About Me

I am a postdoctoral research fellow at Cyber Security Lab, Nanyang Technological University, working with Prof. Yang Liu. I received my Ph.D. and B.E. degrees in Software Engineering from Fudan University in 2023 and 2018, under the supervision of Prof. Xin Peng.

My research interests lie in the crossroads between artificial intelligence and software engineering. Specifically, I am deeply engrossed in the realms of:

  • Data- and Knowledge-driven Software Engineering (AI4SE)
  • Software Analytics
  • Software Maintenance

My overarching research mission revolves around enhancing both productivity and security within the realm of software development. This is accomplished through:

  • Meticulous Analysis of Software Data
  • Extraction of Software-related Knowledge
  • Strategic Utilization of Cutting-edge AI Technologies (e.g., LLMs and KG)

News

  • [2023-10] I joined Cyber Security Lab @ NTU as a research fellow.
  • [2023-07] Our paper titled "Generating Variable Explanations via Zero-shot Prompt Learning" is accepted by ASE 2023.
  • [2023-06] I recieve my Ph.D degree from Fudan University.
  • [2023-05] Our paper titled "Mining Resource-Operation Knowledge to Support Resource Leak Detection" is accepted by ESEC/FSE 2023.
  • [2023-03] Our paper titled "XCoS: Explainable Code Search based on Query Scoping and Knowledge Graph" is accepted by TOSEM.
  • [2023-02] Our paper titled "Beyond Literal Meaning: Uncover and Explain Implicit Knowledge in Code through Wikipedia-based Concept Linking" is accepted by TSE.

Publications

  1. [ASE'23] Generating Variable Explanations via Zero-shot Prompt Learning.
    Chong Wang, Yiling Lou, Junwei Liu, Xin Peng.
    In: Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, to appear, Sept. 2023, Kirchberg, Luxembourg.
  2. [FSE'23] Mining Resource-Operation Knowledge to Support Resource Leak Detection.
    Chong Wang, Yiling Lou, Xin Peng, Jianan Liu, Baihan Zou.
    In: Proceedings of the ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, to appear, Dec. 2023, San Francisco, USA.
  3. [TOSEM'23] XCoS: Explainable Code Search based on Query Scoping and Knowledge Graph.
    Chong Wang, Xin Peng, Zhenchang Xing, Yue Zhang, Mingwei Liu, Rong Luo, Xiujie Meng.
    In: ACM Transactions on Software Engineering and Methodology, just accepted, Apr. 2023.
  4. [TSE'23] Beyond Literal Meaning: Uncover and Explain Implicit Knowledge in Code Through Wikipedia-Based Concept Linking.
    Chong Wang, Xin Peng, Zhenchang Xing, Xiujie Meng.
    In: IEEE Transactions on Software Engineering, vol. 49, no. 5, pp. 3226-3240, May 2023.
  5. [SANER'22] Deepanna: Deep Learning based Java Annotation Recommendation and Misuse Detection.
    Yi Liu, Yadong Yan, Chaofeng Sha, Xin Peng, Bihuan Chen, Chong Wang.
    In: Proceedings of 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering, pp 685-696, Mar. 2022, Honolulu, USA.
  6. [ASE'21] Reducing Bug Triaging Confusion by Learning from Mistakes with a Bug Tossing Knowledge Graph.
    Yanqi Su, Zhenchang Xing, Xin Peng, Xin Xia, Chong Wang, Xiwei Xu, Liming Zhu.
    In: Proceedings of 2021 36th IEEE/ACM International Conference on Automated Software Engineering, pp 191-202, Nov. 2021, Melbourne, Australia.
    ACM SIGSOFT Distinguished Paper Award
  7. [FSE'19] A Learning-based Approach for Automatic Construction of Domain Glossary from Source Code and Documentation.
    Chong Wang, Xin Peng, Mingwei Liu, Zhenchang Xing, Xuefang Bai, Bing Xie, Tuo Wang.
    In: Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp 97-108, Aug. 2019, Tallinn, Estonia.

Services

  • Conference PC: MSR'24, LLM4Code@ICSE'24
  • Journal Reviewer: TOSEM, EMSE, JSME
  • External Reviewer: ICSE'21,23,24, FSE'21,22, ASE'18,21,22,23, ISSTA'24, ICSME'22, SANER'20, ISSRE'23

Teaching

  • Teaching Assistant: Software Engineering, Fudan University, Spring 2019.
  • Lecture Tutor: Software Engineering, Nanyang Technological University, Winter 2023.