| Neural network-based detection of self-admitted technical debt: From performance to explainability X Ren, Z Xing, X Xia, D Lo, X Wang, J Grundy ACM transactions on software engineering and methodology (TOSEM) 28 (3), 1-45, 2019 | 159 | 2019 |
| API-misuse detection driven by fine-grained API-constraint knowledge graph X Ren, X Ye, Z Xing, X Xia, X Xu, L Zhu, J Sun Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020 | 65 | 2020 |
| Discovering, explaining and summarizing controversial discussions in community q&a sites X Ren, Z Xing, X Xia, G Li, J Sun 2019 34th IEEE/ACM International Conference on Automated Software …, 2019 | 34 | 2019 |
| Demystify official API usage directives with crowdsourced API misuse scenarios, erroneous code examples and patches X Ren, J Sun, Z Xing, X Xia, J Sun Proceedings of the ACM/IEEE 42nd international conference on software …, 2020 | 32 | 2020 |
| Unveiling the mystery of API evolution in Deep Learning frameworks: a case study of TensorFlow 2 Z Zhang, Y Yang, X Xia, D Lo, X Ren, J Grundy 2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021 | 24 | 2021 |
| From Misuse to Mastery: Enhancing Code Generation with Knowledge-Driven AI Chaining X Ren, X Ye, D Zhao, Z Xing, X Yang 2023 38th IEEE/ACM International Conference on Automated Software …, 2023 | 23 | 2023 |
| Automating developer chat mining S Pan, L Bao, X Ren, X Xia, D Lo, S Li 2021 36th IEEE/ACM International Conference on Automated Software …, 2021 | 20 | 2021 |
| Context-aware code generation framework for code repositories: Local, global, and third-party library awareness D Liao, S Pan, Q Huang, X Ren, Z Xing, H Jin, Q Li arXiv preprint arXiv:2312.05772, 2023 | 19 | 2023 |
| API usage recommendation via multi-view heterogeneous graph representation learning Y Chen, C Gao, X Ren, Y Peng, X Xia, MR Lyu IEEE Transactions on Software Engineering 49 (5), 3289-3304, 2023 | 17 | 2023 |
| Characterizing and mitigating anti-patterns of alerts in industrial cloud systems T Yang, J Shen, Y Su, X Ren, Y Yang, MR Lyu 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems …, 2022 | 6 | 2022 |
| ConvMHSA-SCVD: Enhancing Smart Contract Vulnerability Detection through a Knowledge-Driven and Data-Driven Framework M Li, X Ren, H Fu, Z Li, J Sun 2023 IEEE 34th International Symposium on Software Reliability Engineering …, 2023 | 5 | 2023 |
| Characterizing common and domain-specific package bugs: A case study on ubuntu X Ren, Q Huang, X Xia, Z Xing, L Bao, D Lo 2018 IEEE 42nd Annual Computer Software and Applications Conference (COMPSAC …, 2018 | 5 | 2018 |
| A3-CodGen : A Repository-Level Code Generation Framework for Code Reuse with Local-Aware, Global-Aware, and Third-Party-Library-Aware D Liao, S Pan, X Sun, X Ren, Q Huang, Z Xing, H Jin, Q Li IEEE Transactions on Software Engineering, 2024 | 4 | 2024 |
| JumpCoder: Go Beyond Autoregressive Coder via Online Modification M Chen, H Tian, Z Liu, X Ren, J Sun arXiv preprint arXiv:2401.07870, 2024 | 3 | 2024 |
| Fixing code generation errors for large language models H Wen, Y Zhu, C Liu, X Ren, W Du, M Yan arXiv preprint arXiv:2409.00676, 2024 | 1 | 2024 |
| Refactoring to pythonic idioms: A hybrid knowledge-driven approach leveraging large language models Z Zhang, Z Xing, X Ren, Q Lu, X Xu Proceedings of the ACM on Software Engineering 1 (FSE), 1107-1128, 2024 | 1 | 2024 |
| API-Knowledge Aware Search-Based Software Testing: Where, What, and How X Ren, X Ye, Y Lin, Z Xing, S Li, MR Lyu Proceedings of the 31st ACM Joint European Software Engineering Conference …, 2023 | 1 | 2023 |
| KGAMD: an API-misuse detector driven by fine-grained API-constraint knowledge graph X Ren, X Ye, Z Xing, X Xia, X Xu, L Zhu, J Sun Proceedings of the 29th ACM Joint Meeting on European Software Engineering …, 2021 | 1 | 2021 |
| COFFE: A Code Efficiency Benchmark for Code Generation Y Peng, J Wan, Y Li, X Ren arXiv preprint arXiv:2502.02827, 2025 | | 2025 |
| FlexFL: Flexible and Effective Fault Localization with Open-Source Large Language Models C Xu, Z Liu, X Ren, G Zhang, M Liang, D Lo arXiv preprint arXiv:2411.10714, 2024 | | 2024 |
Zhenchang XingSenior Principal Research Scientist, CSIRO's Data61 & Australian National Universitycsiro.au의 이메일 확인됨