publications

Publications (21): First Author (11), Corresponding Author(3). CCF-A (13): First Author (7), Corresponding Author (2).

2024

  1. ICSE2024ClassEval-Preview.png
    Evaluating Large Language Models in Class-Level Code Generation
    Xueying Du ,  Mingwei Liu ,  Kaixin Wang , and 7 more authors
    In Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, ICSE 2024, Lisbon , Portugal, April 14 - 20, 2024 , 2024
  2. Evaluating and Improving ChatGPT for Unit Test Generation
    Zhiqiang Yuan ,  Mingwei Liu ,  Shiji Ding , and 4 more authors
    In Proceedings of the 32st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2024, to appear, July 2024, Brazil, Brazil , 2024
  3. JoS
    Revisiting The Retrieval-Augmentation Strategy In Code Completion
    Baihan Zou ,  Ying Wang ,  Xin Peng , and 5 more authors
    Journal of Software, 2024
  4. STALL+: Boosting LLM-based Repository-level Code Completion with Static Analysis
    Junwei Liu ,  Yixuan Chen ,  Mingwei Liu , and 2 more authors
    CoRR, 2024
  5. Beyond Functional Correctness: Investigating Coding Style Inconsistencies in Large Language Models
    Yanlin Wang ,  Tianyue Jiang ,  Mingwei Liu , and 2 more authors
    arXiv preprint arXiv:2407.00456, 2024

2023

  1. XCoS: Explainable Code Search Based on Query Scoping and Knowledge Graph
    Chong Wang ,  Xin Peng ,  Zhenchang Xing , and 4 more authors
    ACM Trans. Softw. Eng. Methodol., 2023
  2. TSE
    Task-Oriented ML/DL Library Recommendation Based on a Knowledge Graph
    Mingwei Liu ,  Chengyuan Zhao ,  Xin Peng , and 3 more authors
    IEEE Trans. Software Eng., 2023
  3. ICSME 2023
    Knowledge Graph based Explainable Question Retrieval for Programming Tasks
    Mingwei Liu ,  Simin Yu ,  Xin Peng , and 4 more authors
    In IEEE International Conference on Software Maintenance and Evolution, ICSME 2023, Bogotá, Colombia, October 1-6, 2023 , 2023
  4. ASE 2023
    CodeGen4Libs: A Two-Stage Approach for Library-Oriented Code Generation
    Mingwei Liu ,  Tianyong Yang ,  Yiling Lou , and 3 more authors
    In 38th IEEE/ACM International Conference on Automated Software Engineering, ASE 2023, Luxembourg, September 11-15, 2023 , 2023
  5. KG4CraSolver: Recommending Crash Solutions via Knowledge Graph
    Xueying Du ,  Yiling Lou ,  Mingwei Liu , and 2 more authors
    In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023 , 2023
  6. Recommending Analogical APIs via Knowledge Graph Embedding
    Mingwei Liu ,  Yanjun Yang ,  Yiling Lou , and 4 more authors
    In Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2023, San Francisco, CA, USA, December 3-9, 2023 , 2023
  7. No More Manual Tests? Evaluating and Improving ChatGPT for Unit Test Generation
    Zhiqiang Yuan ,  Yiling Lou ,  Mingwei Liu , and 4 more authors
    CoRR, 2023
  8. Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation
    Zhiqiang Yuan ,  Junwei Liu ,  Qiancheng Zi , and 3 more authors
    CoRR, 2023
  9. Resolving Crash Bugs via Large Language Models: An Empirical Study
    Xueying Du ,  Mingwei Liu ,  Juntao Li , and 3 more authors
    CoRR, 2023
  10. JoS
    Survey on Representation Learning Methods of Knowledge Graph for Link Prediction
    Xueying Du ,  Mingwei Liu ,  Liwei Shen , and 1 more author
    Journal of Software, 2023

2022

  1. TSE
    API-Related Developer Information Needs in Stack Overflow
    Mingwei Liu ,  Xin Peng ,  Andrian Marcus , and 3 more authors
    IEEE Trans. Software Eng., 2022
  2. How to formulate specific how-to questions in software development?
    Mingwei Liu ,  Xin Peng ,  Andrian Marcus , and 4 more authors
    In Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2022, Singapore, Singapore, November 14-18, 2022 , 2022

2021

  1. Learning-based extraction of first-order logic representations of API directives
    Mingwei Liu ,  Xin Peng ,  Andrian Marcus , and 5 more authors
    In ESEC/FSE ’21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Athens, Greece, August 23-28, 2021 , 2021
  2. JoS
    Automatic Code Semantic Tag Generation Approach Based on Software Knowledge Graph
    Shuangshuang Xing ,  Mingwei Liu ,  and  Xin Peng
    Journal of Software, 2021

2020

  1. ICSME 2020
    Source Code based On-demand Class Documentation Generation
    Mingwei Liu ,  Xin Peng ,  Xiujie Meng , and 5 more authors
    In IEEE International Conference on Software Maintenance and Evolution, ICSME 2020, Adelaide, Australia, September 28 - October 2, 2020 , 2020
  2. ICSME 2020
    Learning based and Context Aware Non-Informative Comment Detection
    Mingwei Liu ,  Yanjun Yang ,  Xin Peng , and 4 more authors
    In IEEE International Conference on Software Maintenance and Evolution, ICSME 2020, Adelaide, Australia, September 28 - October 2, 2020 , 2020
  3. ASE 2020
    Generating Concept based API Element Comparison Using a Knowledge Graph
    Yang Liu ,  Mingwei Liu ,  Xin Peng , and 3 more authors
    In 35th IEEE/ACM International Conference on Automated Software Engineering, ASE 2020, Melbourne, Australia, September 21-25, 2020 , 2020
  4. ESEC/FSE 2020
    API method recommendation via explicit matching of functionality verb phrases
    Wenkai Xie ,  Xin Peng ,  Mingwei Liu , and 4 more authors
    In ESEC/FSE ’20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Virtual Event, USA, November 8-13, 2020 , 2020

2019

  1. A learning-based approach for automatic construction of domain glossary from source code and documentation
    Chong Wang ,  Xin Peng ,  Mingwei Liu , and 4 more authors
    In Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/SIGSOFT FSE 2019, Tallinn, Estonia, August 26-30, 2019 , 2019
  2. Generating query-specific class API summaries
    Mingwei Liu ,  Xin Peng ,  Andrian Marcus , and 4 more authors
    In Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/SIGSOFT FSE 2019, Tallinn, Estonia, August 26-30, 2019 , 2019

2018

  1. ICSME 2018
    Automatic Generation of API Documentations for Open-Source Projects
    Xin Peng ,  Yifan Zhao ,  Mingwei Liu , and 4 more authors
    In IEEE Third International Workshop on Dynamic Software Documentation, DySDoc@ICSME 2018, Madrid, Spain, September 25, 2018 , 2018
  2. ICSME 2018
    Improving API Caveats Accessibility by Mining API Caveats Knowledge Graph
    Hongwei Li ,  Sirui Li ,  Jiamou Sun , and 4 more authors
    In 2018 IEEE International Conference on Software Maintenance and Evolution, ICSME 2018, Madrid, Spain, September 23-29, 2018 , 2018
  3. Internetware 2018
    Searching StackOverflow Questions with Multi-Faceted Categorization
    Mingwei Liu ,  Xin Peng ,  Qingtao Jiang , and 3 more authors
    In Proceedings of the Tenth Asia-Pacific Symposium on Internetware, Internetware 2018, Beijing, China, September 16-16, 2018 , 2018