| Codereval: A benchmark of pragmatic code generation with generative pre-trained models H Yu, B Shen, D Ran, J Zhang, Q Zhang, Y Ma, G Liang, Y Li, Q Wang, ... Proceedings of the 46th IEEE/ACM International Conference on Software …, 2024 | 296 | 2024 |
| Exploring and evaluating hallucinations in llm-powered code generation F Liu, Y Liu, L Shi, H Huang, R Wang, Z Yang, L Zhang, Z Li, Y Ma arXiv preprint arXiv:2404.00971, 2024 | 279 | 2024 |
| Llm hallucinations in practical code generation: Phenomena, mechanism, and mitigation Z Zhang, C Wang, Y Wang, E Shi, Y Ma, W Zhong, J Chen, M Mao, ... Proceedings of the ACM on Software Engineering 2 (ISSTA), 481-503, 2025 | 109 | 2025 |
| Pangu-coder: Program synthesis with function-level language modeling F Christopoulou, G Lampouras, M Gritta, G Zhang, Y Guo, Z Li, Q Zhang, ... arXiv preprint arXiv:2207.11280, 2022 | 91 | 2022 |
| ArchRAG: Attributed Community-based Hierarchical Retrieval-Augmented Generation S Wang, Y Fang, Y Zhou, X Liu, Y Ma arXiv preprint arXiv:2502.09891, 2025 | 72 | 2025 |
| Rlcoder: Reinforcement learning for repository-level code completion Y Wang, Y Wang, D Guo, J Chen, R Zhang, Y Ma, Z Zheng arXiv preprint arXiv:2407.19487, 2024 | 67 | 2024 |
| Deep learning or classical machine learning? an empirical study on log-based anomaly detection B Yu, J Yao, Q Fu, Z Zhong, H Xie, Y Wu, Y Ma, P He Proceedings of the 46th IEEE/ACM international conference on software …, 2024 | 55 | 2024 |
| Agents in software engineering: Survey, landscape, and vision Y Wang, W Zhong, Y Huang, E Shi, M Yang, J Chen, H Li, Y Ma, Q Wang, ... Automated Software Engineering 32 (2), 70, 2025 | 53 | 2025 |
| Beyond functional correctness: Investigating coding style inconsistencies in large language models Y Wang, T Jiang, M Liu, J Chen, M Mao, X Liu, Y Ma, Z Zheng Proceedings of the ACM on Software Engineering 2 (FSE), 690-712, 2025 | 32 | 2025 |
| When to stop? towards efficient code generation in llms with excess token prevention L Guo, Y Wang, E Shi, W Zhong, H Zhang, J Chen, R Zhang, Y Ma, ... Proceedings of the 33rd ACM SIGSOFT International Symposium on Software …, 2024 | 32 | 2024 |
| Repotransbench: A real-world benchmark for repository-level code translation Y Wang, Y Wang, S Wang, D Guo, J Chen, J Grundy, X Liu, Y Ma, M Mao, ... arXiv preprint arXiv:2412.17744, 2024 | 27 | 2024 |
| A meta-feature based unified framework for both cold-start and warm-start explainable recommendations N Yang, Y Ma, L Chen, PS Yu World Wide Web 23 (1), 241-265, 2020 | 21 | 2020 |
| MRCA: Metric-level root cause analysis for microservices via multi-modal data Y Wang, Z Zhu, Q Fu, Y Ma, P He Proceedings of the 39th IEEE/ACM International Conference on Automated …, 2024 | 16 | 2024 |
| Omnigirl: A multilingual and multimodal benchmark for github issue resolution L Guo, W Tao, R Jiang, Y Wang, J Chen, X Liu, Y Ma, M Mao, H Zhang, ... Proceedings of the ACM on Software Engineering 2 (ISSTA), 24-46, 2025 | 15 | 2025 |
| Towards more realistic evaluation of LLM-based code generation: an experimental study and beyond D Zheng, Y Wang, E Shi, R Zhang, Y Ma, H Zhang, Z Zheng arXiv e-prints, arXiv: 2406.06918, 2024 | 15 | 2024 |
| Hue: A user-adaptive parser for hybrid logs J Xu, Q Fu, Z Zhu, Y Cheng, Z Li, Y Ma, P He Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 15 | 2023 |
| Exploring and evaluating hallucinations in LLM-powered code generation (2024) F Liu, Y Liu, L Shi, H Huang, R Wang, Z Yang, L Zhang, Z Li, Y Ma URL https://arxiv. org/abs/2404.00971, 2024 | 14 | 2024 |
| Flame: A centralized cache controller for serverless computing Y Yang, L Zhao, Y Li, S Wu, Y Hao, Y Ma, K Li Proceedings of the 28th ACM International Conference on Architectural …, 2023 | 14 | 2023 |
| Pangu-coder: Program synthesis with function-level language modeling, 2022 F Christopoulou, G Lampouras, M Gritta, G Zhang, Y Guo, Z Li, Q Zhang, ... URL https://arxiv. org/abs/2207.11280, 2020 | 12 | 2020 |
| In-depth Analysis of Graph-based RAG in a Unified Framework Y Zhou, Y Su, Y Sun, S Wang, T Wang, R He, Y Zhang, S Liang, X Liu, ... arXiv preprint arXiv:2503.04338, 2025 | 11 | 2025 |
Yanlin WangSun Yat-sen UniversityVerified email at mail.sysu.edu.cn
