| “Sampling” as a baseline optimizer for search-based software engineering J Chen, V Nair, R Krishna, T Menzies IEEE Transactions on Software Engineering 45 (6), 597-614, 2018 | 53 | 2018 |
| Hyperparameter optimization for effort estimation T Xia, R Krishna, J Chen, G Mathew, X Shen, T Menzies arXiv preprint arXiv:1805.00336, 2018 | 51 | 2018 |
| Data-driven search-based software engineering V Nair, A Agrawal, J Chen, W Fu, G Mathew, T Menzies, L Minku, ... Proceedings of the 15th International Conference on Mining Software …, 2018 | 28 | 2018 |
| Beyond evolutionary algorithms for search-based software engineering J Chen, V Nair, T Menzies Information and Software Technology 95, 281-294, 2018 | 26 | 2018 |
| Characterizing crowds to better optimize worker recommendation in crowdsourced testing J Wang, S Wang, J Chen, T Menzies, Q Cui, M Xie, Q Wang IEEE Transactions on Software Engineering 47 (6), 1259-1276, 2019 | 25 | 2019 |
| Learning to recognize actionable static code warnings (is intrinsically easy) X Yang, J Chen, R Yedida, Z Yu, T Menzies Empirical Software Engineering 26, 1-24, 2021 | 24 | 2021 |
| How to better distinguish security bug reports (using dual hyperparameter optimization) R Shu, T Xia, J Chen, L Williams, T Menzies Empirical Software Engineering 26, 1-37, 2021 | 19 | 2021 |
| An (accidental) exploration of alternatives to evolutionary algorithms for sbse V Nair, T Menzies, J Chen Search Based Software Engineering: 8th International Symposium, SSBSE 2016 …, 2016 | 12 | 2016 |
| Equiareal parameterizations of NURBS surfaces YJ Yang, W Zeng, JF Chen Graphical models 76 (1), 43-55, 2014 | 10 | 2014 |
| How to recognize actionable static code warnings (using linear svms) X Yang, J Chen, R Yedida, Z Yu, T Menzies ArXiv, 2020 | 9 | 2020 |
| Predicting breakdowns in cloud services (with SPIKE) J Chen, J Chakraborty, P Clark, K Haverlock, S Cherian, T Menzies Proceedings of the 2019 27th ACM joint meeting on european software …, 2019 | 8 | 2019 |
| Improved recognition of security bugs via dual hyperparameter optimization R Shu, T Xia, J Chen, L Williams, T Menzies arXiv preprint arXiv:1911.02476, 2019 | 8 | 2019 |
| RIOT: A stochastic-based method for workflow scheduling in the cloud J Chen, T Menzies 2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 318-325, 2018 | 6 | 2018 |
| Why software effort estimation needs SBSE T Xia, J Chen, G Mathew, X Shen, T Menzies arXiv preprint arXiv:1804.00626, 2018 | 5 | 2018 |
| Hyperparameter Optimization for Effort Estimation. CoRR abs/1805.00336 (2018) T Xia, R Krishna, J Chen, G Mathew, X Shen, T Menzies arXiv preprint arXiv:1805.00336, 2018 | 5 | 2018 |
| Riot: A novel stochastic method for rapidly configuring cloud-based workflows J Chen, T Menzies arXiv preprint arXiv:1708.08127, 2017 | 5 | 2017 |
| Faster SAT Solving for Software with Repeated Structures (with Case Studies on Software Test Suite Minimization) J Chen, X Shen, T Menzies arXiv preprint arXiv:2101.02817, 2021 | 1* | 2021 |
