal, F Cassano, J Lamy-Poirier, N Tazi, A Tang, ... arXiv preprint arXiv:2402.19173, 2024 | 191 | 2024 |
| Fuzz4All: Universal Fuzzing with Large Language Models CS Xia, M Paltenghi, J Le Tian, M Pradel, L Zhang Proceedings of the 46th International Conference on Software Engineering …, 2024 | 168* | 2024 |
| Deepbillboard: Systematic physical-world testing of autonomous driving systems H Zhou, W Li, Z Kong, J Guo, Y Zhang, B Yu, L Zhang, C Liu Proceedings of the ACM/IEEE 42nd International Conference on Software …, 2020 | 166 | 2020 |
| An information retrieval approach for regression test prioritization based on program changes RK Saha, L Zhang, S Khurshid, DE Perry 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering 1 …, 2015 | 166 | 2015 |
| An extensive study of static regression test selection in modern software evolution O Legunsen, F Hariri, A Shi, Y Lu, L Zhang, D Marinov Proceedings of the 2016 24th ACM SIGSOFT International Symposium on …, 2016 | 163 | 2016 |
| Boosting spectrum-based fault localization using pagerank M Zhang, X Li, L Zhang, S Khurshid Proceedings of the 26th ACM SIGSOFT international symposium on software …, 2017 | 155 | 2017 |
| 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 |
| Test generation via dynamic symbolic execution for mutation testing L Zhang, T Xie, L Zhang, N Tillmann, J De Halleux, H Mei 2010 IEEE international conference on software maintenance, 1-10, 2010 | 147 | 2010 |
Lu ZhangPeking UniversityAdresse e-mail validée de sei.pku.edu.cn