| Keeping Deep Learning Models in Check: A History-Based Approach to Mitigate Overfitting H Li, GK Rajbahadur, D Lin, CP Bezemer, ZM Jiang IEEE Access, 2024 | 2 | 2024 |
| Systems, methods, and non-transitory computer-readable storage devices for training deep learning and neural network models using overfitting detection and prevention H Li, GK Rajbahadur, D Lin, Z Jiang US Patent App. 18/384,634, 2024 | | 2024 |
| Disambiguating Performance Anomalies from Workload Changes in Cloud-Native Applications A Baluta, Y Rouf, J Mukherjee, ZM Jiang, M Litoiu Proceedings of the 15th ACM/SPEC International Conference on Performance …, 2024 | 1 | 2024 |
| Rethinking Software Engineering in the Foundation Model Era: From Task-Driven AI Copilots to Goal-Driven AI Pair Programmers AE Hassan, GA Oliva, D Lin, B Chen, Z Ming arXiv preprint arXiv:2404.10225, 2024 | 1 | 2024 |
| Rethinking software engineering in the era of foundation models: A curated catalogue of challenges in the development of trustworthy fmware AE Hassan, D Lin, GK Rajbahadur, K Gallaba, FR Cogo, B Chen, ... arXiv preprint arXiv:2402.15943, 2024 | 3 | 2024 |
| Bug characterization in machine learning-based systems MM Morovati, A Nikanjam, F Tambon, F Khomh, ZM Jiang Empirical Software Engineering 29 (1), 14, 2024 | 23 | 2024 |
| A Survey on Query-based API Recommendation M Wei, NS Harzevili, AB Belle, J Wang, L Shi, S Wang, ZM Jiang arXiv preprint arXiv:2312.10623, 2023 | | 2023 |
| Github copilot ai pair programmer: Asset or liability? AM Dakhel, V Majdinasab, A Nikanjam, F Khomh, MC Desmarais, ... Journal of Systems and Software 203, 111734, 2023 | 215 | 2023 |
| An empirical comparison on the results of different clone detection setups for c-based projects Y Zhou, J Chen, Y Shi, B Chen, ZMJ Jiang 2023 IEEE/ACM 45th International Conference on Software Engineering …, 2023 | 2 | 2023 |
| Bugs in machine learning-based systems: a faultload benchmark MM Morovati, A Nikanjam, F Khomh, ZM Jiang Empirical Software Engineering 28 (3), 62, 2023 | 11 | 2023 |
| Towards a change taxonomy for machine learning pipelines: Empirical study of ML pipelines and forks related to academic publications A Bhatia, EE Eghan, M Grichi, WG Cavanagh, ZM Jiang, B Adams Empirical Software Engineering 28 (3), 60, 2023 | 7 | 2023 |
| An empirical study of challenges in converting deep learning models M Openja, A Nikanjam, AH Yahmed, F Khomh, ZMJ Jiang 2022 IEEE International Conference on Software Maintenance and Evolution …, 2022 | 18 | 2022 |
| Towards training reproducible deep learning models B Chen, M Wen, Y Shi, D Lin, GK Rajbahadur, ZM Jiang Proceedings of the 44th International Conference on Software Engineering …, 2022 | 25 | 2022 |
| Towards build verifiability for java-based systems J Xiong, Y Shi, B Chen, FR Cogo, ZM Jiang Proceedings of the 44th International Conference on Software Engineering …, 2022 | 2 | 2022 |
| Evaluating the scalability and elasticity of function as a service platform KL Ngo, J Mukherjee, ZM Jiang, M Litoiu Proceedings of the 2022 ACM/SPEC on International Conference on Performance …, 2022 | 5 | 2022 |
| Has Your FaaS Application Been Decommissioned Yet?--A Case Study on the Idle Timeout in Function as a Service Infrastructure KL Ngo, J Mukherjee, ZM Jiang, M Litoiu arXiv preprint arXiv:2203.10227, 2022 | 2 | 2022 |
| Towards a consistent interpretation of aiops models Y Lyu, GK Rajbahadur, D Lin, B Chen, ZM Jiang ACM Transactions on Software Engineering and Methodology (TOSEM) 31 (1), 1-38, 2021 | 18 | 2021 |
| An empirical study of the impact of data splitting decisions on the performance of AIOps solutions Y Lyu, H Li, M Sayagh, ZM Jiang, AE Hassan ACM Transactions on Software Engineering and Methodology (TOSEM) 30 (4), 1-38, 2021 | 29 | 2021 |
| An experience report on producing verifiable builds for large-scale commercial systems Y Shi, M Wen, FR Cogo, B Chen, ZM Jiang IEEE Transactions on Software Engineering 48 (9), 3361-3377, 2021 | 8 | 2021 |
| A survey of software log instrumentation B Chen, ZM Jiang ACM Computing Surveys (CSUR) 54 (4), 1-34, 2021 | 37 | 2021 |
Ahmed E. HassanMustafa Prize Laureate, ACM/IEEE/NSERC Steacie Fellow, ACM Influential/IEEE Distinguished EducatorVerified email at cs.queensu.ca
