Selected Recent Publications
- Liang, L., Deng, Y., Morton, K., Kallinen, V., James, A., Seth, A., Kuantama, E., Mukhopadhyay, S., Han, R. and Zheng, X., 2025. RLaGA: A Reinforcement Learning Augmented Genetic Algorithm For Searching Real and Diverse Marker-Based Landing. IEEE/ACM International Conference on Software Engineering (ICSE). CORE A*
- Lu, J., Tian, Y., Zhang, Y., Ge, J., Sheng, Q.Z. and Zheng, X., 2025. LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces. The ACM international joint conference on Pervasive and Ubiquitous Computing (UbiComp). CORE A*
- Zheng, X., Mok, A.K., Piskac, R., Lee, Y.J., Krishnamachari, B., Zhu, D., Sokolsky, O. and Lee, I., 2024, July. Testing learning-enabled cyber-physical systems with large-language models: A formal approach. The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE). CORE A*
- Shao, C., Li, G., Wu, J. and Zheng, X., 2024. Exploring Semantic Redundancy using Backdoor Triggers: A Complementary Insight into the Challenges Facing DNN-based Software Vulnerability Detection. ACM Transactions on Software Engineering and Methodology, 33(4), pp.1-28. CORE A*
- Zhang, T., Xu, R., Zhang, J., Liu, Y., Chen, X., Yin, J. and Zheng, X., 2024. DSHGT: Dual-Supervisors Heterogeneous Graph Transformer—A Pioneer Study of Using Heterogeneous Graph Learning for Detecting Software Vulnerabilities. ACM Transactions on Software Engineering and Methodology, 33(8), pp.1-31. CORE A*
- Deng, Y., Yao, J., Tu, Z., Zheng, X., Zhang, M. and Zhang, T., 2023. Target: Automated scenario generation from traffic rules for testing autonomous vehicles. IEEE Transactions on Software Engineering. CORE A*
- Deng, Y., Zheng, X., Zhang, T., Liu, H., Lou, G., Kim, M. and Chen, T., 2022. A Declarative Metamorphic Testing Framework for Autonomous Driving. IEEE Transactions on Software Engineering. CORE A*
- Lou, G., Deng, Y., Zheng, X., Zhang, M. and Zhang, T., 2022. Testing of Autonomous Driving Systems: Where are we and where should we go? The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE). CORE A*
- Deng, Y., Zheng, X., Zhang, M., Lou, G. and Zhang, T., 2022. Scenario-based Test Reduction and Prioritization for Multi-Module Autonomous Driving Systems. The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE). CORE A*
- Lin, X., Wu, J., Li, J., Zheng, X. & Li, G., 2021. Friend-as-Learner: Socially-Driven Trustworthy and Efficient Wireless Federated Edge Learning. IEEE Transactions on Mobile Computing, pp. 1–14. CORE A*
For a full list of my publications, please visit my Google Scholar profile.