| DeepSeek-Coder: When the Large Language Model Meets Programming--The Rise of Code Intelligence D Guo, Q Zhu, D Yang, Z Xie, K Dong, W Zhang, G Chen, X Bi, Y Wu, ... arXiv preprint arXiv:2401.14196, 2024 | 638* | 2024 |
| Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning D Guo, D Yang, H Zhang, J Song, R Zhang, R Xu, Q Zhu, S Ma, P Wang, ... arXiv preprint arXiv:2501.12948, 2025 | 457 | 2025 |
| Deepseekmath: Pushing the limits of mathematical reasoning in open language models Z Shao, P Wang, Q Zhu, R Xu, J Song, X Bi, H Zhang, M Zhang, YK Li, ... arXiv preprint arXiv:2402.03300, 2024 | 395* | 2024 |
| Deepseek-v3 technical report A Liu, B Feng, B Xue, B Wang, B Wu, C Lu, C Zhao, C Deng, C Zhang, ... arXiv preprint arXiv:2412.19437, 2024 | 294 | 2024 |
| Deepseek llm: Scaling open-source language models with longtermism X Bi, D Chen, G Chen, S Chen, D Dai, C Deng, H Ding, K Dong, Q Du, ... arXiv preprint arXiv:2401.02954, 2024 | 262 | 2024 |
| A syntax-guided edit decoder for neural program repair Q Zhu, Z Sun, Y Xiao, W Zhang, K Yuan, Y Xiong, L Zhang Proceedings of the 29th ACM joint meeting on European software engineering …, 2021 | 241 | 2021 |
| Treegen: A tree-based transformer architecture for code generation Z Sun, Q Zhu, Y Xiong, Y Sun, L Mou, L Zhang Proceedings of the AAAI conference on artificial intelligence 34 (05), 8984-8991, 2020 | 216 | 2020 |
| Deepseek-coder-v2: Breaking the barrier of closed-source models in code intelligence Q Zhu, D Guo, Z Shao, D Yang, P Wang, R Xu, Y Wu, Y Li, H Gao, S Ma, ... arXiv preprint arXiv:2406.11931, 2024 | 202* | 2024 |
| Deepseek-v2: A strong, economical, and efficient mixture-of-experts language model A Liu, B Feng, B Wang, B Wang, B Liu, C Zhao, C Dengr, C Ruan, D Dai, ... arXiv preprint arXiv:2405.04434, 2024 | 192 | 2024 |
| A grammar-based structural cnn decoder for code generation Z Sun, Q Zhu, L Mou, Y Xiong, G Li, L Zhang Proceedings of the AAAI conference on artificial intelligence 33 (01), 7055-7062, 2019 | 149 | 2019 |
| Boosting coverage-based fault localization via graph-based representation learning Y Lou, Q Zhu, J Dong, X Li, Z Sun, D Hao, L Zhang, L Zhang Proceedings of the 29th ACM joint meeting on european software engineering …, 2021 | 131 | 2021 |
| FIRA: fine-grained graph-based code change representation for automated commit message generation J Dong, Y Lou, Q Zhu, Z Sun, Z Li, W Zhang, D Hao Proceedings of the 44th International Conference on Software Engineering …, 2022 | 67 | 2022 |
| NLocalSAT: Boosting local search with solution prediction W Zhang, Z Sun, Q Zhu, G Li, S Cai, Y Xiong, L Zhang arXiv preprint arXiv:2001.09398, 2020 | 61 | 2020 |
| Deepseek-prover: Advancing theorem proving in llms through large-scale synthetic data H Xin, D Guo, Z Shao, Z Ren, Q Zhu, B Liu, C Ruan, W Li, X Liang arXiv preprint arXiv:2405.14333, 2024 | 56* | 2024 |
| Deepseek-r1: Incentivizing reasoning capability in llms via reinforcement learning DG DeepSeek-AI, D Yang, H Zhang, J Song, R Zhang, R Xu, Q Zhu, S Ma, ... arXiv preprint arXiv:2501.12948, 2025 | 47 | 2025 |
| Tare: Type-aware neural program repair Q Zhu, Z Sun, W Zhang, Y Xiong, L Zhang 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE …, 2023 | 42* | 2023 |
| OCoR: An overlapping-aware code retriever Q Zhu, Z Sun, X Liang, Y Xiong, L Zhang Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020 | 40 | 2020 |
| Learning to construct better mutation faults Z Tian, J Chen, Q Zhu, J Yang, L Zhang Proceedings of the 37th IEEE/ACM International Conference on Automated …, 2022 | 34 | 2022 |
| On the evaluation of large language models in unit test generation L Yang, C Yang, S Gao, W Wang, B Wang, Q Zhu, X Chu, J Zhou, G Liang, ... Proceedings of the 39th IEEE/ACM International Conference on Automated …, 2024 | 19 | 2024 |
| Learning-based widget matching for migrating gui test cases Y Zhang, W Zhang, D Ran, Q Zhu, C Dou, D Hao, T Xie, L Zhang Proceedings of the 46th IEEE/ACM International Conference on Software …, 2024 | 13 | 2024 |
Yingfei XiongAssociate Professor, Peking UniversityVerified email at sei.pku.edu.cn
