| An analysis of adversarial attacks and defenses on autonomous driving models Y Deng, X Zheng, T Zhang, C Chen, G Lou, M Kim 2020 IEEE international conference on pervasive computing and communications …, 2020 | 193 | 2020 |
| Deep learning-based autonomous driving systems: A survey of attacks and defenses Y Deng, T Zhang, G Lou, X Zheng, J Jin, QL Han IEEE Transactions on Industrial Informatics 17 (12), 7897-7912, 2021 | 151 | 2021 |
| Testing of autonomous driving systems: where are we and where should we go? G Lou, Y Deng, X Zheng, M Zhang, T Zhang Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 64 | 2022 |
| A declarative metamorphic testing framework for autonomous driving Y Deng, X Zheng, T Zhang, H Liu, G Lou, M Kim, TY Chen IEEE Transactions on Software Engineering 49 (4), 1964-1982, 2022 | 35 | 2022 |
| Scenario-based test reduction and prioritization for multi-module autonomous driving systems Y Deng, X Zheng, M Zhang, G Lou, T Zhang Proceedings of the 30th ACM Joint European Software Engineering Conference …, 2022 | 28 | 2022 |
| BMT: Behavior driven development-based metamorphic testing for autonomous driving models Y Deng, G Lou, X Zheng, T Zhang, M Kim, H Liu, C Wang, TY Chen 2021 IEEE/ACM 6th International Workshop on Metamorphic Testing (MET), 32-36, 2021 | 23 | 2021 |
| STFL: A spatial-temporal federated learning framework for graph neural networks G Lou, Y Liu, T Zhang, X Zheng AAAI Conference on Artificial Intelligence Workshop on Deep Learning on …, 2022 | 19* | 2022 |
| Metamorphic testing on multi-module uav systems R Li, H Liu, G Lou, X Zheng, X Liu, TY Chen 2021 36th IEEE/ACM International Conference on Automated Software …, 2021 | 10 | 2021 |
| RMT: Rule-based metamorphic testing for autonomous driving models Y Deng, X Zheng, T Zhang, G Lou, H Liu, M Kim arXiv, 1-12, 2021 | 10 | 2021 |
| Investigation into the state-of-the-practice autonomous driving testing G Lou, Y Deng, X Zheng, M Zhang, T Zhang arXiv, 2021 | 9 | 2021 |
| BMT: Behavior driven development-based metamorphic testing for autonomous driving models. In 2021 IEEE/ACM 6th International Workshop on Metamorphic Testing (MET) Y Deng, G Lou, X Zheng, T Zhang, M Kim, H Liu, C Wang, TY Chen IEEE, 2021 | 7 | 2021 |
| Autonomous Driving System Testing: Traffic Density Does Matter G Lou, D Shin, N Walkinshaw, RM Hierons IFIP International Conference on Testing Software and Systems, 315-331, 2024 | | 2024 |
| 2021 IEEE/ACM 6th International Workshop on Metamorphic Testing (MET)| 978-1-6654-4464-4/20/$31.00© 2021 IEEE| DOI: 10.1109/MET52542. 2021.00019 U Ayyangar, TY Chen, CY Chong, M Claus, Y Deng, M Diep, ... | | |