PUBLICATIONS

publications by categories in reversed chronological order.

2025

  1. code_error.png
    Towards Understanding the Characteristics of Code Generation Errors Made by Large Language Models
    Zhijie Wang*, Zijie Zhou*, Da Song*, and 4 more authors
    In 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE), 2025
  2. testeval.png
    TESTEVAL: Benchmarking Large Language Models for Test Case Generation
    Wenhan Wang, Chenyuan Yang, Zhijie Wang, and 6 more authors
    2025 NAACL Findings, 2025
  3. online.png
    Online safety analysis for llms: a benchmark, an assessment, and a path forward
    Xuan Xie, Jiayang Song, Zhehua Zhou, and 3 more authors
    IEEE Transactions on Artificial Intelligence, 2025

2024

  1. luna.png
    Luna: A model-based universal analysis framework for large language models
    Da Song, Xuan Xie, Jiayang Song, and 4 more authors
    IEEE Transactions on Software Engineering, 2024
  2. promptcharm.png
    Promptcharm: Text-to-image generation through multi-modal prompting and refinement
    Zhijie Wang, Yuheng Huang, Da Song, and 2 more authors
    In Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems, 2024

2023

  1. deeplens.png
    DeepLens: interactive out-of-distribution data detection in NLP models
    Da Song, Zhijie Wang, Yuheng Huang, and 2 more authors
    In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023
  2. deepseer.png
    DeepSeer: Interactive RNN explanation and debugging via state abstraction
    Zhijie Wang, Yuheng Huang, Da Song, and 2 more authors
    In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023