| Promptcharm: Text-to-image generation through multi-modal prompting and refinement Z Wang, Y Huang, D Song, L Ma, T Zhang Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems …, 2024 | 140 | 2024 |
| TESTEVAL: Benchmarking Large Language Models for Test Case Generation W Wang, C Yang, Z Wang, Y Huang, Z Chu, D Song, L Zhang, AR Chen, ... arXiv preprint arXiv:2406.04531, 2024 | 62 | 2024 |
| Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models Z Wang, Z Zhou, D Song, Y Huang, S Chen, L Ma, T Zhang Proceedings of the IEEE/ACM 47th International Conference on Software …, 2025 | 60* | 2025 |
| Luna: A model-based universal analysis framework for large language models D Song, X Xie, J Song, D Zhu, Y Huang, F Juefei-Xu, L Ma IEEE Transactions on Software Engineering 50 (7), 1921-1948, 2024 | 26 | 2024 |
| Online safety analysis for llms: a benchmark, an assessment, and a path forward X Xie, J Song, Z Zhou, Y Huang, D Song, L Ma IEEE Transactions on Artificial Intelligence, 2025 | 15 | 2025 |
| An Empirical Study of Code Generation Errors made by Large Language Models D Song, Z Zhou, Z Wang, Y Huang, S Chen, B Kou, L Ma, T Zhang The 7th Annual Symposium on Machine Programming Workshop Co-located with …, 2023 | 13 | 2023 |
| DeepLens: Interactive Out-of-distribution Data Detection in NLP Models D Song, Z Wang, Y Huang, L Ma, T Zhang Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 10 | 2023 |
| DeepSeer: Interactive RNN Explanation and Debugging via State Abstraction Z Wang, Y Huang, D Song, L Ma, T Zhang Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems …, 2023 | 10 | 2023 |
| Lecov: Multi-level testing criteria for large language models X Xie, J Song, Y Huang, D Song, F Juefei-Xu, L Ma Journal of Systems and Software, 112763, 2025 | 2 | 2025 |
| Evaluating LLMs on Sequential API Call Through Automated Test Generation Y Huang, J Song, D Song, Z Ji, W Wang, S Wang, L Ma arXiv preprint arXiv:2507.09481, 2025 | 1 | 2025 |
| TRUSTVIS: A Multi-Dimensional Trustworthiness Evaluation Framework for Large Language Models R Sun, D Song, J Song, Y Huang, L Ma arXiv preprint arXiv:2510.13106, 2025 | | 2025 |
Lei MaAssociate Professor, The University of Tokyo, Japan & University of Alberta, CanadaVerified email at acm.org
