| Trojaning attack on neural networks Y Liu, S Ma, Y Aafer, WC Lee, J Zhai, W Wang, X Zhang 25th Annual Network And Distributed System Security Symposium (NDSS 2018), 2018 | 1363 | 2018 |
| {MPI}: Multiple perspective attack investigation with semantic aware execution partitioning S Ma, J Zhai, F Wang, KH Lee, X Zhang, D Xu 26th USENIX Security Symposium (USENIX Security 17), 1111-1128, 2017 | 140 | 2017 |
| {Kernel-Supported}{Cost-Effective} Audit Logging for Causality Tracking S Ma, J Zhai, Y Kwon, KH Lee, X Zhang, G Ciocarlie, A Gehani, ... 2018 USENIX Annual Technical Conference (USENIX ATC 18), 241-254, 2018 | 89 | 2018 |
| Bppattack: Stealthy and efficient trojan attacks against deep neural networks via image quantization and contrastive adversarial learning Z Wang, J Zhai, S Ma Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 88 | 2022 |
| Correlations between deep neural network model coverage criteria and model quality S Yan, G Tao, X Liu, J Zhai, S Ma, L Xu, X Zhang Proceedings of the 28th ACM Joint Meeting on European Software Engineering …, 2020 | 82 | 2020 |
| Critical topographic threshold of gully erosion in Yuanmou Dry-hot Valley in Southwestern China Y Dong, D Xiong, Z Su, J Li, D Yang, J Zhai, X Lu, G Liu, L Shi Physical Geography 34 (1), 50-59, 2013 | 64 | 2013 |
| Automatic model generation from documentation for Java API functions J Zhai, J Huang, S Ma, X Zhang, L Tan, J Zhao, F Qin Proceedings of the 38th International Conference on Software Engineering …, 2016 | 62 | 2016 |
| A critical review of large language model on software engineering: An example from chatgpt and automated program repair Q Zhang, T Zhang, J Zhai, C Fang, B Yu, W Sun, Z Chen arXiv preprint arXiv:2310.08879, 2023 | 53 | 2023 |
| CPC: Automatically classifying and propagating natural language comments via program analysis J Zhai, X Xu, Y Shi, G Tao, M Pan, S Ma, L Xu, W Zhang, L Tan, X Zhang Proceedings of the ACM/IEEE 42nd International conference on software …, 2020 | 50 | 2020 |
| Reducing energy demand in China and the United Kingdom: The importance of energy literacy DRE Cotton, J Zhai, W Miller, L Dalla Valle, J Winter Journal of Cleaner Production 278, 123876, 2021 | 49 | 2021 |
| C2S: translating natural language comments to formal program specifications J Zhai, Y Shi, M Pan, G Zhou, Y Liu, C Fang, S Ma, L Tan, X Zhang Proceedings of the 28th ACM joint meeting on European software engineering …, 2020 | 47 | 2020 |
| Autotrainer: An automatic dnn training problem detection and repair system X Zhang, J Zhai, S Ma, C Shen 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE …, 2021 | 44 | 2021 |
| Training with more confidence: Mitigating injected and natural backdoors during training Z Wang, H Ding, J Zhai, S Ma Advances in Neural Information Processing Systems 35, 36396-36410, 2022 | 39 | 2022 |
| Rethinking the reverse-engineering of trojan triggers Z Wang, K Mei, H Ding, J Zhai, S Ma Advances in Neural Information Processing Systems 35, 9738-9753, 2022 | 38 | 2022 |
| RETRACTED: Individualized learning evaluation model based on hybrid teaching G Wu, J Zheng, J Zhai International Journal of Electrical Engineering & Education 60 (1_suppl …, 2023 | 37 | 2023 |
| FairNeuron: improving deep neural network fairness with adversary games on selective neurons X Gao, J Zhai, S Ma, C Shen, Y Chen, Q Wang Proceedings of the 44th International Conference on Software Engineering …, 2022 | 37 | 2022 |
| LAMP: data provenance for graph based machine learning algorithms through derivative computation S Ma, Y Aafer, Z Xu, WC Lee, J Zhai, Y Liu, X Zhang Proceedings of the 2017 11th Joint Meeting on Foundations of Software …, 2017 | 35 | 2017 |
| Progress of integrated ecosystem assessment: Concept, framework and challenges P Hou, Q Wang, WM Shen, J Zhai, HM Liu, M Yang Geographical Research 34 (10), 1809-1823, 2015 | 34 | 2015 |
| Unicorn: A unified backdoor trigger inversion framework Z Wang, K Mei, J Zhai, S Ma arXiv preprint arXiv:2304.02786, 2023 | 32 | 2023 |
| U (VI) adsorption by one-step hydrothermally synthesized cetyltrimethylammonium bromide modified hydroxyapatite-bentonite composites from phosphate‑carbonate coexisted solution J Liu, S Shi, C Li, X Hong, Z Gu, F Li, J Zhai, Q Zhang, J Liao, N Liu, C Liu Applied Clay Science 203, 106027, 2021 | 27 | 2021 |
Shiqing MaUniversity of Massachusetts, AmherstVerified email at umass.edu
